THE HYPE KEVIN / FIELD NOTESWatch the video

OCTOBER 19 AND 20, 2026 / A SMALL TEST

What day does your agent think it is?

On October 19, 2026 I swapped the web search under the same Claude Code agent and asked it 48 questions with one right answer each, then gave it three small coding jobs on APIs that shipped that week. The next day I tested every search on the job Exa is built for: finding a page from a description, and finding lists of similar things. These are the full results.

Watch the video
48questions
8search engines
3coding jobs

01 / WHAT COMES BACK

The engines

Prices below are US list prices on October 19, 2026. Free-tier notes come from official pages read on October 20, 2026. A free consumer chat plan does not grant free API calls. Some engines require a paid plan or offer a temporary trial.

02 / ONE CALL, ONE ANSWER

48 questions, one search each

One search per question
EngineVersions / 30This week / 10Traps / 8Total / 48Median secondsMedian tokensUS$ / 1,000
TinyFish2064301.65454$0.00
Exa Lite3097460.542,020$4.00
Exa 33097461.86997$7.00
Perplexity1997350.361,243$5.00
Parallel2398403.412,001$5.00
DeepSeek687210.571,291$0.75
Firecrawl2186353.001,039$7.60
Claude Code built-in0415Not measured565$10.00

Seconds measure the search API, from Calgary. The built-in search has no comparable API timing. Tokens measure the text handed to the agent. Claude Code’s $10 is the API-equivalent search price; subscriptions include search.

Right answers against US$ per 1,000 searches0122436480246810Right answers / 48US$ per 1,000 searchesTinyFishExa LiteExa 3PerplexityParallelDeepSeekFirecrawlClaude Code
Source: saved October 19 test. The green line joins TinyFish and Exa Lite.
Chart data: US$ per 1,000 searches
US$ per 1,000 searches
EngineUS$ per 1,000 searchesRight / 48
TinyFish$0.0030
Exa Lite$4.0046
Exa 3$7.0046
Perplexity$5.0035
Parallel$5.0040
DeepSeek$0.7521
Firecrawl$7.6035
Claude Code built-in$10.005
Right answers against Median seconds per search01224364801234Right answers / 48Median seconds per searchTinyFishExa LiteExa 3PerplexityParallelDeepSeekFirecrawl
Source: saved October 19 test. The green line joins Perplexity and Exa Lite.
Chart data: Median seconds per search
Median seconds per search
EngineMedian seconds per searchRight / 48
TinyFish1.6530
Exa Lite0.5446
Exa 31.8646
Perplexity0.3635
Parallel3.4140
DeepSeek0.5721
Firecrawl3.0035

Every question

Green means right. Red means wrong. Use Tab and Enter to open a cell. On a phone, scroll this table sideways.

Open a cell to read its ranked results. Right and wrong refer to the agent’s answer.
QuestionTinyFishExa LiteExa 3PerplexityParallelDeepSeekFirecrawlClaude Code built-in
latest version of Astroversions · Right answer: 7.4.1
Right

Top five results

  1. Upgrade Astro | Docsdocs.astro.build · Date not supplied
  2. Releases · withastro/astrogithub.com · Date not supplied
  3. Astroastro.build · Date not supplied
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  5. astronpmjs.com · Date not supplied
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  1. Upgrade Astro | Docsdocs.astro.build · Date not supplied
  2. Releases · withastro/astro · GitHubgithub.com · Date not supplied
  3. astro on NPM | Release Alertreleasealert.dev · Date not supplied
  4. Astro 7.4 | Astroastro.build · 2026-10-15
  5. packages/astro/CHANGELOG.mdgithub.com · Date not supplied
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  1. Upgrade Astro | Docsdocs.astro.build · Date not supplied
  2. astronpmjs.com · 2021-03-13
  3. Releases · withastro/astro · GitHubgithub.com · Date not supplied
  4. Astroastro.build · Date not supplied
  5. Astro 7.4 | Astroastro.build · 2026-10-15
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  1. Astro 6.2astro.build · 2026-04-30
  2. Astro 7.0astro.build · 2026-06-22
  3. Astro release notesastronomer.io · Date not supplied
  4. Upgrade Astro - Docsdocs.astro.build · Date not supplied
  5. The Astro Blogastro.build · 2026-10-15
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  1. Releases · withastro/astrogithub.com · Date not supplied
  2. Latest Astro version: 7.4.0 and changelog | AstroBuildastrobuild.eu · 2026-10-19
  3. Upgrade Astro | Docsdocs.astro.build · 2010-02-07
  4. astro - npmnpmjs.com · Date not supplied
  5. Astroastro.build · Date not supplied
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  1. Upgrade Astro | Docsdocs.astro.build · Date not supplied
  2. Releases · withastro/astrogithub.com · Date not supplied
  3. Astroastro.build · Date not supplied
  4. Astro Series Software & Downloadlogitechg.com · Date not supplied
  5. astronpmjs.com · Date not supplied
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  1. # Software Updatesdocs.freeflysystems.com · Date not supplied
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  3. Upgrade Astrodocs.astro.build · Date not supplied
  4. Upgrade Astrodocs.astro.build · Date not supplied
  5. Upgrade Astrodocs.astro.build · Date not supplied
latest version of Cloudflare Wranglerversions · Right answer: 4.151.2
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  1. Install/Update Wrangler · Cloudflare Workers docsdevelopers.cloudflare.com · Date not supplied
  2. wranglernpmjs.com · Date not supplied
  3. Releases · cloudflare/workers-sdkgithub.com · Date not supplied
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  2. Releases · cloudflare/workers-sdk · GitHubgithub.com · Date not supplied
  3. Install/Update Wrangler · Cloudflare Workers docsdevelopers.cloudflare.com · 2026-10-11
  4. Homebrew Formulae: cloudflare-wranglerformulae.brew.sh · Date not supplied
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  1. Install/Update Wranglerdevelopers.cloudflare.com · 2026-10-12
  2. Releases · cloudflare/workers-sdkgithub.com · 2026-10-14
  3. Cloudflare Docsdevelopers.cloudflare.com · Date not supplied
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  5. Install / Update · Cloudflare Workers docsdevelopers.cloudflare.com · 2026-04-23
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  1. Releases: cloudflare/workers-sdk - GitHubgithub.com · Date not supplied
  2. Install/Update Wrangler · Cloudflare Workers docsdevelopers.cloudflare.com · Date not supplied
  3. wrangler - npmnpmjs.com · Date not supplied
  4. Use the latest JavaScript features with Wrangler CLI v4.0.0-rc.0developers.cloudflare.com · 2025-02-28
  5. Use the latest JavaScript features with Wrangler CLI v4.0.0-rc.06dd64504.preview.developers.cloudflare.com · 2025-02-28
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  1. Migrate from Wrangler v3 to v4 · Cloudflare Workers docs - Migrate from Wrangler v3 to v4developers.cloudflare.com · 2026-04-22
  2. description: Wrangler v4 is availabledevelopers.cloudflare.com · 2025-03-13
  3. cloudflare-wranglerformulae.brew.sh · Date not supplied
  4. Use the latest JavaScript features with Wrangler CLI v4 · Changelogdevelopers.cloudflare.com · 2025-03-13
  5. Untitled resultraw.githubusercontent.com · 2025-03-13
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  3. Releases · cloudflare/workers-sdkgithub.com · Date not supplied
  4. Wrangler · Cloudflare Workers docsdevelopers.cloudflare.com · Date not supplied
  5. Unable to update wrangler - Cloudflare Workerscommunity.cloudflare.com · Date not supplied
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  1. github cloudflare/wrangler-legacy v1.6.0-rc.0newreleases.io · Date not supplied
  2. github cloudflare/wrangler-legacy v1.5.0-rc.0newreleases.io · Date not supplied
  3. developers.cloudflare.comdevelopers.cloudflare.com · Date not supplied
  4. 2025 03 13 wrangler v4developers.cloudflare.com · Date not supplied
  5. 2025 03 13 wrangler v4developers.cloudflare.com · Date not supplied
latest version of Expo SDKversions · Right answer: 58.0.16
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  3. r/reactnative - 🚀 Expo SDK 55 is here — and it's a big one.reddit.com · Date not supplied
  4. Expo SDK referencedocs.expo.dev · Date not supplied
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  3. exponpmjs.com · 2013-05-27
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  2. Releases · expo/expo · GitHubgithub.com · Date not supplied
  3. exponpmjs.com · 2026-10-19
  4. Changelog — Expoexpo.dev · Date not supplied
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  1. Changelog - Expoexpo.dev · 2026-10-07
  2. Expoexpo.io · Date not supplied
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  3. Changelog — Expoexpo.dev · Date not supplied
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  2. Expo SDK 56 — Expo changelogexpo.dev · 2026-05-20
  3. How to upgrade to Expo SDK 55 — Expo blogexpo.dev:443 · 2026-02-25
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  2. exponpmjs.com · Date not supplied
  3. r/reactnative - 🚀 Expo SDK 55 is here — and it's a big one.reddit.com · Date not supplied
  4. Expo SDK referencedocs.expo.dev · Date not supplied
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  3. docs.expo.devdocs.expo.dev · Date not supplied
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latest version of openai npm packageversions · Right answer: 7.39.0
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  3. npm | Profilenpmjs.com · Date not supplied
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  1. openainpmjs.com · 2026-10-19
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  3. npm | Profilenpmjs.com · Date not supplied
  4. openai 7.39.0 on Node.js NPMnewreleases.io · 2026-10-18
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  2. openaisecurity.snyk.io · 2026-10-09
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  4. Openai NPM | npm.ionpm.io · 2020-07-09
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  1. openai - npmnpmjs.com · 2026-07-08
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  3. openai - npmnpmjs.com · Date not supplied
  4. openai - npmnpmjs.com · 2026-07-08
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latest version of Claude Codeversions · Right answer: 2.1.304
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  5. Latest versions in Codex CLI, Claude Code, Cursor Agent, OpenCode, and pi | Harness Notesharnessnotes.com · 2026-10-19
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  3. @anthropic-ai/claude-code - npmnpmjs.com · Date not supplied
  4. Claude Code changelog - Claude Code Docscode.claude.com · Date not supplied
  5. Releases · anthropics/claude-code · GitHubgithub.com · Date not supplied
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  1. Releases · anthropics/claude-code - GitHubgithub.com · 2026-10-18
  2. Claude Code by Anthropic | AI Coding Agent, Terminal, IDEclaude.com · 2026-09-17
  3. What's new - Claude Code Docscode.claude.com · Date not supplied
  4. Claude Code: Anthropic's Terminal AI Coding Agent | AI/TLDRai-tldr.dev · 2026-10-16
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  2. Claude Code changelog - Claude Code Docscode.claude.com · Date not supplied
  3. Releases · anthropics/claude-codegithub.com · Date not supplied
  4. @anthropic-ai/claude-code - npmnpmjs.com · Date not supplied
  5. Claude Code Updates by Anthropic - October 2026 · 2026-09-29
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  2. anthropic-ai/claude-codenpmjs.com · Date not supplied
  3. Claude Code by Anthropic | AI Coding Agent, Terminal, IDEclaude.com · Date not supplied
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latest version of Vercel AI SDKversions · Right answer: 7.0.145
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  3. Changelogvercel.com · Date not supplied
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  3. ai on NPM | Release Alertreleasealert.dev · Date not supplied
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  5. vercel/aigithub.com · 2023-05-23
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  3. ai on NPM | Release Alertreleasealert.dev · Date not supplied
  4. AI SDK 7.0.143whatsnew.fyi · 2026-10-16
  5. Vercel AI SDKai-sdk.dev · Date not supplied
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  2. AI SDK 7 is now available - Vercelvercel.com · 2026-06-25
  3. AI SDKvercel.com · 2026-10-05
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  5. What's New in Vercel AI SDK 7 (October 2026)developersdigest.tech · 2026-10-17
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  3. AI SDK 7vercel.com · Date not supplied
  4. Vercel AI SDKai-sdk.dev · Date not supplied
  5. Vercel AI SDK Updates by Vercel - September 2026 - Releasebotreleasebot.io · 2026-10-15
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  3. Changelogvercel.com · Date not supplied
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  5. AI SDK 6vercel.com · Date not supplied
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  3. ai-sdk.devai-sdk.dev · Date not supplied
  4. vercel ai sdkinfoq.com · Date not supplied
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  3. Releases · TanStack/querygithub.com · 2026-10-17
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  3. Release 2026-10-17 17:53github.com · 2026-10-17
  4. @tanstack/react-query - npmnpmjs.com · Date not supplied
  5. @tanstack/react-query@5.104.2github.com · 2026-10-11
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  1. tanstack/react-querynpmjs.com · 2026-10-18
  2. Releases · TanStack/query · GitHubgithub.com · 2026-10-19
  3. Release 2026-10-17 17:53github.com · 2026-10-17
  4. TanStack Querytanstack.com · Date not supplied
  5. TanStack Query updates | Updates Hubupdateshub.net · Date not supplied
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  1. Releases · TanStack/query - GitHubgithub.com · 2026-10-18
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  3. TanStack Query Docstanstack.com · Date not supplied
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  2. Tanstack Release Notes - October 2026 Latest Updatesreleasebot.io · 2026-10-02
  3. Querytanstack.com · Date not supplied
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  1. Release Release 2026-10-17 17:53 · TanStack/querygithub.com · 2026-10-17
  2. TanStack Query Docstanstack.com · Date not supplied
  3. TanStack/query release-2026-05-02-0413 on GitHubnewreleases.io · 2026-05-02
  4. TanStack/query release-2026-05-18-1948 on GitHubnewreleases.io · 2026-05-18
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  3. Releases · TanStack/querygithub.com · 2026-10-02
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latest version of FastAPIversions · Right answer: 0.150.0
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  1. Release Notes - FastAPIfastapi.tiangolo.com · 2026-10-19
  2. fastapipypi.org · Date not supplied
  3. Releases · fastapi/fastapigithub.com · Date not supplied
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  1. fastapi v0.150.0pypi.org · Date not supplied
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  3. Release Notes - FastAPIfastapi.tiangolo.com · 2026-10-20
  4. fastapi (PyPI) — latest version 0.150.0vigia.coredls.cloud · 2026-10-19
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  1. Release Notes - FastAPIfastapi.tiangolo.com · 2026-10-20
  2. Releases · fastapi/fastapi · GitHubgithub.com · Date not supplied
  3. fastapi v0.143.2pypi.org · Date not supplied
  4. fastapi (PyPI) — latest version 0.150.0vigia.coredls.cloud · 2026-10-19
  5. fastapi on Python Package Index | Release Alertreleasealert.dev · Date not supplied
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  1. Release Notesfastapi.tiangolo.com · 2026-10-19
  2. fastapi · PyPIpypi.org · 2018-12-08
  3. Releases · fastapi/fastapi - GitHubgithub.com · 2026-10-18
  4. Versions | fastapi | PyPIdeps.dev · 2026-10-18
  5. fastapipypi.org · 2018-12-08
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  1. Release Notes - FastAPI - Tiangolo.comfastapi.tiangolo.com · 2026-10-16
  2. fastapipypi.org · 2026-09-30
  3. Releases · fastapi/fastapi · GitHubgithub.com · Date not supplied
  4. fastapi · PyPIpypi.org · 2026-10-15
  5. fastapi · PyPIpypi.org · 2026-10-16
Wrong

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  1. Release Notes¶fastapi.tiangolo.com · 2026-10-17
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Wrong

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Wrong

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latest version of uvversions · Right answer: 0.13.2
Wrong

Top five results

  1. uvpypi.org · Date not supplied
  2. Releases · astral-sh/uvgithub.com · 2026-10-09
  3. Installation | uv - Astral Docsdocs.astral.sh · Date not supplied
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Right

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  1. Package uv · GitHubgithub.com · Date not supplied
  2. uv · PyPIpypi.org · Date not supplied
  3. Release 0.13.0 · astral-sh/uv · GitHubgithub.com · 2026-10-09
  4. Tools | uv - Astral Docsdocs.astral.sh · 2026-10-14
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Right

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  1. Releases · astral-sh/uv · GitHubgithub.com · 2026-10-19
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Right

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  1. pypi.org · project · uvuv · PyPIpypi.org · 2024-02-15
  2. Releases: astral-sh/uv - GitHubgithub.com · 2026-10-14
  3. Installation | uv - Astraldocs.astral.sh · 2026-10-14
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Right

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  1. Releases: astral-sh/uv - GitHubgithub.com · Date not supplied
  2. uv/CHANGELOG.md at main · astral-sh/uv · GitHubgithub.com · 2026-10-09
  3. uv - Astral Docsdocs.astral.sh · 2026-03-13
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  5. uvpypi.org · 2026-10-19
Right

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  1. uv 0.13.0 on Python PyPI - uv 0.13.0newreleases.io · 2026-10-08
  2. uv 0.12.19 on Python PyPI - uv 0.12.19newreleases.io · 2026-09-24
  3. astral-sh/uv 0.12.17 on GitHubnewreleases.io · 2026-09-17
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Wrong

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  1. Releases · astral-sh/uvgithub.com · Date not supplied
  2. uvpypi.org · Date not supplied
  3. Installation | uv - Astral Docsdocs.astral.sh · Date not supplied
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  5. Tools | uv - Astral Docsdocs.astral.sh · Date not supplied
Wrong

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latest version of Hugging Face Transformersversions · Right answer: 5.20.2
Right

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  2. Releases · huggingface/transformersgithub.com · Date not supplied
  3. Installationhuggingface.co · Date not supplied
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Right

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  1. Releases · huggingface/transformers · GitHubgithub.com · Date not supplied
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  3. transformersanaconda.org · 2026-10-19
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Right

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  1. Releases · huggingface/transformers · GitHubgithub.com · Date not supplied
  2. transformers v5.20.0pypi.org · Date not supplied
  3. transformersanaconda.org · 2026-10-19
  4. Release v5.20.1github.com · 2026-10-16
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Wrong

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  1. Transformers - Hugging Facehuggingface.co · Date not supplied
  2. github.com › huggingface › transformersReleases · huggingface/transformers - GitHubgithub.com · 2026-10-16
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Wrong

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  1. Releases · huggingface/transformers - GitHubgithub.com · Date not supplied
  2. Transformersreleases.sh · 2026-09-30
  3. Transformershuggingface.co · Date not supplied
  4. Hugging Face Release Notes - October 2026 Latest Updates · 2026-08-26
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Wrong

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  3. Releases · huggingface/transformers - Skip to contentgithub.com · 2026-07-15
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Wrong

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  2. Releases · huggingface/transformersgithub.com · Date not supplied
  3. Hugging Face – The AI community building the future.huggingface.co · Date not supplied
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Wrong

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latest version of LiteLLMversions · Right answer: 1.106.0
Right

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  1. Release Notesdocs.litellm.ai · Date not supplied
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Right

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  1. litellm v1.106.0pypi.org · Date not supplied
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Right

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  1. Releases · BerriAI/litellmgithub.com · Date not supplied
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  3. Tags · BerriAI/litellm · GitHubgithub.com · Date not supplied
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  5. litellmanaconda.org · 2026-10-18
Wrong

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  5. Releases · langchain-ai/langchain-litellm - GitHubgithub.com · 2026-10-14
Right

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  1. Releases · BerriAI/litellmgithub.com · Date not supplied
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  3. liteLLM Release Notes - October 2026 Latest Updates - Releasebotreleasebot.io · 2026-10-13
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Right
Right

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  1. Release Notesdocs.litellm.ai · Date not supplied
  2. Releases · BerriAI/litellmgithub.com · Date not supplied
  3. litellmpypi.org · Date not supplied
  4. LiteLLM — Open-Source AI Gateway & LLM Proxylitellm.ai · Date not supplied
  5. Release Cycledocs.litellm.ai · Date not supplied
Wrong

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  1. Release Notesdocs.litellm.ai · Date not supplied
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latest version of Electronversions · Right answer: 44.9.0
Right

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  1. All | Electron Releasesreleases.electronjs.org · Date not supplied
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  3. electronnpmjs.com · 2026-10-17
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  5. Schedule | Electron Releasesreleases.electronjs.org · Date not supplied
Right

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  1. Releases · electron/electron - GitHubgithub.com · 2026-10-14
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  3. electronnpmjs.com · Date not supplied
  4. Electron 44 | Electronelectronjs.org · 2026-08-25
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Wrong

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  1. Electron Releaseselectronjs.org · Date not supplied
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  5. Electron Releasesreleases.electronjs.org · Date not supplied
Wrong

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latest version of ESLintversions · Right answer: 10.13.0
Right

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Right
Right

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Right

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  2. v10.13.0github.com · 2026-10-16
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  5. Release Notes - ESLint - Pluggable JavaScript Lintereslint.org · 2026-10-16
Right

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  1. Find and fix problems in your JavaScript code - ESLint - Pluggable JavaScript Lintereslint.org · Date not supplied
  2. v10.13.0github.com · 2026-10-16
  3. Releases · eslint/eslint · GitHubgithub.com · Date not supplied
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Wrong
Right

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  1. eslintnpmjs.com · Date not supplied
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Wrong
latest version of Turborepoversions · Right answer: 2.11.9
Right

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  1. Releases · vercel/turborepogithub.com · Date not supplied
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  1. Releases · vercel/turborepo · GitHubgithub.com · Date not supplied
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Right

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  1. Releases · vercel/turborepo · GitHubgithub.com · Date not supplied
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Right

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  1. Releases · vercel/turborepogithub.com · 2026-10-16
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  5. Release Turborepo v2.11.9 · vercel/turborepogithub.com · 2026-10-16
Wrong

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  1. turbo - npmnpmjs.com · Date not supplied
  2. Releases · vercel/turborepo - GitHubgithub.com · Date not supplied
  3. turbo - npmnpmjs.com · Date not supplied
  4. turbo - npmnpmjs.com · Date not supplied
  5. turbo - npmnpmjs.com · Date not supplied
Right
Right

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  1. Releases · vercel/turborepogithub.com · Date not supplied
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  4. Turborepoturborepo.dev · Date not supplied
  5. Turborepo 2.11turborepo.dev · Date not supplied
Wrong

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latest version of Nuxtversions · Right answer: 4.6.2
Right

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  1. nuxtnpmjs.com · 2026-10-17
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  1. Releases · nuxt/nuxt - GitHubgithub.com · 2026-10-16
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  4. Nuxt Latest Version - Support Lifecycle & EOLversionlog.com · 2026-10-05
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Wrong

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  3. Nuxt 4.5nuxt.org.cn · 2026-07-17
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  5. nuxtnpmjs.com · Date not supplied
Wrong

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latest version of Next.jsversions · Right answer: 16.4.2
Right

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  1. Next.jsnextjs.org · Date not supplied
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  4. Upgradingnextjs.org · Date not supplied
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  1. Next.jsnextjs.org · Date not supplied
  2. Next.jsnpmjs.com · 2026-10-16
  3. next - npmnpmjs.com · Date not supplied
  4. Releases · vercel/next.js · GitHubgithub.com · Date not supplied
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Wrong

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  1. nextjs.org › blogNext.js Blog | Next.js by Vercel - The React Frameworknextjs.org · 2026-10-16
  2. Next.jsnpmjs.com · 2025-09-10
  3. Next.js 16nextjs.org · Date not supplied
  4. Next.js 16.4nextjs.org · 2026-10-06
  5. Next.js 16.3nextjs.org · Date not supplied
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  1. Releases · vercel/next.jsgithub.com · Date not supplied
  2. Next.js Blog | Next.js by Vercel - The React Frameworknextjs.org · Date not supplied
  3. Upgrading - Next.jsnextjs.org · 2026-10-06
  4. next - npmnpmjs.com · 2016-04-02
  5. Next.js 16.3 | Next.jsnextjs.org · 2026-08-03
Wrong
Right

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  1. Next.js Blog | Next.js by Vercel - The React Frameworknextjs.org · Date not supplied
  2. Next.jsnpmjs.com · Date not supplied
  3. Next.js by Vercel - The React Frameworknextjs.org · Date not supplied
  4. Releases · vercel/next.jsgithub.com · Date not supplied
  5. Installationnextjs.org · Date not supplied
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  1. Next.js 16.2 Released: What's New for Developers in April 2026hashnode.com · Date not supplied
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  3. Next.js: Releases, patches & end-of-lifeversio.io · Date not supplied
  4. Next.js 16.2 Released: What's New for Developers in April 2026hashnode.com · Date not supplied
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latest version of Vitestversions · Right answer: 5.0.5
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  1. vitestnpmjs.com · 2026-10-16
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  1. vitest - npmnpmjs.com · Date not supplied
  2. Releases · vitest-dev/vitestgithub.com · Date not supplied
  3. Releases | Vitestmain.vitest.dev · Date not supplied
  4. vitest - npmnpmjs.com · 2010-01-04
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  1. Announcing Vitest 5.0vitest.dev · 2026-09-27
  2. Vitestmain.vitest.dev · 2026-09-02
  3. vitest-dev/vitest v5.0.0 on GitHubnewreleases.io · 2026-09-02
  4. Release v5.0.0 · vitest-dev/vitest - Skip to contentgithub.com · 2026-09-02
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latest version of React Nativeversions · Right answer: 0.88.0
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  3. Releases Overview · React Nativereactnative.dev · 2026-11-03
  4. React Native 0.88 - Web-Based Event Dispatching, Variable Fonts, SceneDelegate, no breaking changes · React Nativereactnative.dev · 2026-10-19
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  1. Versions · React Nativereactnative.dev · Date not supplied
  2. react-native - npmnpmjs.com · 2026-10-16
  3. Releases Overview · React Nativereactnative.dev · 2026-07-27
  4. React Native 0.88 - Web-Based Event Dispatching, Variable Fonts, SceneDelegate, no breaking changes · React Nativereactnative.dev · 2026-10-19
  5. Releases · react/react-nativegithub.com · Date not supplied
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  1. reactnative.dev › blogBlog · React Nativereactnative.dev · 2026-08-11
  2. Releases · react/react-native - GitHubgithub.com · 2026-10-15
  3. React Native 0.88 - Web-Based Event Dispatching, Variable ...reactnative.dev · Date not supplied
  4. Releases · react/react-nativegithub.com · 2026-10-15
  5. Versions · React Nativereactnative.dev · Date not supplied
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  1. Releases Overviewreactnative.dev · 2026-11-03
  2. Versions · React Nativereactnative.dev · Date not supplied
  3. React Nativereactnative.dev · Date not supplied
  4. Releases · react/react-nativegithub.com · Date not supplied
  5. React Native 0.87 - Strict TypeScript API, Metro Update, Swift Package Manager, AGP 9 Support · React Nativereactnative.dev · 2026-08-11
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  1. Releases Overview · React Nativereactnative.dev · 2026-05-06
  2. Untitled resultreactnative.dev · 2026-02-10
  3. React Native 0.87 - Strict TypeScript API, Metro Update, Swift Package Manager, AGP 9 Support · React Nativereactnative.dev · 2026-08-10
  4. 版本概覽 · React Native 框架native.react.com.tw · 2026-05-06
  5. React Native 版本native.react.com.tw · 2026-11-03
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  1. react-native | npm.ionpm.io · 2015-01-27
  2. react-native - npmnpmjs.com · Date not supplied
  3. Latest React Native Version Ships With Android 16 Support - The New Stackthenewstack.io · 2025-08-23
  4. react-native - npmnpmjs.com · Date not supplied
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latest version of Anthropic TypeScript SDKversions · Right answer: 0.135.0
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  1. Anthropic SDK TypeScriptgithub.com · Date not supplied
  2. anthropic-ai/sdknpmjs.com · Date not supplied
  3. anthropic-ai/sdkclassic.yarnpkg.com · 2024-12-17
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  1. @anthropic-ai/sdknpmjs.com · Date not supplied
  2. Releases · anthropics/anthropic-sdk-typescript · GitHubgithub.com · Date not supplied
  3. CHANGELOG.mdgithub.com · 2026-10-15
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  5. @anthropic-ai/sdksocket.dev · Date not supplied
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  1. @anthropic-ai/sdknpmjs.com · 2026-10-09
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  3. CHANGELOG.mdgithub.com · 2026-10-15
  4. TypeScript SDKplatform.claude.com · Date not supplied
  5. @anthropic-ai/sdksocket.dev · Date not supplied
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  1. @anthropic-ai/sdk - npmnpmjs.com · Date not supplied
  2. GitHub - anthropics/anthropic-sdk-typescript: Access to Anthropic's safety-first language model APIs in TypeScript · GitHubgithub.com · Date not supplied
  3. Releases · anthropics/anthropic-sdk-typescript - GitHubgithub.com · Date not supplied
  4. @anthropic-ai/sdk - npmnpmjs.com · Date not supplied
  5. @ai-sdk/anthropic - npmnpmjs.com · Date not supplied
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  1. Full Changelog: [sdk-v0.73.0.raw.githubusercontent.com · Date not supplied
  2. @anthropic-ai/sdk - @anthropic-ai/sdkapp.unpkg.com · 2026-05-13
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  1. Anthropic SDK TypeScriptgithub.com · Date not supplied
  2. anthropic-ai/sdknpmjs.com · Date not supplied
  3. anthropic-ai/sdkclassic.yarnpkg.com · 2026-03-16
  4. Anthropic SDK TypeScript Filessourceforge.net · Date not supplied
  5. TypeScript SDK Design Patterns for AI Agent Platformszylos.ai · 2026-02-22
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  1. anthropic sdk typescriptreleasealert.dev · Date not supplied
  2. cdn.jsdelivr.netcdn.jsdelivr.net · Date not supplied
  3. tessl.iotessl.io · Date not supplied
  4. Toggle navigationjsdelivr.com · Date not supplied
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latest version of OpenAI Codex CLIversions · Right answer: 0.163.0
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  1. openai/codex: Lightweight coding agent that runs in your ...github.com · Date not supplied
  2. Codex CLIlearn.chatgpt.com · Date not supplied
  3. OpenAI releases Codex CLI: what developers should knowaugmentcode.com · Date not supplied
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  2. Releases · openai/codex · GitHubgithub.com · Date not supplied
  3. openai-codex v0.163.0pypi.org · Date not supplied
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  5. @openai/codex | Snyksecurity.snyk.io · Date not supplied
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  1. Releases · openai/codex · GitHubgithub.com · Date not supplied
  2. @openai/codex - npmnpmjs.com · Date not supplied
  3. openai/codexnpmjs.com · 2026-10-16
  4. openai-codex v0.162.1pypi.org · Date not supplied
  5. Install codex on macOS with MacPortsports.macports.org · Date not supplied
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  1. Releases · openai/codex - GitHubgithub.com · Date not supplied
  2. @openai/codex - npmnpmjs.com · Date not supplied
  3. GitHub - openai/codex: Lightweight coding agent that runs in your terminal · GitHubgithub.com · Date not supplied
  4. @openai/codex - npmnpmjs.com · Date not supplied
  5. codex/codex-cli/package.json at main · openai/codex · GitHubgithub.com · Date not supplied
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  1. @openai/codexnpmjs.com · 2026-10-07
  2. ChatGPT & Codex changelog | ChatGPT Learnlearn.chatgpt.com · Date not supplied
  3. @codexed/codex-linux-arm64 - ⚠️npmjs.com · 2026-09-23
  4. @codexed/codex - ⚠️npmjs.com · 2026-09-23
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  1. openai/codex: Lightweight coding agent that runs in your ...github.com · Date not supplied
  2. Codex CLIlearn.chatgpt.com · Date not supplied
  3. Releases · openai/codexgithub.com · Date not supplied
  4. OpenAI releases Codex CLI: what developers should knowaugmentcode.com · Date not supplied
  5. Introducing the Open-Source Codex Security CLIcommunity.openai.com · Date not supplied
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  1. github.comgithub.com · Date not supplied
  2. mapping openais full ai suite after codex cli debutvisualstudiomagazine.com · Date not supplied
  3. codex clidocs.digitalocean.com · Date not supplied
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latest version of pnpmversions · Right answer: 12.14.0
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  2. pnpm - npmnpmjs.com · Date not supplied
  3. pnpm 10.21 | pnpmpnpm.io · Date not supplied
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  1. Fast, disk space efficient package manager | pnpmpnpm.io · Date not supplied
  2. pnpm - npmnpmjs.com · 2026-03-24
  3. pnpmnpmjs.com · 2026-10-16
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  5. Blog | pnpmpnpm.io · 2026-10-15
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  1. Releases · pnpm/pnpmgithub.com · 2026-10-15
  2. pnpm 12.0pnpm.io · Date not supplied
  3. pnpm 11.0pnpm.io · Date not supplied
  4. Blogpnpm.io · 2026-10-03
  5. pnpmnpmjs.com · 2025-09-17
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  2. pnpm - npmnpmjs.com · Date not supplied
  3. pnpm 11.0 | pnpmpnpm.io · Date not supplied
  4. pnpm - npmnpmjs.com · 2012-03-04
  5. pnpm 12.0 | pnpmpnpm.io · Date not supplied
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  1. release | pnpmpnpm.io · 2026-10-14
  2. pnpm 12.9.1 | pnpmpnpm.io · 2026-10-02
  3. Blog | pnpmpnpm.io · Date not supplied
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  5. pnpm 11.0 | pnpmpnpm.cn · 2026-04-27
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  2. pnpm - npmnpmjs.com · Date not supplied
  3. Releases · pnpm/pnpm - GitHubgithub.com · Date not supplied
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latest version of Ruffversions · Right answer: 0.17.1
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  2. Releases · astral-sh/ruffgithub.com · 2026-10-15
  3. Ruff - Astral Docsdocs.astral.sh · Date not supplied
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  1. ruff v0.17.1pypi.org · Date not supplied
  2. Releases · astral-sh/ruff · GitHubgithub.com · 2026-10-15
  3. astral-sh/ruffgithub.com · 2022-08-09
  4. ruffanaconda.org · 2026-10-15
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  1. ruff v0.17.1pypi.org · Date not supplied
  2. Releases · astral-sh/ruff · GitHubgithub.com · 2026-10-15
  3. astral-sh/ruffgithub.com · 2022-08-09
  4. ruffanaconda.org · 2026-10-15
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  3. Releases 369github.com · 2026-10-15
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  1. ruff/CHANGELOG.md at main - astral-shgithub.com · 2026-10-15
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  3. ruffpypi.org · 2026-10-01
  4. ruff · PyPIpypi.org · 2026-10-15
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  1. Releases · astral-sh/ruff · GitHubgithub.com · 2026-10-15
  2. ruff v0.16.10pypi.org · Date not supplied
  3. astral-sh/ruffgithub.com · 2022-08-09
  4. ruffanaconda.org · 2026-10-15
  5. ruffcrates.io · 2023-01-13
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  4. RubyGems Navigation menurubygems.org · Date not supplied
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latest version of anthropic Python SDKversions · Right answer: 1.15.0
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  1. Anthropic SDK Pythongithub.com · Date not supplied
  2. Anthropic released an official Python SDK for Claude Codereddit.com · Date not supplied
  3. Anthropic SDK Python downloadsourceforge.net · Date not supplied
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  1. anthropic v1.15.0pypi.org · Date not supplied
  2. Releases · anthropics/anthropic-sdk-python · GitHubgithub.com · Date not supplied
  3. pyproject.tomlgithub.com · Date not supplied
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  5. anthropic (PyPI) — latest version 1.15.0vigia.coredls.cloud · 2026-10-15
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  1. anthropic v1.15.0pypi.org · Date not supplied
  2. Releases · anthropics/anthropic-sdk-python · GitHubgithub.com · Date not supplied
  3. pyproject.tomlgithub.com · Date not supplied
  4. Python SDKplatform.claude.com · Date not supplied
  5. anthropic (PyPI) — latest version 1.15.0vigia.coredls.cloud · 2026-10-15
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  1. Releases · anthropics/anthropic-sdk-pythongithub.com · 2026-10-09
  2. Claude Platform release notesdocs.anthropic.com · Date not supplied
  3. Releases · anthropics/claude-agent-sdk-python - GitHubgithub.com · 2026-10-15
  4. anthropicpypi.org · 2026-08-19
  5. anthropicpypi.org · 2026-09-28
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  1. Releases: anthropics/anthropic-sdk-python - GitHubgithub.com · Date not supplied
  2. anthropic · PyPIpypi.org · 2026-10-15
  3. Anthropic SDK Pythongithub.com · Date not supplied
  4. anthropic · PyPIpypi.org · 2026-10-15
  5. anthropic · PyPIpypi.org · 2026-10-14
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  1. anthropic - https://githubwikidata.org · 2026-10-09
  2. * pass speed parameter through in sync beta count_tokens ([1dd6119](https://githubraw.githubusercontent.com · 2025-11-24
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  1. anthropic v1.13.0pypi.org · Date not supplied
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  3. pyproject.tomlgithub.com · Date not supplied
  4. Python SDKplatform.claude.com · Date not supplied
  5. anthropic (PyPI) — latest version 1.15.0vigia.coredls.cloud · 2026-10-15
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latest version of Reactversions · Right answer: 19.3.1
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  1. React Versionsreact.dev · Date not supplied
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  1. Untitled resultreact.dev · Date not supplied
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  5. React ecosystem release trackerreactjs.dev · Date not supplied
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  1. Untitled resultreact.dev · Date not supplied
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  3. react - npmnpmjs.com · 2026-10-15
  4. React ecosystem release trackerreactjs.dev · Date not supplied
  5. react - npmnpmjs.com · Date not supplied
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  1. React Versionsreact.dev · Date not supplied
  2. github.com › react › reactReleases · react/react - GitHubgithub.com · 2026-10-14
  3. Releases · react/reactgithub.com · 2026-10-14
  4. Releases · react/react · GitHubgithub.com · 2026-10-14
  5. Версії React – Reactuk.react.dev · Date not supplied
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  1. React Versionsreact.dev · Date not supplied
  2. React Blog – Reactreact.dev · Date not supplied
  3. React 19.3 – Reactreact.dev · Date not supplied
  4. Reactnpmjs.com · 2019-03-01
  5. React Updates by Meta - September 2026 - Releasebotreleasebot.io · 2026-04-18
Wrong

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  1. React 19: What's New for Developers [2026]scrimba.com · 2026-07-24
  2. sarkatech/nextjs-starter#12: Bump react and @types/react - Bump react and @types/reactdependabot.ecosyste.ms · Date not supplied
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  1. React Versionsreact.dev · Date not supplied
  2. React - Versionslegacy.reactjs.org · Date not supplied
  3. React 19.2react.dev · Date not supplied
  4. reactnpmjs.com · Date not supplied
  5. React Latest Version: Exploring New Features & Updatesdev.to · Date not supplied
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  1. Latest React Versiongurubase.io · Date not supplied
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  3. React Versionszh-hant.react.dev · Date not supplied
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latest version of SvelteKitversions · Right answer: 3.1.0
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  2. sveltejs/kitnpmjs.com · Date not supplied
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  5. Blogsvelte.dev · Date not supplied
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  1. @sveltejs/kitnpmjs.com · 2026-10-15
  2. Releases · sveltejs/kitgithub.com · Date not supplied
  3. SvelteKit 3 is heresvelte.dev · 2026-10-01
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  1. @sveltejs/kitnpmjs.com · 2020-10-14
  2. SvelteKit 3 is heresvelte.dev · 2026-10-01
  3. packages/kit/CHANGELOG.mdgithub.com · Date not supplied
  4. @sveltejs/kit | Snyksecurity.snyk.io · Date not supplied
  5. npm | Profilenpmjs.com · Date not supplied
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  1. SvelteKit 3 is heresvelte.dev · 2026-10-01
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  3. kit — Sveltereleases.sh · 2026-10-14
  4. The SvelteKit 3 Release Candidate is heresvelte.dev · 2026-08-13
  5. Blog • Sveltesvelte.dev · 2026-10-01
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  1. sveltejs/kitnpmjs.com · Date not supplied
  2. Svelte Release Notes & Changelog · August 2026 — releases.shreleases.sh · Date not supplied
  3. SvelteKit 3 is heresvelte.dev · Date not supplied
  4. The SvelteKit 3 Release Candidate is heresvelte.dev · Date not supplied
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  1. SvelteKit 3 is heresvelte.dev · 2026-09-30
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latest version of Playwrightversions · Right answer: 1.64.1
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  3. Playwright v1.64.1 · StackPulsestackpulse.work · 2026-10-14
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  1. playwrightnpmjs.com · 2026-10-14
  2. Releases · microsoft/playwright · GitHubgithub.com · 2026-09-04
  3. Release notesplaywright.dev · Date not supplied
  4. Playwright v1.64.1 · StackPulsestackpulse.work · 2026-10-14
  5. playwright - conda-forge | Anaconda.organaconda.org · Date not supplied
Right

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  1. Release notes | Playwright Pythonplaywright.dev · Date not supplied
  2. Releases · microsoft/playwright - GitHubgithub.com · 2026-10-14
  3. Latest Playwright Release Notes & Version Updates | TestDinotestdino.com · 2026-10-10
  4. playwright - PyPIpypi.org · 2026-09-15
  5. playwright - PyPIpypi.org · 2021-03-10
Right

Top five results

  1. playwrightnpmjs.com · 2026-10-14
  2. Releases · microsoft/playwright · GitHubgithub.com · 2026-09-04
  3. Release notesplaywright.dev · Date not supplied
  4. Playwright v1.64.1 · StackPulsestackpulse.work · 2026-10-14
  5. Install playwright with npm | pkg.sopkg.so · 2026-10-14
Right
Right

Top five results

  1. playwright - npmnpmjs.com · Date not supplied
  2. Release notes | Playwrightplaywright.dev · Date not supplied
  3. Releases · microsoft/playwright - GitHubgithub.com · Date not supplied
  4. playwright on NPM | Release Alertreleasealert.dev · 2026-10-14
  5. Fast and reliable end-to-end testing for modern web apps | Playwrightplaywright.dev · Date not supplied
Wrong

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  1. Latest version of com.microsoft.playwright:playwrightjavadoc.io · Date not supplied
  2. Latest version of com.microsoft.playwright:playwrightjavadoc.io · Date not supplied
  3. Latest version of com.microsoft.playwright:driverjavadoc.io · Date not supplied
  4. Latest version of com.microsoft.playwright:playwrightjavadoc.io · Date not supplied
  5. Playwright: Releases, patches & end-of-lifeversio.io · Date not supplied
latest version of Vueversions · Right answer: 3.5.44
Wrong

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  1. Releasesvuejs.org · Date not supplied
  2. vuenpmjs.com · Date not supplied
  3. Vue 2 Has Reached End of Lifev2.vuejs.org · Date not supplied
  4. Releases · vuejs/coregithub.com · Date not supplied
  5. What's the future of Vue? Will there be a Vue 4? : r/vuejsreddit.com · Date not supplied
Right

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  1. vue - npmnpmjs.com · Date not supplied
  2. v3.5.44github.com · 2026-10-13
  3. Releases | Vue.jsvuejs.org · Date not supplied
  4. CHANGELOG.mdgithub.com · 2026-10-13
  5. vue | Snyksecurity.snyk.io · Date not supplied
Right

Top five results

  1. v3.5.44github.com · 2026-10-13
  2. vuenpmjs.com · 2026-10-13
  3. vue - npmnpmjs.com · Date not supplied
  4. CHANGELOG.mdgithub.com · 2026-10-13
  5. Releases · vuejs/coregithub.com · Date not supplied
Right

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  1. Releasesvuejs.org · Date not supplied
  2. vuenpmjs.com · 2025-09-02
  3. github.com › vuejs › coreReleases · vuejs/core - GitHubgithub.com · 2026-10-16
  4. Vue.jsvuejs.org · Date not supplied
  5. Vue - endoflife.dateendoflife.date · 2026-10-14
Right

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  1. Releases - Vue.jsvuejs.org · Date not supplied
  2. vuenpmjs.com · Date not supplied
  3. Vue.js Latest Version - Support Lifecycle & EOLversionlog.com · 2026-07-16
  4. Releases - Vue.jsvuejs.org · Date not supplied
  5. Vue Release Notes - October 2026 Latest Updates - Releasebotreleasebot.io · 2026-02-05
Wrong

Top five results

  1. News for package vue.js - - [2026-10-01] Accepted vuetracker.debian.org · 2026-10-01
  2. endoflife.date/products/vue.md at 3407e69578a9937944b9f8f5dde6c1f9f1879671 · endoflife-date/endoflife.date · GitHub - ---github.com · 2026-01-19
  3. Vue.js 最新バージョン情報 | OSSサポートのOpenStandia™【NRI】openstandia.jp · Date not supplied
  4. Vue.js - Vue.jsbrowse.library.kiwix.org · 2025-11-23
  5. Untitled resultraw.githubusercontent.com · Date not supplied
Right

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  1. Releasesvuejs.org · Date not supplied
  2. vuenpmjs.com · Date not supplied
  3. Vue 2 Has Reached End of Lifev2.vuejs.org · Date not supplied
  4. Releases · vuejs/coregithub.com · Date not supplied
  5. What's the future of Vue? Will there be a Vue 4? : r/vuejsreddit.com · Date not supplied
Wrong

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  1. gitlink.org.cngitlink.org.cn · Date not supplied
  2. This is the repo for Vue 2. For Vue 3, go to https://github.com/vuejs/corecode.morphllm.com · Date not supplied
  3. Embed presentationslideshare.net · Date not supplied
  4. Vue 2 has reached End of Lifelibraries.io · Date not supplied
  5. portal.gitnation.orgportal.gitnation.org · Date not supplied
latest version of Zodversions · Right answer: 4.6.7
Right

Top five results

  1. Release noteszod.dev · Date not supplied
  2. zodnpmjs.com · Date not supplied
  3. Releases · colinhacks/zodgithub.com · Date not supplied
  4. Zod: Introzod.dev · Date not supplied
  5. Versioningzod.dev · Date not supplied
Right

Top five results

  1. Zodnpmjs.com · 2026-10-11
  2. Releases · colinhacks/zod · GitHubgithub.com · Date not supplied
  3. zod - npmxnpmx.dev · Date not supplied
  4. zod (npm) — latest version 4.6.7vigia.coredls.cloud · 2026-10-12
  5. zod | Snyksecurity.snyk.io · Date not supplied
Right

Top five results

  1. zod - npmnpmjs.com · Date not supplied
  2. Installation - v3.zod.devv3.zod.dev · Date not supplied
  3. Zod | Documentationv3.zod.dev · Date not supplied
  4. zod - npmnpmjs.com · Date not supplied
  5. Release notes | Zodzod.dev · Date not supplied
Right

Top five results

  1. Release notes | Zodzod.dev · Date not supplied
  2. zodnpmjs.com · 2025-07-10
  3. Zod: Introzod.dev · Date not supplied
  4. Releases · colinhacks/zod - GitHubgithub.com · 2026-10-12
  5. Blog - Zodzod.dev · 2026-09-09
Right

Top five results

  1. zod - npmnpmjs.com · Date not supplied
  2. Releases · colinhacks/zod - GitHubgithub.com · Date not supplied
  3. zod - npmnpmjs.com · Date not supplied
  4. Zod - npmnpmjs.com · Date not supplied
  5. zod - npmnpmjs.com · Date not supplied
Wrong
Right

Top five results

  1. Release noteszod.dev · Date not supplied
  2. Zodnpmjs.com · Date not supplied
  3. Releases · colinhacks/zodgithub.com · Date not supplied
  4. Zod: Introzod.dev · Date not supplied
  5. Versioningzod.dev · Date not supplied
Wrong

Top five results

  1. github colinhacks/zod v4.0.1newreleases.io · Date not supplied
  2. zod@1.10.4 vulnerabilitiessecurity.snyk.io · Date not supplied
  3. data.safetycli.comdata.safetycli.com · Date not supplied
  4. @conform-to/zod vulnerabilitiessnyk.io · Date not supplied
  5. npm zod 3.14.5newreleases.io · Date not supplied
latest version of Pydanticversions · Right answer: 2.14.1
Right

Top five results

  1. pydantic · PyPIpypi.org · Date not supplied
  2. Pydantic Validation | Pydantic Docspydantic.dev · Date not supplied
  3. Releases · pydantic/pydanticgithub.com · Date not supplied
  4. Installation | Pydantic Docspydantic.dev · Date not supplied
  5. Announcement: Pydantic V2 Releasepydantic.dev · Date not supplied
Right

Top five results

  1. pydantic v2.14.1pypi.org · Date not supplied
  2. Releases · pydantic/pydantic · GitHubgithub.com · 2026-10-11
  3. Changelogpydantic.dev · 2026-10-08
  4. Announcement: Pydantic v2.14 Releasepydantic.dev · Date not supplied
  5. pydantic/pydantic · Release history · Sheeping Newssheeping.news · Date not supplied
Right

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  1. pydantic v2.13.4pypi.org · 2026-10-11
  2. Releases · pydantic/pydantic · GitHubgithub.com · 2026-10-11
  3. Pydantic Validation | Pydantic Docspydantic.dev · Date not supplied
  4. Announcement: Pydantic v2.14 Releasepydantic.dev · Date not supplied
  5. pydanticanaconda.org · 2026-10-11
Right

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  1. Releases · pydantic/pydanticgithub.com · 2026-10-11
  2. Pydantic | The end-to-end AI engineering stackpydantic.dev · 2026-10-08
  3. Upgrade Guide | Pydantic Docspydantic.dev · 2026-06-23
  4. Releases · pydantic/pydantic-aigithub.com · 2026-10-06
  5. Migration Guide | Pydantic Docspydantic.dev · Date not supplied
Right

Top five results

  1. Changelog | Pydantic Docspydantic.dev · 2026-10-08
  2. Releases · pydantic/pydantic - GitHubgithub.com · 2026-10-11
  3. pydantic · PyPIpypi.org · 2026-08-28
  4. pydantic · 17.6G downloads on PyPIpepy.tech · 2026-10-11
  5. Pydantic Release Notes - July 2026 Latest Updates - Releasebotreleasebot.io · 2026-07-27
Wrong

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  1. Pydantic v2.14: Python 3.15 Support, Lazy Imports, TypeForm & Morepydantic.dev · 2026-10-07
  2. pydantic - Pydantic Validationpypi.org · Date not supplied
  3. python-pydantic-2.12.3-1.fc43openkoji.iscas.ac.cn · 2026-10-08
  4. Untitled resultpydantic.dev · Date not supplied
  5. Index of /pool/main/p/pydantic/http.kali.org · Date not supplied
Right

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  1. pydantic · PyPIpypi.org · 2026-02-23
  2. Pydantic Validation | Pydantic Docspydantic.dev · Date not supplied
  3. Releases · pydantic/pydanticgithub.com · 2026-10-11
  4. Installation | Pydantic Docspydantic.dev · Date not supplied
  5. Announcement: Pydantic V2 Releasepydantic.dev · Date not supplied
Wrong

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  1. pypi.orgpypi.org · Date not supplied
  2. pypi pydantic 2.13.0newreleases.io · Date not supplied
  3. Path to this page:pkgsrc.se · Date not supplied
  4. www.eessi.ioeessi.io · Date not supplied
  5. pypi.orgpypi.org · Date not supplied
latest version of Bunversions · Right answer: 1.4.3
Right

Top five results

  1. Bun — A fast all-in-one JavaScript runtimebun.com · Date not supplied
  2. oven-sh/bun: Incredibly fast JavaScript runtime, bundler ...github.com · Date not supplied
  3. bunnpmjs.com · Date not supplied
  4. Releases · oven-sh/bungithub.com · Date not supplied
  5. Bun (software)en.wikipedia.org · Date not supplied
Right

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  1. bun - npmnpmjs.com · Date not supplied
  2. Releases · oven-sh/bun · GitHubgithub.com · Date not supplied
  3. Bun v1.4.3 · oven-sh/bun · Discussion #44903 · GitHubgithub.com · 2026-10-10
  4. Bun v1.4.3 (Oct 10, 2026)releases.fru.dev · 2026-10-10
  5. bun | Snyksecurity.snyk.io · Date not supplied
Right

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  1. Bun — A fast all-in-one JavaScript runtimebun.com · Date not supplied
  2. Blog | Bunbun.com · 2026-10-10
  3. Bun 1.4 | Bun Blogbun.com · 2026-08-20
  4. Releases · oven-sh/bungithub.com · 2026-10-10
  5. Bun v1.4.3 | Bun Blogbun.com · 2026-10-10
Right

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  1. Bun — A fast all-in-one JavaScript runtimebun.sh · Date not supplied
  2. Releases · oven-sh/bungithub.com · Date not supplied
  3. Bun v1.4.3 | Bun Blogbun.com · 2026-10-10
  4. bun - npmnpmjs.com · Date not supplied
  5. Blog | Bunbun.com · Date not supplied
Right

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  1. Bun — A fast all-in-one JavaScript runtimebun.com · Date not supplied
  2. Releases · oven-sh/bun · GitHubgithub.com · Date not supplied
  3. bun - npmnpmjs.com · Date not supplied
  4. bunnpmjs.com · 2026-10-10
  5. Bun v1.4.3 · oven-sh/bun · Discussion #44903 · GitHubgithub.com · 2026-10-10
Wrong

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  1. Bun v1.4.1bun.com · 2026-09-03
  2. Bun v1.3.7bun.com · 2026-01-26
  3. bun | Minimus Galleryimages.minimus.io · 2026-09-04
  4. Bun 1.4bun.sh · 2026-08-19
  5. Untitled resultbun.com · Date not supplied
Right

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  1. Bunbun.com · Date not supplied
  2. GitHub - oven-sh/bun: Incredibly fast JavaScript runtime, bundler, test ...github.com · Date not supplied
  3. bun - NPMnpmjs.com · Date not supplied
  4. Bun (software) - Wikipediaen.wikipedia.org · Date not supplied
  5. Releases · oven-sh/bun - GitHubgithub.com · Date not supplied
Wrong

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  1. > ## Documentation Indexbun.sh · Date not supplied
  2. Upgrade Bun to the latest versionbun.com · Date not supplied
  3. # Upgrade Bun to the latest versionbun.com · Date not supplied
  4. Setting your Bun Versiondocs.render.com · Date not supplied
  5. > ## Documentation Indexbun.com · Date not supplied
Exa annualized revenue run rate announced October 2026week · Right answer: $100M ARR (Will Bryk, X, Oct 13)
Wrong

Top five results

    Right
    Right
    Right
    Right
    Right
    Wrong

    Top five results

    1. OpenAI's annualized revenue $20 billion lower than prior ...finance.yahoo.com · Date not supplied
    2. OpenAI's September annualized revenue nears $50 billion, ...reuters.com · 2026-10-08
    3. OpenAI's July Run-Rate Memo: What the Numbers Implydigitalapplied.com · Date not supplied
    4. OpenAI's annualized revenue run rate is nearing $70 ...instagram.com · Date not supplied
    5. OpenAI Revenue and Valuation Statistics (October 2026)explodingtopics.com · Date not supplied
    Wrong

    Top five results

    1. Exail Technologies (EXA) H1 2026 earnings summaryquartr.com · Date not supplied
    2. Exa at $10M growing 11x YoYsacra.com · Date not supplied
    3. getlatka.comgetlatka.com · Date not supplied
    4. Exail Technologies (EXA) Q3 2026 TU earnings summaryquartr.com · Date not supplied
    5. Exail Technologies (EXA) Q2 2026 TU earnings summaryquartr.com · Date not supplied
    Which company became the default search provider for Browserbase in October 2026week · Right answer: Parallel (Parag Agrawal, X, Oct 14)
    Right
    Right

    Top five results

    1. Web Search for Browserbase is now powered by Parallelparallel.ai · 2026-10-12
    2. The Web Search API for AI Agents | Browserbasebrowserbase.com · Date not supplied
    3. Browserbase Search: web search for agents | Browserbasebrowserbase.com · Date not supplied
    4. Browserbase and Parallel: the right search for every agentbrowserbase.com · Date not supplied
    5. Browserbaseplatform.tracxn.com · Date not supplied
    Right

    Top five results

    1. Browserbase and Parallel: the right search for every agentbrowserbase.com · Date not supplied
    2. A new era for AI Searchblog.google · Date not supplied
    3. Web Search for Browserbase is now powered by Parallelparallel.ai · Date not supplied
    4. Google Paid $26 Billion To Be Default Search Engine On ...reddit.com · Date not supplied
    5. History of Browserbase: The Browser for AI Agents, 2023 ...taskade.com · Date not supplied
    Right
    Right
    Right
    Right

    Top five results

    1. Browserbase and Parallel: the right search for every agentbrowserbase.com · Date not supplied
    2. Web Search for Browserbase is now powered by Parallelparallel.ai · Date not supplied
    3. Google Paid $26 Billion To Be Default Search Engine On ...reddit.com · Date not supplied
    4. Google Search as you know it is overtechcrunch.com · Date not supplied
    5. History of Browserbase: The Browser for AI Agents, 2023 ...taskade.com · Date not supplied
    Right

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    1. browserbase search powered by parallelparallel.ai · Date not supplied
    2. digg.comdigg.com · Date not supplied
    3. support.mozilla.orgsupport.mozilla.org · Date not supplied
    4. support.mozilla.orgsupport.mozilla.org · Date not supplied
    5. press ukblog.mozilla.org · Date not supplied
    Name of Firecrawl's company funding intelligence tool for ChatGPT and Claude launched October 2026week · Right answer: Fireround (Firecrawl, X, Oct 15)
    Right

    Top five results

    1. Changelog | Firecrawlfirecrawl.dev · Date not supplied
    2. Startup Funding News: Who Raised This Week | Firecrawlfirecrawl.dev · Date not supplied
    3. Firecrawl (@firecrawl)nitter.rdrama.net · Date not supplied
    4. Firecrawl launches Fireround by Firecrawl — Oct 2026 | Launch Archivelauncharchive.ai · 2026-10-15
    5. How to find startups that just raised money in Claudefirecrawl.dev · 2026-10-09
    Right
    Right

    Top five results

    1. Firecrawlx.com · Date not supplied
    2. Eric Ciarla - Co-Founder @ Firecrawl (YC S22). Previously ...linkedin.com · Date not supplied
    3. Startup Funding News: Who Raised This Weekfirecrawl.dev · Date not supplied
    4. Firecrawl Raises $75M to Enhance AI Agent Access ...linkedin.com · Date not supplied
    5. Firecrawl raises $75M Series B to build a knowledge ...dealroom.co · Date not supplied
    Right
    Right

    Top five results

    1. Firecrawlx.com · Date not supplied
    2. Introducing Fireround, company funding intelligence ...linkedin.com · Date not supplied
    3. Startup Funding News: Who Raised This Weekfirecrawl.dev · Date not supplied
    4. Eric Ciarla - Co-Founder @ Firecrawl (YC S22). Previously ...linkedin.com · Date not supplied
    5. Firecrawl raises $75M Series B to build a knowledge ...dealroom.co · Date not supplied
    Wrong
    Right

    Top five results

    1. Firecrawl Release Notes - October 2026 Latest Updates · 2026-08-22
    2. Firecrawl: Funding, Investors & Team (Oct 2026) | FundedIQfundediq.co · Date not supplied
    3. Startup Funding News: Who Raised This Week | Firecrawlfirecrawl.dev · Date not supplied
    4. Firecrawlplatform.tracxn.com · Date not supplied
    5. Firecrawl is Now an Official ChatGPT Pluginfirecrawl.dev · 2026-08-05
    Wrong

    Top five results

      Which DeepSeek Harness version is recommended for DeepSeek-V4.1-Flash-1017week · Right answer: v0.2.1-rc.1 or later (DeepSeek, X, Oct 17)
      Right
      Right
      Right

      Top five results

      1. DeepSeek-V4.1-Flash-1017: Wish-Driven Programming ...api-docs.deepseek.com · 2026-10-17
      2. v0.2.1-rc.2github.com · 2026-10-17
      3. Releases · deepseek-ai/deepseek-harness · GitHubgithub.com · Date not supplied
      4. DSH v0.2.1-rc.2: V4.1-Flash-1017 and Search/Fetch Setupdeepseekdsh.com · Date not supplied
      5. DeepSeek V4.1 Flash 1017: Benchmarks, Price, API and Parameters | DigIntoAIdigintoai.com · 2026-10-17
      Right
      Right
      Right

      Top five results

      1. DeepSeek-V4.1-Flash-1017: Wish-Driven Programming ...api-docs.deepseek.com · Date not supplied
      2. DeepSeek V4.1 Flash 1017 vs V4. ...reddit.com · Date not supplied
      3. I Tested NEW DeepSeek-V4.1-Flash-1017 on Coding. WOW.youtube.com · Date not supplied
      4. deepseek-ai/DeepSeek-V4.1-Flash-1017huggingface.co · Date not supplied
      5. DeepSeek V4.1-Flash-1017: What's New in the Benchmark ...mindstudio.ai · Date not supplied
      Right

      Top five results

      1. DeepSeek-V4.1-Flash-1017: Wish-Driven Programming ...api-docs.deepseek.com · Date not supplied
      2. DeepSeek V4.1 Flash 1017 vs V4.1 Flash, Pi vs ...reddit.com · Date not supplied
      3. I Tested NEW DeepSeek-V4.1-Flash-1017 on Coding. WOW.youtube.com · Date not supplied
      4. deepseek-ai/DeepSeek-V4.1-Flash-1017huggingface.co · Date not supplied
      5. DeepSeek V4.1-Flash-1017: What's New in the Benchmark ...mindstudio.ai · Date not supplied
      Wrong

      Top five results

      1. deepseek v4.1 flashopenrouter.ai · Date not supplied
      2. deepseek v4.1 flash 20260910openrouter.ai · Date not supplied
      3. deepseek releases harness 0 1 5 with v4 1 flash support file uploads and sidebar previewstechnode.com · Date not supplied
      4. GPT-6.1 Sol are now live on CometAPI →cometapi.com · Date not supplied
      5. eu.36kr.comeu.36kr.com · Date not supplied
      TinyFish free search API rate limit requests per minuteweek · Right answer: 30 requests per minute (Oct 18)
      Right

      Top five results

      1. TinyFish Makes Search Free: What It Really Costs an AI ...marktechpost.com · Date not supplied
      2. Pricingtinyfish.ai · Date not supplied
      3. Search and Fetch are now FREE for every agent ...tinyfish.ai · Date not supplied
      4. TinyAgent Tutorial: Build Your First Agent in 10 Minutestinyfish.ai · Date not supplied
      5. Best Web Search API For AI Agents 2026tinyfish.ai · Date not supplied
      Right
      Right

      Top five results

      1. Search API Reference - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      2. Search API - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      3. Search and Fetch are now FREE for every agent, everywhere! | TinyFish Blogtinyfish.ai · 2026-05-04
      4. Error Codes - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      5. How to Monitor 1,000 Websites in Parallel: TinyFish API | TinyFish Blogtinyfish.ai · 2026-04-14
      Right

      Top five results

      1. Search API Reference - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      2. www.tinyfish.ai · blog · search-and-fetch-are-now-free-forTinyFish Web Search & Fetch APIs: Free, No Credit Cardtinyfish.ai · 2026-05-04
      3. Pricingtinyfish.ai · 2026-10-15
      4. AWS Marketplace: TinyFish AI Web Agents - Amazon.comaws.amazon.com · 2026-07-01
      5. Error Codes - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      Right

      Top five results

      1. Search API Reference - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      2. Pricing | TinyFishtinyfish.ai · Date not supplied
      3. TinyFish Web Search & Fetch APIs: Free, No Credit Cardtinyfish.ai · 2026-05-04
      4. Search APIdocs.tinyfish.ai · Date not supplied
      5. Search API - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      Right
      Right

      Top five results

      1. Search and Fetch are now FREE for every agent ...tinyfish.ai · Date not supplied
      2. Error Codes - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      3. We just made WEB Search and Fetch completely freereddit.com · Date not supplied
      4. Best Web Search API For AI Agents 2026tinyfish.ai · Date not supplied
      5. Search API Reference - TinyFish Web Agentdocs.tinyfish.ai · Date not supplied
      Right

      Top five results

      1. TinyFish: Free Web Search and Fetch API for Your AI Coding Agentsbitdoze.com · Date not supplied
      2. Free Web Search for AI Coding Agents: TinyFish Search + Fetch Setup Guidebitdoze.com · Date not supplied
      3. # TinyFish vs Parallel: operating websites or retrieving the webparallel.ai · Date not supplied
      4. AI EngineerGuideaiengineerguide.com · Date not supplied
      5. > ## Content Indextestingcatalog.com · Date not supplied
      According to Parallel, which open model was the first to reach the top 10 of its Search Capability Leaderboardweek · Right answer: DeepSeek V4.1 Flash (1017) (Parallel, X, Oct 18)
      Wrong

      Top five results

      1. Search Capability Leaderboardparallel.ai · Date not supplied
      2. Parallel Search Capability Leaderboard — October 2026benchlm.ai · Date not supplied
      3. Pareto 26.9 and GPT-6.1 Sol | Parallel Web Systems ...linkedin.com · Date not supplied
      4. I made an open-source AI leaderboard that shows the best ...reddit.com · Date not supplied
      5. LLM Leaderboard - Comparison of AI models from OpenAI, ...artificialanalysis.ai · Date not supplied
      Right
      Right
      Right
      Right

      Top five results

      1. Search Capability Leaderboardparallel.ai · Date not supplied
      2. Search Capability Leaderboard: 24 models ranked on web search | Parallelparallel.ai · 2026-09-15
      3. Parallel Search Capability Leaderboard (Parallel Search Capability)benchlm.ai · Date not supplied
      4. Parallel - Web Infrastructure for AI Agentsparallel.ai · Date not supplied
      5. Search Capability Leaderboard | Parallelparallel.ai · Date not supplied
      Right
      Right

      Top five results

      1. Search Capability Leaderboardparallel.ai · Date not supplied
      2. Parallel Search Capability Leaderboard — October 2026benchlm.ai · Date not supplied
      3. Pareto 26.9 and GPT-6.1 Sol | Parallel Web Systems ...linkedin.com · Date not supplied
      4. The Most Useful Leaderboards for Real-World Applicationsdev.to · Date not supplied
      5. I made an open-source AI leaderboard that shows the best ...reddit.com · Date not supplied
      Right

      Top five results

      1. search leaderboardparallel.ai · Date not supplied
      2. # Introducing the Search Capability Leaderboardparallel.ai · Date not supplied
      3. parallel search capabilitybenchlm.ai · Date not supplied
      4. parallel.aiparallel.ai · Date not supplied
      5. # Pareto 26.9 · Search Capability Leaderboardparallel.ai · Date not supplied
      Which Firecrawl product gives Gemini agents live web data in the Firecrawl Google Cloud partnership announced October 19 2026week · Right answer: Alexandria (Firecrawl, X, Oct 19)
      Wrong

      Top five results

      1. Dynatrace expands Google Cloud partnership with Gemini ...investing.com · Date not supplied
      2. A Coding Implementation of Web Scraping with Firecrawl ...reddit.com · Date not supplied
      3. How to integrate Gemini AI & Firecrawlintegrately.com · Date not supplied
      4. Firecrawl Integrations, Built by an AI Agent - Knitgetknit.dev · Date not supplied
      5. Firecrawl Latest Announcement Product Launchfacebook.com · Date not supplied
      Right

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      1. Firecrawl Changelogfirecrawl.dev · Date not supplied
      2. Firecrawl for Google Cloud | Firecrawl Integrationsfirecrawl.dev · Date not supplied
      3. Firecrawl for Google Cloud | Firecrawl Integrationsfirecrawl.dev · Date not supplied
      4. Firecrawl lands on Google Cloud Marketplace, so companies can pay through Googletechcityauthority.com · 2026-10-19
      5. Firecrawl partners with Google Cloud to power… · AGI Huntagihunt.info · 2026-10-19
      Right
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      1. Firecrawl connects Gemini agents to web scraping and 100+ data providersruntimewire.com · Date not supplied
      2. Gemini - Firecrawl Docsdocs.firecrawl.dev · Date not supplied
      3. Firecrawl lands on Google Cloud Marketplace, so companies can pay through Googletechcityauthority.com · 2026-10-19
      4. Firecrawl | Google AI Studioaistudio.google.com · Date not supplied
      5. Firecrawl for Google Cloudfirecrawl.dev · Date not supplied
      Right
      Right
      Wrong

      Top five results

        Which Claude Code environment variable chooses the model used by the auto mode classifierweek · Right answer: CLAUDE_CODE_AUTO_MODE_MODEL (Claude Code v2.1.302, Oct 16)
        Right

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        1. Model configuration - Claude Code Docscode.claude.com · Date not supplied
        2. [FEATURE] Allow configuring a separate model for auto ...github.com · Date not supplied
        3. Configure auto mode - Claude Code Docscode.claude.com · Date not supplied
        4. Configuring Auto Mode for Claude Code Safetylinkedin.com · Date not supplied
        5. Anthropic Flips Claude Code to Auto Mode by Default Aug ...reddit.com · Date not supplied
        Right
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        1. Model configuration - Claude Code Docscode.claude.com · Date not supplied
        2. [FEATURE] Allow configuring a separate model for auto ...github.com · Date not supplied
        3. Environment variables - Claude Code Docscode.claude.com · Date not supplied
        4. Claude Code 2.1.302: Choose the Auto Mode Classifier ...youtube.com · Date not supplied
        5. Configuring Auto Mode for Claude Code Safetylinkedin.com · Date not supplied
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        1. Model configuration - Claude Code Docscode.claude.com · Date not supplied
        2. permission-modes.mdcode.claude.com · Date not supplied
        3. code.claude.com · docs · deModellkonfiguration - Claude Code Docscode.claude.com · Date not supplied
        4. Claude Code v2.1.302 Major Updates - Default Enablement of Fork ...dev.classmethod.jp · 2026-10-17
        5. code.claude.com · docs · frVariables d'environnement - Claude Code Docscode.claude.com · Date not supplied
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          Right

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          1. Preflight Checklistgithub.com · Date not supplied
          2. Vibe Coding for Productionai-workshop.dometrain.com · Date not supplied
          3. [FEATURE] Allow configuring a separate model for auto mode classifier via environment variableclaudeissues.com · Date not supplied
          4. claude code auto mode desktop control and channels what you need to know right now c4f751ea0f33medium.com · Date not supplied
          5. what is claude code auto mode permission classifiermindstudio.ai · Date not supplied
          Which new crypto function did Node.js 24.22.0 addweek · Right answer: crypto.parsePKCS12() (Node v24.22.0, Oct 14)
          Right

          Top five results

          1. Node.js 24.22.0 (LTS)nodejs.org · Date not supplied
          2. Node.js — Node.js 24.22.0 (LTS)daily.dev · Date not supplied
          3. Node.js 26.12.0 and 24.22.0 Krypton: What Changed and ...linuxcompatible.org · Date not supplied
          4. Introducing new crypto capabilities in Node.jsnearform.com · Date not supplied
          5. Crypto | Node.js v26.12.0 Documentationnodejs.org · Date not supplied
          Right

          Top five results

          1. Node.js — Node.js 24.22.0 (LTS)nodejs.org · Date not supplied
          2. node v24.22.0 Release Notes | Starstrukstarstruk.ai · Date not supplied
          3. Node.js 24.22.0 release notes, 14 Oct 2026 | Tracearytraceary.com · Date not supplied
          4. Node.js v24.22.0 released! | Devtalkdevtalk.com · 2026-10-14
          5. Node.js 24.22.0 Released — Changes & Upgrade Notes - DevCurrentdevcurrent.net · Date not supplied
          Right
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          1. Node.js — Node.js 24.22.0 (LTS)nodejs.org · 2026-10-14
          2. Node.js — Node.js 24.22.0 (LTS) | daily.devdaily.dev · Date not supplied
          3. node/doc/changelogs/CHANGELOG_V24.md at main · nodejs/nodegithub.com · Date not supplied
          4. Node.js — Node.js 24.22.0 (LTS)nodejs.org · 2026-10-14
          5. Crypto | Node.js v26.12.0 Documentationnodejs.org · 2017-03-01
          Right
          Right

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          1. Node.js 24.22.0 (LTS)nodejs.org · 2026-10-14
          2. Node.js — Node.js 24.22.0 (LTS) | daily.devdaily.dev · Date not supplied
          3. New Node.js features, Node latest version report | TSH.iotsh.io · Date not supplied
          4. Introducing new crypto capabilities in Node.js | Nearformnearform.com · Date not supplied
          5. Node.js 26.12.0 and 24.22.0 Krypton: What Changed and How to Upgradelinuxcompatible.org · Date not supplied
          Wrong

          Top five results

          1. cdn.jsdelivr.netcdn.jsdelivr.net · Date not supplied
          2. Node.js v22.0.0-v8-canary20240201f4b4aa7f2e documentationnodejs.org · Date not supplied
          3. Node.js v24.7.0 (Current)nodejs.org · Date not supplied
          4. Node.js v22.0.0-nightly20240304b34512e38e documentationnodejs.org · Date not supplied
          5. Node.js v22.0.0-nightly20240127af3e2b2493 documentationnodejs.org · Date not supplied
          Which new value for the Link prefetch prop did Next.js add in the 16.5 canary releasesweek · Right answer: "navigation" (<Link prefetch="navigation">, v16.5.0-canary.18, Oct 19)
          Wrong

          Top five results

          1. Next.js 16.4nextjs.org · Date not supplied
          2. Release Next.js 16.4 - by Onix Reactmedium.com · Date not supplied
          3. Next.js 16 Just Changed Everything (Again)youtube.com · Date not supplied
          4. Optimizing Your Next.js Site's Fast Origin Transfer and ISR ...mikebifulco.com · Date not supplied
          5. Prefetch enabled during development #43307 - vercel/next.jsgithub.com · Date not supplied
          Wrong

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          1. Link Componentnextjs.org · Date not supplied
          2. packages/next/src/client/link.tsxgithub.com · Date not supplied
          3. [Link] Add prefetch="auto" optiongithub.com · 2025-04-29
          4. Optimizing prefetchingnextjs.org · Date not supplied
          5. docs/01-app/02-guides/adopting-partial-prefetching.mdxgithub.com · Date not supplied
          Wrong

          Top five results

          1. Link Componentnextjs.org · Date not supplied
          2. packages/next/src/client/link.tsxgithub.com · Date not supplied
          3. Optimizing prefetchingnextjs.org · Date not supplied
          4. docs/01-app/02-guides/adopting-partial-prefetching.mdxgithub.com · Date not supplied
          5. [Link] Add prefetch="auto" optiongithub.com · 2025-04-29
          Wrong

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          1. Link - Next.jsnextjs.org · Date not supplied
          2. Link コンポーネント | Next.js 16 日本語ドキュメントnextjsjp.org · Date not supplied
          3. Next.js 16nextjs.org · Date not supplied
          4. nextjs.org · docs · appLink Component - Next.jsnextjs.org · Date not supplied
          5. Link 组件| Next.js 16 中文文档nextjscn.org · Date not supplied
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          1. Google Newsnews.google.com · Date not supplied
          2. The New York Times - Breaking News, US News, World News and Videosnytimes.com · Date not supplied
          3. Prefetchingnextjs.org · Date not supplied
          4. Optimizing Your Next.js Site's Fast Origin Transfer and ISR Reads | Mike Bifulcomikebifulco.com · 2026-02-09
          5. Next.js 16.3nextjs.org · Date not supplied
          Wrong
          Wrong

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            Wrong

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              DeepSeek Search API rate limit QPS per accounttraps · Right answer: 100 QPS (docs; launch coverage said 5)
              Wrong

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              1. Rate Limit & Isolationapi-docs.deepseek.com · Date not supplied
              2. Search & Fetchapi-docs.deepseek.com · Date not supplied
              3. How much api key before rate limit? : r/DeepSeekreddit.com · Date not supplied
              4. DeepSeek Search and Fetch API: Pricing and Reliabilityactivepieces.com · Date not supplied
              5. DeepSeek API Rate Limits: 429, Streaming & Retriesdeepseek-usa.ai · Date not supplied
              Wrong

              Top five results

              1. Rate Limit & Isolation | DeepSeek API Docse9ca89c1x6170692d646f6373x646565707365656bx636f6d.gateway.web.tr · Date not supplied
              2. DeepSeek prices web search for AI agents at $0.75 per 1,000 callsppc.land · 2026-10-17
              3. DeepSeek API Rate Limits: Concurrency, 429 Errors, Queues, and Safe Retries - Deep-ai.chatdeep-ai.chat · 2026-10-04
              4. DeepSeek launched web search and crawling; API; API appeared briefly; V4.1; Flash-1017 snapshot; Harness; v0.2.1-rc1 releasedhkwdb.com · Date not supplied
              5. FAQdeepseek.apidog.io · Date not supplied
              Right
              Right

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              1. Search & Fetchapi-docs.deepseek.com · 2026-06-01
              2. DeepSeek Search API pricing 2026: real cost per task and per montheesel.ai · 2026-10-19
              3. DeepSeek API Rate Limits: 429, Streaming & Retriesdeepseek-usa.ai · 2026-05-25
              4. Rate Limitapi-docs.deepseek.com · Date not supplied
              5. DeepSeek Search API: pricing, limits, and how Search and Fetch workeesel.ai · 2026-10-19
              Right

              Top five results

              1. DeepSeek | Into the Unknowndeepseek.com · Date not supplied
              2. DeepSeek API Rate Limits: 429, Streaming & Retriesdeepseek-usa.ai · 2026-05-25
              3. Rate Limit & Isolation | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              4. DeepSeek API Rate Limits: Concurrency and How to Fix 429chat-deep.ai · 2026-05-02
              5. Search & Fetch | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              Wrong
              Right

              Top five results

              1. Rate Limit & Isolation - DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              2. Search & Fetch | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              3. How much api key before rate limit? : r/DeepSeek - Redditreddit.com · Date not supplied
              4. DeepSeek Search API: pricing, limits, and how Search and Fetch workeesel.ai · Date not supplied
              5. DeepSeek Search and Fetch API: Pricing and Reliability - Activepiecesactivepieces.com · Date not supplied
              Wrong

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              1. byteplus.combyteplus.com · Date not supplied
              2. # DeepSeek Message Limit: Web Chat Quotas, Rate Limits, and Workaroundsfast.io · Date not supplied
              3. # DeepSeek Rate Limits: API Quotas, Concurrency Caps, and MCP Workaroundsfast.io · Date not supplied
              4. rate limitapi-docs.deepseek.com · Date not supplied
              5. AI & Agentsfast.io · Date not supplied
              Exact UTC time DeepSeek starts billing web search calls made through Claude Code and Codextraps · Right answer: Oct 31 2026 16:00 UTC (DeepSeek docs)
              Right
              Right
              Right
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              1. Models & Pricing | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              2. DeepSeek Harness: Claude and Codex at Risk?youtube.com · Date not supplied
              3. Claude Code Found the UTC Timezone Bug in a Cal.com ...mindstudio.ai · Date not supplied
              4. DeepSeek Search and Fetch free period in Claude Code ...sessionwatcher.com · Date not supplied
              5. If DeepSeek V4 can do the same coding task for $5, why ...reddit.com · Date not supplied
              Right

              Top five results

              1. DeepSeek Search and Fetch free period in Claude Code ...sessionwatcher.com · Date not supplied
              2. Integrate with Claude Codeapi-docs.deepseek.com · Date not supplied
              3. Models & Pricing | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              4. DeepSeek Harness: Claude and Codex at Risk?youtube.com · Date not supplied
              5. Claude Code Found the UTC Timezone Bug in a Cal.com ...mindstudio.ai · Date not supplied
              Wrong

              Top five results

              1. All AI updatessessionwatcher.com · Date not supplied
              2. docs.litellm.aidocs.litellm.ai · Date not supplied
              3. www.byteplus.combyteplus.com · Date not supplied
              4. www.byteplus.combyteplus.com · Date not supplied
              5. deepseek api price increaseaireiter.com · Date not supplied
              Which DeepSeek model is required for Codex native web search through DeepSeek's APItraps · Right answer: deepseek-v4-pro (DeepSeek Codex guide; posts said search is free for any model)
              Wrong

              Top five results

              1. Integrate with Codexapi-docs.deepseek.com · Date not supplied
              2. DeepSeek API Docs: Your First API Callapi-docs.deepseek.com · Date not supplied
              3. DeepSeek API or Codex (or other recommendations)reddit.com · Date not supplied
              4. feat: inject DeepSeek native web_search tool in ...github.com · Date not supplied
              5. Using the Responses APIapi-docs.deepseek.com · Date not supplied
              Right

              Top five results

              1. Integrate with Codex | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              2. Using the Responses API | DeepSeek API Docsarchive.ph · 2026-07-31
              3. Your First API Call | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              4. docs/codex.mdgithub.com · Date not supplied
              5. DeepSeek search for Claude Code, Codex paid from Nov. 1 · SW Architectswarchitect.net · 2026-10-18
              Right
              Right

              Top five results

              1. Integrate with Codexapi-docs.deepseek.com · Date not supplied
              2. Using the Responses APIapi-docs.deepseek.com · Date not supplied
              3. deepseek-usa.ai › guide › use-deepseek-with-codexHow to Use DeepSeek with Codex: Secure Setup Guidedeepseek-usa.ai · 2026-10-06
              4. CodeSeeX - GitHubgithub.com · 2026-05-17
              5. Search | DeepSeek API Docsapi-docs.deepseek.com · 2026-10-19
              Right

              Top five results

              1. Integrate with Codexapi-docs.deepseek.com · Date not supplied
              2. Deepseek's - RIP Claude,Codex! This is CRAZY GOOD!youtube.com · Date not supplied
              3. Models & Pricing | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              4. DeepSeek API Docs: Your First API Callapi-docs.deepseek.com · Date not supplied
              5. Codex + Deepseek = the futurereddit.com · Date not supplied
              Right

              Top five results

              1. Integrate with Codex | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              2. Using the Responses APIapi-docs.deepseek.com · Date not supplied
              3. Your First API Call | DeepSeek API Docsapi-docs.deepseek.com · Date not supplied
              4. Using the Responses API | DeepSeek API Docsarchive.ph · 2026-07-31
              5. DeepSeek search for Claude Code, Codex paid from Nov. 1 · SW Architectswarchitect.net · 2026-10-18
              Right
              Wrong

              Top five results

              1. deepseek june10 claude code web search docsdeepseekv4pro.com · Date not supplied
              2. Updated 2026-06-10deepseekv4pro.com · Date not supplied
              3. x codex ds - No need for a ChatGPT account! Zero threshold for connecting Codex to the DeepSeek AI modelx-cmd.com · Date not supplied
              4. deepseek june23 claude code official integrationdeepseekv4pro.com · Date not supplied
              5. Comment utiliser DeepSeek 3.1 dans Codex : de l'installation au premier lancementblogs.novita.ai · Date not supplied
              Exa API header value needed to use dynamic highlightstraps · Right answer: Exa-Beta: dynamic-highlights-2026-08-28 (API docs; launch post calls it generally available)
              Wrong

              Top five results

              1. Dynamic Highlights | Exa Blogexa.ai · Date not supplied
              2. Highlightsexa.ai · Date not supplied
              3. Changelogexa.ai · Date not supplied
              4. Scaling our highlights serverexa.ai · Date not supplied
              5. Exa Highlights | Exa Blogexa.ai · Date not supplied
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              1. GitHub - Geighlord007/qp-exa-dynamic: Exa web search provider ...github.com · Date not supplied
              2. Highlights - Exaexa.ai · 2026-08-28
              3. Dynamic Highlights | Exa Blogexa.ai · 2026-08-28
              4. https://exa.ai/docs/exa-spec.yamlexa.ai · 2026-08-28
              5. Contents APIexa.ai · Date not supplied
              Right

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              1. Contents API - Exaexa.ai · Date not supplied
              2. Search - Exaexa.ai · Date not supplied
              3. Dynamic Highlights | Exa Blogexa.ai · 2026-08-28
              4. Highlightsexa.ai · Date not supplied
              5. agent-skills/skills/exa-contents/SKILL.md at main · exa-labs ...github.com · 2026-07-03
              Right

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              1. Highlights - Exaexa.ai · Date not supplied
              2. Dynamic Highlights | Exa Blogexa.ai · 2026-08-28
              3. Search - Exaexa.ai · Date not supplied
              4. qp-exa-dynamic — DSH Plugins Marketplacedsh-plugins-mp.com · Date not supplied
              5. Search Best Practices - Exaexa.ai · Date not supplied
              Right

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              1. Highlights - Exaexa.ai · Date not supplied
              2. Dynamic Highlights | Exa Blogexa.ai · 2026-08-28
              3. Untitled resultexa.ai · Date not supplied
              4. Changelogexa.ai · 2026-08-28
              5. DSH Plugins Marketplacedsh-plugins-mp.com · 2026-08-28
              Right
              Wrong

              Top five results

              1. Dynamic Highlights | Exa Blogexa.ai · Date not supplied
              2. Add dynamic headersdocs.itential.com · Date not supplied
              3. What Are API Request Headers? Explained With Examplesapipheny.io · Date not supplied
              4. Dynamic Column Header In a Matrix - Fabric Communitycommunity.fabric.microsoft.com · Date not supplied
              5. JavaScript Grid: Column Headersag-grid.com · Date not supplied
              Wrong
              Exa 3.0 release datetraps · Right answer: Oct 19 2026 (Exa blog; some coverage said Oct 18)
              Right

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              1. Introducing Exa 3.0 | Exa Blogexa.ai · Date not supplied
              2. Exa 3.0 Beats Perplexity on 8 Benchmarks and Slashes ...alphasignal.ai · Date not supplied
              3. Exa 3.0 Live Q&A | Exa Live Eventexa.ai · Date not supplied
              4. "Introducing Exa 3.0: our largest ever improvement ...x.com · Date not supplied
              5. Official: Evangelion 3.0+1.0 releases on March 8, 2021reddit.com · Date not supplied
              Right

              Top five results

              1. Introducing Exa 3.0 | Exa Blogexa.ai · 2026-10-19
              2. Exa 3.0 adds cheaper search and a larger index for AI agentsruntimewire.com · 2026-10-19
              3. Exa AI Research Blogexa.ai · Date not supplied
              4. Exa 3.0 launches with Dynamic Highlights for its Search API · Diggdigg.com · 2026-10-19
              5. Changelog - Exaexa.ai · Date not supplied
              Wrong

              Top five results

              1. Introducing Exa 3.0 | Exa Blogexa.ai · 2026-10-19
              2. Exa 3.0 adds cheaper search and a larger index for AI agentsruntimewire.com · 2026-10-19
              3. Exa says its new search engine for AI agents beats every ...startupfortune.com · 2026-10-19
              4. Exa AI Research Blogexa.ai · Date not supplied
              5. Exa 3.0 adds a $4-per-1,000-request search tieralphasignal.ai · 2026-10-19
              Wrong
              Right
              Right
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              Wrong

              Top five results

                Which search provider is tied with Exa 3.0 for first place on the Artificial Analysis Search Indextraps · Right answer: Perplexity, both 80 (Artificial Analysis, Oct 19; Exa says #1 on every benchmark it tested)
                Wrong

                Top five results

                1. Artificial Analysis Search Index: Search API Benchmark & ...artificialanalysis.ai · Date not supplied
                2. Announcing the Artificial Analysis Search Index: Same ...artificialanalysis.ai · Date not supplied
                3. Announcing the Artificial Analysis Search Indexlinkedin.com · Date not supplied
                4. Exa Alternatives: 9 AI Search APIs Compared (2026)parallel.ai · Date not supplied
                5. Vals Web Search Index Leaderboard and Methodologyvals.ai · Date not supplied
                Right
                Right
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                Right
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                Wrong

                Top five results

                1. Artificial Analysis Search Index: Search API Benchmark & ...artificialanalysis.ai · Date not supplied
                2. Announcing the Artificial Analysis Search Index: Same ...artificialanalysis.ai · Date not supplied
                3. Announcing the Artificial Analysis Search Indexlinkedin.com · Date not supplied
                4. Exa Alternatives: 9 AI Search APIs Compared (2026)parallel.ai · Date not supplied
                5. Vals Web Search Index Leaderboard and Methodologyvals.ai · Date not supplied
                Wrong

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                1. All articlesartificialanalysis.ai · Date not supplied
                2. All articlesartificialanalysis.ai · Date not supplied
                3. Artificial Analysissimplify.jobs · Date not supplied
                4. octen search artificial analysis search indexorcarouter.ai · Date not supplied
                5. octen search artificial analysis search indexorcarouter.ai · Date not supplied
                Who owns Tavilytraps · Right answer: Nebius (acquired Feb 2026)
                Right

                Top five results

                1. Nebius announces agreement to acquire Tavily to add ...nebius.com · Date not supplied
                2. Rotem Weiss - Founder & CEO @ Tavily (a Nebius company)linkedin.com · Date not supplied
                3. Tavily is Joining Nebius | Tavily Blogtavily.com · Date not supplied
                4. What Nebius really bought when it bought Tavily | Ctechcalcalistech.com · Date not supplied
                5. Tavily now under Nebius : r/NBIS_Stockreddit.com · Date not supplied
                Right
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                1. NEBIUS WENT SHOPPINGrs.linkedin.com · Date not supplied
                2. oz jacobiil.linkedin.com · Date not supplied
                3. startupim.comstartupim.com · Date not supplied
                4. tavily and insight partnersgoldfarb.com · Date not supplied
                5. The Collectivethecollectivecommunity.substack.com · Date not supplied
                Perplexity Decision API price per million input tokenstraps · Right answer: 2 cents (halved Oct 6, Aravind Srinivas)
                Right

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                1. Pricingdocs.perplexity.ai · Date not supplied
                2. Perplexity API Pricing In 2026: Models, Costs & ...cloudzero.com · Date not supplied
                3. Decisions APIdocs.perplexity.ai · Date not supplied
                4. Ridiculous API cost of Perplexity AI : r/perplexity_aireddit.com · Date not supplied
                5. Perplexity API Pricing in 2026: Models & Costsactivepieces.com · Date not supplied
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                1. Decisions API - Perplexitydocs.perplexity.ai · Date not supplied
                2. Pricing - Perplexitydocs.perplexity.ai · Date not supplied
                3. Changelog - Perplexitydocs.perplexity.ai · Date not supplied
                4. Decision models got a price: $0.04 a million | Tyron Dizontyronzky.ninja · 2026-10-03
                5. Perplexity Decisions Api - API Evangelist APIsapis.apievangelist.com · Date not supplied
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                1. Decisions API - Perplexitydocs.perplexity.ai · Date not supplied
                2. Pricing - Perplexitydocs.perplexity.ai · Date not supplied
                3. Changelog - Perplexitydocs.perplexity.ai · Date not supplied
                4. Decision models got a price: $0.04 a million | Tyron Dizontyronzky.ninja · 2026-10-03
                5. Perplexity Prices New Decision Models From $0.01 per Million Input Tokens | TokenPosttokenpost.com · 2026-10-17
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                1. quickstartdocs.perplexity.ai · Date not supplied
                2. Changelog - docs.perplexity.aidocs.perplexity.ai · Date not supplied
                3. Pricing - Perplexitydocs.perplexity.ai · Date not supplied
                4. Perplexity Developers on X: "Introducing the Perplexity ...x.com · 2026-10-01
                5. Changelogdocs.perplexity.ai · Date not supplied
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                1. Decisions APIdocs.perplexity.ai · Date not supplied
                2. Pricing - Perplexitydocs.perplexity.ai · Date not supplied
                3. Perplexity API Pricing: Full Breakdown of Costs (Jun 2026)developer.puter.com · Date not supplied
                4. Perplexity API Pricing (May 2026) — Sonar Online Modelsaipricing.guru · Date not supplied
                5. Perplexity Sonar API Pricing 2026: $1-$15/per million tokenscostbench.com · Date not supplied
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                1. Decisions API - Perplexitydocs.perplexity.ai · 2026-10-15
                2. Changelog - Perplexitydocs.perplexity.ai · 2026-10-14
                3. Untitled resultdocs.perplexity.ai · Date not supplied
                4. Untitled resultperplexity.mintlify.app · Date not supplied
                5. Decider V1.1 27B - API Pricing & Providersopenrouter.ai · 2026-10-06
                Right

                Top five results

                1. Pricingdocs.perplexity.ai · Date not supplied
                2. Perplexity API Pricing In 2026: Models, Costs & ...cloudzero.com · Date not supplied
                3. Decisions APIdocs.perplexity.ai · Date not supplied
                4. Ridiculous API cost of Perplexity AI : r/perplexity_aireddit.com · Date not supplied
                5. Perplexity API Pricing in 2026: Models & Costsactivepieces.com · Date not supplied
                Wrong

                Top five results

                1. pplx decider v1 27bgradually.ai · Date not supplied
                2. Perplexity Open-Sources 27B Decider, Edges Jev on 11-Test Panelaiweekly.co · Date not supplied
                3. perplexity decider v1 27baiagentstore.ai · Date not supplied
                4. pplx decider v1 27brequesty.ai · Date not supplied
                5. Table Of Contentscloudzero.com · Date not supplied

                03 / OPEN THE PAGE

                Three coding jobs

                Three coding jobs, three runs each
                EngineTests passed / 66Median seconds per jobMedian page tokens in contextUS$ web calls per job
                TinyFish6629.218,527$0.00
                Exa Lite5928.229,248$0.02
                Exa 36136.631,576$0.03
                Perplexity6625.28,015$0.0067
                Parallel6628.820,807$0.0090
                DeepSeek6523.49,737$0.0048
                Firecrawl6425.722,139$0.05
                Claude Code built-in6635.91,983$0.01

                Tests passed is the sum across all nine runs, out of 66 checks in total. Seconds and page tokens are medians across nine runs. Page tokens include search and fetched text kept in context. Web-call prices exclude agent model tokens.

                The sentence in the Codex config job

                Codex’s built-in web search works only with deepseek-v4-pro.

                DeepSeek, Parallel and TinyFish returned pages with that sentence. A plain download did too. Every Exa and Exa Lite run wrote deepseek-v4-flash. Exa’s copy had 120,041 characters and lacked the sentence. DeepSeek’s fetch had 8,507 characters and included it. Claude Code’s built-in lane passed the job; Perplexity’s lane used a plain HTTP fetch.

                Each coding job and run
                Saved coding-job grades
                JobEngineRunTests passedTests in runSecondsPage tokens
                deepseek-clientClaude Code built-in18843.22,004
                deepseek-clientExa 318824.75,897
                deepseek-clientExa Lite1882411,916
                deepseek-clientDeepSeek18824.79,737
                exa-requestClaude Code built-in18834.71,396
                exa-requestExa 318863.790,334
                exa-requestExa Lite17889.5136,238
                exa-requestDeepSeek1787854,877
                codex-deepseekClaude Code built-in16645.31,983
                codex-deepseekExa 315627.630,488
                codex-deepseekExa Lite15628.228,975
                codex-deepseekDeepSeek16623.16,355
                deepseek-clientClaude Code built-in28835.92,272
                deepseek-clientExa 328822.45,897
                deepseek-clientExa Lite28825.611,916
                deepseek-clientDeepSeek28821.86,587
                exa-requestClaude Code built-in28853.62,036
                exa-requestExa 327863.491,095
                exa-requestExa Lite27859.997,002
                exa-requestDeepSeek28881.877,584
                codex-deepseekClaude Code built-in26625.11,591
                codex-deepseekExa 325648.364,069
                codex-deepseekExa Lite25626.729,248
                codex-deepseekDeepSeek26619.35,824
                deepseek-clientClaude Code built-in38835.72,882
                deepseek-clientExa 338819.45,732
                deepseek-clientExa Lite37821.87,659
                deepseek-clientDeepSeek38823.49,737
                exa-requestClaude Code built-in38835.91,601
                exa-requestExa 337855.265,206
                exa-requestExa Lite37858.596,584
                exa-requestDeepSeek3885676,917
                codex-deepseekClaude Code built-in36623.61,342
                codex-deepseekExa 335636.631,576
                codex-deepseekExa Lite35630.233,178
                codex-deepseekDeepSeek36616.66,355
                deepseek-clientFirecrawl18827.35,042
                exa-requestFirecrawl17871.937,898
                codex-deepseekFirecrawl16625.722,919
                deepseek-clientFirecrawl28819.75,042
                exa-requestFirecrawl27862.875,260
                codex-deepseekFirecrawl26622.722,139
                deepseek-clientFirecrawl38824.15,389
                deepseek-clientParallel18833.97,071
                deepseek-clientPerplexity18828.38,015
                deepseek-clientTinyFish18829.23,180
                exa-requestParallel1884124,473
                exa-requestPerplexity18825.410,127
                exa-requestTinyFish18858.960,849
                codex-deepseekParallel16628.920,094
                codex-deepseekPerplexity16617.34,034
                codex-deepseekTinyFish16624.518,527
                deepseek-clientParallel288265,162
                deepseek-clientPerplexity28825.87,955
                deepseek-clientTinyFish28826.23,180
                exa-requestParallel28828.823,852
                exa-requestPerplexity28825.211,275
                exa-requestTinyFish28863.660,500
                codex-deepseekParallel26627.720,814
                codex-deepseekPerplexity26619.321,687
                codex-deepseekTinyFish26623.118,527
                deepseek-clientParallel38827.15,178
                deepseek-clientPerplexity38825.87,955
                deepseek-clientTinyFish38820.23,180
                exa-requestParallel38834.725,135
                exa-requestPerplexity38822.212,768
                exa-requestTinyFish38850.347,141
                codex-deepseekParallel36624.120,807
                codex-deepseekPerplexity36618.54,034
                codex-deepseekTinyFish36630.336,137
                exa-requestFirecrawl38894.545,847
                codex-deepseekFirecrawl36622.221,285

                04 / A DIFFERENT KIND OF SEARCH

                What Exa is built for

                This test checks the job Exa says it is built for. Every engine got the same queries in its default mode; the queries and right answers were written down and committed before any search ran.

                exa-auto put the target first on 16/30 queries, and parallel found it within ten on 25/30. DeepSeek with cut queries found 2/30 strict targets; builtin found 11/30 with 0 rewritten-query runs and 0 runs whose search count differed from one. On lists, perplexity averaged 9.25 named reference items, compared with 0 own-page URLs; the separate Exa category lane averaged 5.5 named items. Firecrawl completed 10/38 queries before rate limiting stopped the lane, so its coverage counts are incomplete.

                Finding a page from a description

                Thirty descriptions of pages that existed before the test. Strict hits match the registered target URL. The extra column counts audited alternative URLs for the same page in the top five; these can overlap strict hits.

                Finding a page from a description
                EngineStrict: rank 1Strict: top 5Strict: top 10same page, other URLSearched / plannedMedian rank on hits
                Claude Code built-in37111130 / 305
                DeepSeek (full descriptions, 29 of 30 over its 128-character limit)00001 / 30Not measured
                DeepSeek (descriptions cut to 128 characters)002130 / 307
                Exa 3 (Auto)161919230 / 301
                Exa 3 with its category filter (Exa-only feature)Not runNot runNot runNot run0 / 0Not run
                Exa Lite111617230 / 301
                Firecrawl122010 / 301.5
                Parallel122425630 / 302
                Perplexity039230 / 307
                TinyFish145130 / 302

                Finding lists of similar things

                Mean reference items per query, from eight finite, handpicked lists. The first score counts each item’s own page. The second counts names in the returned titles and snippets. The Exa category lane uses a category filter and runs on this set only.

                Finding lists of similar things
                EngineSearched / plannedown page in the top 10named in the titles and snippets that came back
                Claude Code built-in8 / 80.64.9
                DeepSeek (full descriptions, 29 of 30 over its 128-character limit)8 / 80.15.3
                DeepSeek (descriptions cut to 128 characters)0 / 0Not runNot run
                Exa 3 (Auto)8 / 82.16.0
                Exa 3 with its category filter (Exa-only feature)8 / 82.95.5
                Exa Lite8 / 82.15.5
                Firecrawl0 / 8Not measuredNot measured
                Parallel8 / 80.67.4
                Perplexity8 / 80.09.3
                TinyFish8 / 80.94.5
                Separate page-finding test timings and costs
                EngineMedian millisecondsMedian tokensTotal US$Successful queriesFailedSkipped
                Claude Code built-in12,171655$0.003800
                DeepSeek (full descriptions, 29 of 30 over its 128-character limit)6727,110$0.00759290
                DeepSeek (descriptions cut to 128 characters)6587,465$0.023000
                Exa 3 (Auto)2,9276,601$0.273800
                Exa 3 with its category filter (Exa-only feature)1,5966,584$0.06800
                Exa Lite5326,659$0.153800
                Firecrawl1,6121,249$0.1010127
                Parallel3,8923,483$0.193800
                Perplexity3844,273$0.193800
                TinyFish2,964636$0.003800

                Missing service responses do not establish retrieval misses. Searched counts show which comparisons are incomplete. Timings and tokens use successful responses. Median rank uses hits only. Claude Code timings include the agent and model, so they are separate from API-only timings.

                05 / READ THE SMALL PRINT

                How the test worked

                On October 19, 2026, a Python script called each API; Claude Code (Sonnet) was the agent. The prompt stayed the same while the search changed. Each question allowed one search. The test kept the top five results. A script checked exact answers against frozen package versions and documented facts. It graded the first sentence, ignored bracketed asides on fact questions, and read a full version answer when its first sentence named no full version. No model judged the answers.

                The coding round had three small jobs on that week’s APIs, three runs per job, and 66 hidden tests. The agent could search and open pages. Parallel, Perplexity and TinyFish ran about an hour after the other engines. Perplexity used plain HTTP to open pages.

                Latency is wall time from Calgary. Prices are US list prices on October 19, 2026. The test did not measure broad research, every language, repeated reliability, or your own workload. The first round measures a single search. It does not measure how well an agent can recover after several searches.

                Earlier API-level checks

                These checks preceded the 48-question run. They used different questions and settings, so their timings and costs are separate.

                Earlier API-level checks
                StageEngineQuestionRoundMillisecondsTokensUS$ per call
                agentsclaude-codeExa 3.0 Exa Lite price per 1,000 requests18,063Not recordedNot recorded
                agentscodexExa 3.0 Exa Lite price per 1,000 requests15,434Not recordedNot recorded
                agentsclaude-codeDeepSeek Search API price per 1,000 requests18,757Not recordedNot recorded
                agentscodexDeepSeek Search API price per 1,000 requests17,248Not recordedNot recorded
                agentsclaude-codeAnthropic Scion source control changes per day13,418Not recordedNot recorded
                agentscodexAnthropic Scion source control changes per day17,149Not recordedNot recorded
                agentsclaude-codeClaude Code Review generally available review levels19,628Not recordedNot recorded
                agentscodexClaude Code Review generally available review levels15,563Not recordedNot recorded
                agentsclaude-codelatest Claude Code CLI version23,839Not recordedNot recorded
                agentscodexlatest Claude Code CLI version13,913Not recordedNot recorded
                agentsclaude-codelatest OpenAI Codex CLI version11,428Not recordedNot recorded
                agentscodexlatest OpenAI Codex CLI version14,663Not recordedNot recorded
                agentsclaude-codeNext.js latest version15,944Not recordedNot recorded
                agentscodexNext.js latest version15,044Not recordedNot recorded
                agentsclaude-codelatest stable TypeScript version23,224Not recordedNot recorded
                agentscodexlatest stable TypeScript version16,094Not recordedNot recorded
                agentsclaude-codeDeepSeek Search API rate limit QPS23,437Not recordedNot recorded
                agentscodexDeepSeek Search API rate limit QPS12,430Not recordedNot recorded
                agentsclaude-codeExa Dynamic Highlights fewer tokens than full page text26,395Not recordedNot recorded
                agentscodexExa Dynamic Highlights fewer tokens than full page text13,538Not recordedNot recorded
                agentsclaude-codeNode.js 24 LTS codename13,132Not recordedNot recorded
                agentscodexNode.js 24 LTS codename13,287Not recordedNot recorded
                agentsclaude-codePython 3.14 release date13,266Not recordedNot recorded
                agentscodexPython 3.14 release date12,784Not recordedNot recorded
                agentsclaude-codeClaude Code WebFetch tool maximum content size characters14,658Not recordedNot recorded
                agentscodexClaude Code WebFetch tool maximum content size characters15,880Not recordedNot recorded
                agentsclaude-codeOpenAI Responses API web search context window limit23,822Not recordedNot recorded
                agentscodexOpenAI Responses API web search context window limit17,620Not recordedNot recorded
                agentsclaude-codeAnthropic API web search tool price per 1,000 searches13,159Not recordedNot recorded
                agentscodexAnthropic API web search tool price per 1,000 searches16,130Not recordedNot recorded
                agentsclaude-codeCodex CLI config.toml web_search options cached live disabled23,606Not recordedNot recorded
                agentscodexCodex CLI config.toml web_search options cached live disabled17,222Not recordedNot recorded
                agentsclaude-codeDeepSeek Search API count parameter maximum results13,529Not recordedNot recorded
                agentscodexDeepSeek Search API count parameter maximum results12,273Not recordedNot recorded
                agentsclaude-codeExa lite search type maxAgeHours livecrawl cached content only33,654Not recordedNot recorded
                agentscodexExa lite search type maxAgeHours livecrawl cached content only21,209Not recordedNot recorded
                freshexa-litelatest version of Astro620Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Astro1,649Not recordedNot recorded
                freshparallellatest version of Astro583Not recordedNot recorded
                freshfirecrawllatest version of Astro3,420Not recordedNot recorded
                freshdeepseeklatest version of Astro499Not recordedNot recorded
                freshexa-litelatest version of Cloudflare Wrangler491Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Cloudflare Wrangler1,283Not recordedNot recorded
                freshparallellatest version of Cloudflare Wrangler677Not recordedNot recorded
                freshfirecrawllatest version of Cloudflare Wrangler3,944Not recordedNot recorded
                freshdeepseeklatest version of Cloudflare Wrangler614Not recordedNot recorded
                freshexa-litelatest version of Expo SDK731Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Expo SDK1,203Not recordedNot recorded
                freshparallellatest version of Expo SDK670Not recordedNot recorded
                freshfirecrawllatest version of Expo SDK1,815Not recordedNot recorded
                freshdeepseeklatest version of Expo SDK599Not recordedNot recorded
                freshexa-litelatest version of openai npm package453Not recordedNot recorded
                freshexa-auto-dynamiclatest version of openai npm package1,637Not recordedNot recorded
                freshparallellatest version of openai npm package610Not recordedNot recorded
                freshfirecrawllatest version of openai npm package4,331Not recordedNot recorded
                freshdeepseeklatest version of openai npm package502Not recordedNot recorded
                freshexa-litelatest version of Claude Code441Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Claude Code1,412Not recordedNot recorded
                freshparallellatest version of Claude Code736Not recordedNot recorded
                freshfirecrawllatest version of Claude Code3,879Not recordedNot recorded
                freshdeepseeklatest version of Claude Code590Not recordedNot recorded
                freshexa-litelatest version of Vercel AI SDK599Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Vercel AI SDK1,391Not recordedNot recorded
                freshparallellatest version of Vercel AI SDK796Not recordedNot recorded
                freshfirecrawllatest version of Vercel AI SDK6,922Not recordedNot recorded
                freshdeepseeklatest version of Vercel AI SDK506Not recordedNot recorded
                freshexa-litelatest version of TanStack Query452Not recordedNot recorded
                freshexa-auto-dynamiclatest version of TanStack Query1,282Not recordedNot recorded
                freshparallellatest version of TanStack Query592Not recordedNot recorded
                freshfirecrawllatest version of TanStack Query3,551Not recordedNot recorded
                freshdeepseeklatest version of TanStack Query490Not recordedNot recorded
                freshexa-litelatest version of FastAPI568Not recordedNot recorded
                freshexa-auto-dynamiclatest version of FastAPI1,508Not recordedNot recorded
                freshparallellatest version of FastAPI692Not recordedNot recorded
                freshfirecrawllatest version of FastAPI3,636Not recordedNot recorded
                freshdeepseeklatest version of FastAPI486Not recordedNot recorded
                freshexa-litelatest version of uv492Not recordedNot recorded
                freshexa-auto-dynamiclatest version of uv3,478Not recordedNot recorded
                freshparallellatest version of uv946Not recordedNot recorded
                freshfirecrawllatest version of uv3,244Not recordedNot recorded
                freshdeepseeklatest version of uv549Not recordedNot recorded
                freshexa-litelatest version of Hugging Face Transformers539Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Hugging Face Transformers2,195Not recordedNot recorded
                freshparallellatest version of Hugging Face Transformers582Not recordedNot recorded
                freshfirecrawllatest version of Hugging Face Transformers5,727Not recordedNot recorded
                freshdeepseeklatest version of Hugging Face Transformers538Not recordedNot recorded
                freshexa-litelatest version of LiteLLM503Not recordedNot recorded
                freshexa-auto-dynamiclatest version of LiteLLM1,533Not recordedNot recorded
                freshparallellatest version of LiteLLM681Not recordedNot recorded
                freshfirecrawllatest version of LiteLLM3,631Not recordedNot recorded
                freshdeepseeklatest version of LiteLLM588Not recordedNot recorded
                freshexa-litelatest version of Electron514Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Electron1,336Not recordedNot recorded
                freshparallellatest version of Electron603Not recordedNot recorded
                freshfirecrawllatest version of Electron4,347Not recordedNot recorded
                freshdeepseeklatest version of Electron512Not recordedNot recorded
                freshexa-litelatest version of ESLint464Not recordedNot recorded
                freshexa-auto-dynamiclatest version of ESLint1,275Not recordedNot recorded
                freshparallellatest version of ESLint714Not recordedNot recorded
                freshfirecrawllatest version of ESLint3,883Not recordedNot recorded
                freshdeepseeklatest version of ESLint464Not recordedNot recorded
                freshexa-litelatest version of Turborepo503Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Turborepo2,114Not recordedNot recorded
                freshparallellatest version of Turborepo576Not recordedNot recorded
                freshfirecrawllatest version of Turborepo2,322Not recordedNot recorded
                freshdeepseeklatest version of Turborepo543Not recordedNot recorded
                freshexa-litelatest version of Nuxt523Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Nuxt1,274Not recordedNot recorded
                freshparallellatest version of Nuxt612Not recordedNot recorded
                freshfirecrawllatest version of Nuxt4,487Not recordedNot recorded
                freshdeepseeklatest version of Nuxt443Not recordedNot recorded
                freshexa-litelatest version of Next.js518Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Next.js2,227Not recordedNot recorded
                freshparallellatest version of Next.js659Not recordedNot recorded
                freshdeepseeklatest version of Next.js558Not recordedNot recorded
                freshexa-litelatest version of Vitest562Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Vitest1,301Not recordedNot recorded
                freshparallellatest version of Vitest624Not recordedNot recorded
                freshdeepseeklatest version of Vitest453Not recordedNot recorded
                freshexa-litelatest version of React Native499Not recordedNot recorded
                freshexa-auto-dynamiclatest version of React Native1,295Not recordedNot recorded
                freshparallellatest version of React Native573Not recordedNot recorded
                freshdeepseeklatest version of React Native558Not recordedNot recorded
                freshexa-litelatest version of Anthropic TypeScript SDK528Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Anthropic TypeScript SDK1,450Not recordedNot recorded
                freshparallellatest version of Anthropic TypeScript SDK656Not recordedNot recorded
                freshdeepseeklatest version of Anthropic TypeScript SDK488Not recordedNot recorded
                freshexa-litelatest version of OpenAI Codex CLI498Not recordedNot recorded
                freshexa-auto-dynamiclatest version of OpenAI Codex CLI1,805Not recordedNot recorded
                freshparallellatest version of OpenAI Codex CLI635Not recordedNot recorded
                freshdeepseeklatest version of OpenAI Codex CLI531Not recordedNot recorded
                freshexa-litelatest version of pnpm509Not recordedNot recorded
                freshexa-auto-dynamiclatest version of pnpm1,164Not recordedNot recorded
                freshparallellatest version of pnpm650Not recordedNot recorded
                freshdeepseeklatest version of pnpm515Not recordedNot recorded
                freshexa-litelatest version of Ruff591Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Ruff1,294Not recordedNot recorded
                freshparallellatest version of Ruff550Not recordedNot recorded
                freshdeepseeklatest version of Ruff519Not recordedNot recorded
                freshexa-litelatest version of anthropic Python SDK464Not recordedNot recorded
                freshexa-auto-dynamiclatest version of anthropic Python SDK1,348Not recordedNot recorded
                freshparallellatest version of anthropic Python SDK713Not recordedNot recorded
                freshdeepseeklatest version of anthropic Python SDK508Not recordedNot recorded
                freshexa-litelatest version of React486Not recordedNot recorded
                freshexa-auto-dynamiclatest version of React1,879Not recordedNot recorded
                freshparallellatest version of React623Not recordedNot recorded
                freshdeepseeklatest version of React525Not recordedNot recorded
                freshexa-litelatest version of SvelteKit565Not recordedNot recorded
                freshexa-auto-dynamiclatest version of SvelteKit1,209Not recordedNot recorded
                freshparallellatest version of SvelteKit547Not recordedNot recorded
                freshdeepseeklatest version of SvelteKit482Not recordedNot recorded
                freshexa-litelatest version of Playwright728Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Playwright1,370Not recordedNot recorded
                freshparallellatest version of Playwright610Not recordedNot recorded
                freshdeepseeklatest version of Playwright643Not recordedNot recorded
                freshexa-litelatest version of Vue613Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Vue4,777Not recordedNot recorded
                freshparallellatest version of Vue634Not recordedNot recorded
                freshdeepseeklatest version of Vue532Not recordedNot recorded
                freshexa-litelatest version of Zod480Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Zod1,285Not recordedNot recorded
                freshparallellatest version of Zod530Not recordedNot recorded
                freshfirecrawllatest version of Zod4,422Not recordedNot recorded
                freshdeepseeklatest version of Zod574Not recordedNot recorded
                freshexa-litelatest version of Pydantic756Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Pydantic1,304Not recordedNot recorded
                freshparallellatest version of Pydantic780Not recordedNot recorded
                freshfirecrawllatest version of Pydantic3,640Not recordedNot recorded
                freshdeepseeklatest version of Pydantic501Not recordedNot recorded
                freshexa-litelatest version of Bun531Not recordedNot recorded
                freshexa-auto-dynamiclatest version of Bun1,381Not recordedNot recorded
                freshparallellatest version of Bun686Not recordedNot recorded
                freshfirecrawllatest version of Bun1,235Not recordedNot recorded
                freshdeepseeklatest version of Bun671Not recordedNot recorded
                freshfirecrawllatest version of Next.js3,482Not recordedNot recorded
                freshfirecrawllatest version of Vitest4,322Not recordedNot recorded
                freshfirecrawllatest version of React Native3,806Not recordedNot recorded
                freshfirecrawllatest version of Anthropic TypeScript SDK4,014Not recordedNot recorded
                freshfirecrawllatest version of OpenAI Codex CLI3,566Not recordedNot recorded
                freshfirecrawllatest version of pnpm1,593Not recordedNot recorded
                freshfirecrawllatest version of Ruff4,125Not recordedNot recorded
                freshfirecrawllatest version of anthropic Python SDK2,690Not recordedNot recorded
                freshfirecrawllatest version of React3,281Not recordedNot recorded
                freshfirecrawllatest version of SvelteKit1,899Not recordedNot recorded
                freshfirecrawllatest version of Playwright3,427Not recordedNot recorded
                freshfirecrawllatest version of Vue4,465Not recordedNot recorded
                hardexa-liteHow many GPU hours did Exa use to train Exa 3.0h5703,364$0.0040
                hardexa-auto-dynamicHow many GPU hours did Exa use to train Exa 3.0h1,2771,616$0.0070
                hardparallelHow many GPU hours did Exa use to train Exa 3.0h6402,253$0.00
                hardfirecrawlHow many GPU hours did Exa use to train Exa 3.0h4,471441$2.00
                harddeepseekHow many GPU hours did Exa use to train Exa 3.0h5892,074$0.0007
                hardexa-liteArtificial Analysis Search Index score of Exa 3.0 Dynamic Highlightsh6033,693$0.0040
                hardexa-auto-dynamicArtificial Analysis Search Index score of Exa 3.0 Dynamic Highlightsh1,6951,814$0.0070
                hardparallelArtificial Analysis Search Index score of Exa 3.0 Dynamic Highlightsh5992,455$0.00
                hardfirecrawlArtificial Analysis Search Index score of Exa 3.0 Dynamic Highlightsh4,531250$2.00
                harddeepseekArtificial Analysis Search Index score of Exa 3.0 Dynamic Highlightsh5491,690$0.0007
                hardexa-liteWhen is the Exa 3.0 live Q&A with Liam Hinzmanh452546$0.0040
                hardexa-auto-dynamicWhen is the Exa 3.0 live Q&A with Liam Hinzmanh1,756670$0.0070
                hardparallelWhen is the Exa 3.0 live Q&A with Liam Hinzmanh530617$0.00
                hardfirecrawlWhen is the Exa 3.0 live Q&A with Liam Hinzmanh3,643458$2.00
                harddeepseekWhen is the Exa 3.0 live Q&A with Liam Hinzmanh5241,314$0.0007
                hardexa-liteHow much slower is Exa Dynamic Highlights per task according to Artificial Analysish5182,393$0.0040
                hardexa-auto-dynamicHow much slower is Exa Dynamic Highlights per task according to Artificial Analysish1,6201,765$0.0070
                hardparallelHow much slower is Exa Dynamic Highlights per task according to Artificial Analysish1,1201,996$0.00
                hardfirecrawlHow much slower is Exa Dynamic Highlights per task according to Artificial Analysish4,630322$2.00
                harddeepseekHow much slower is Exa Dynamic Highlights per task according to Artificial Analysish542912$0.0007
                hardexa-liteExa annualized revenue October 2026h7001,124$0.0040
                hardexa-auto-dynamicExa annualized revenue October 2026h1,595829$0.0070
                hardparallelExa annualized revenue October 2026h7881,456$0.00
                hardfirecrawlExa annualized revenue October 2026h2,062410$2.00
                harddeepseekExa annualized revenue October 2026h568854$0.0007
                hardexa-liteWhich search provider did Browserbase make its default search provider in October 2026h544889$0.0040
                hardexa-auto-dynamicWhich search provider did Browserbase make its default search provider in October 2026h1,998651$0.0070
                hardparallelWhich search provider did Browserbase make its default search provider in October 2026h5801,183$0.00
                hardfirecrawlWhich search provider did Browserbase make its default search provider in October 2026h3,730553$2.00
                harddeepseekWhich search provider did Browserbase make its default search provider in October 2026h5071,891$0.0007
                hardexa-liteTinyFish free search API rate limit requests per minuteh442792$0.0040
                hardexa-auto-dynamicTinyFish free search API rate limit requests per minuteh1,4771,258$0.0070
                hardparallelTinyFish free search API rate limit requests per minuteh658940$0.00
                hardfirecrawlTinyFish free search API rate limit requests per minuteh3,7801,431$2.00
                harddeepseekTinyFish free search API rate limit requests per minuteh516614$0.0007
                hardexa-liteWhich search providers does Cloudflare's Web Search API beta broker through AI Gatewayh7742,809$0.0040
                hardexa-auto-dynamicWhich search providers does Cloudflare's Web Search API beta broker through AI Gatewayh1,5561,958$0.0070
                hardparallelWhich search providers does Cloudflare's Web Search API beta broker through AI Gatewayh6222,684$0.00
                hardfirecrawlWhich search providers does Cloudflare's Web Search API beta broker through AI Gatewayh2,0971,099$2.00
                harddeepseekWhich search providers does Cloudflare's Web Search API beta broker through AI Gatewayh5412,052$0.0007
                hardexa-liteDeepSeek model snapshot name released October 17 2026 Flashh4591,518$0.0040
                hardexa-auto-dynamicDeepSeek model snapshot name released October 17 2026 Flashh2,0401,121$0.0070
                hardparallelDeepSeek model snapshot name released October 17 2026 Flashh6762,060$0.00
                hardfirecrawlDeepSeek model snapshot name released October 17 2026 Flashh4,644416$2.00
                harddeepseekDeepSeek model snapshot name released October 17 2026 Flashh6011,239$0.0007
                hardexa-liteExa API header value to enable dynamic highlights betah5381,944$0.0040
                hardexa-auto-dynamicExa API header value to enable dynamic highlights betah2,013944$0.0070
                hardparallelExa API header value to enable dynamic highlights betah1,5232,321$0.00
                hardfirecrawlExa API header value to enable dynamic highlights betah2,161592$2.00
                harddeepseekExa API header value to enable dynamic highlights betah612873$0.0007
                hardexa-liteDeepSeek Search API authority field range and unknown valueh4903,524$0.0040
                hardexa-auto-dynamicDeepSeek Search API authority field range and unknown valueh1,353996$0.0070
                hardparallelDeepSeek Search API authority field range and unknown valueh6191,371$0.00
                hardfirecrawlDeepSeek Search API authority field range and unknown valueh3,7971,712$2.00
                harddeepseekDeepSeek Search API authority field range and unknown valueh523664$0.0007
                hardexa-liteClaude Code WebSearch tool how many backend searches per callh6972,201$0.0040
                hardexa-auto-dynamicClaude Code WebSearch tool how many backend searches per callh2,7171,354$0.0070
                hardparallelClaude Code WebSearch tool how many backend searches per callh6122,930$0.00
                hardfirecrawlClaude Code WebSearch tool how many backend searches per callh4,475389$2.00
                harddeepseekClaude Code WebSearch tool how many backend searches per callh527874$0.0007
                hardexa-liteParallel search MCP total excerpts characters cap per tool callh4362,073$0.0040
                hardexa-auto-dynamicParallel search MCP total excerpts characters cap per tool callh1,9281,167$0.0070
                hardparallelParallel search MCP total excerpts characters cap per tool callh538585$0.00
                hardfirecrawlParallel search MCP total excerpts characters cap per tool callh1,2062,375$2.00
                harddeepseekParallel search MCP total excerpts characters cap per tool callh5661,412$0.0007
                hardexa-liteOpenAI web search tool maximum number of allowed domains filterh5011,099$0.0040
                hardexa-auto-dynamicOpenAI web search tool maximum number of allowed domains filterh1,136649$0.0070
                hardparallelOpenAI web search tool maximum number of allowed domains filterh5281,666$0.00
                hardfirecrawlOpenAI web search tool maximum number of allowed domains filterh4,8451,383$2.00
                harddeepseekOpenAI web search tool maximum number of allowed domains filterh556481$0.0007
                hardexa-liteTavily search chunk size characters basic depthh5153,061$0.0040
                hardexa-auto-dynamicTavily search chunk size characters basic depthh1,2871,646$0.0070
                hardparallelTavily search chunk size characters basic depthh6202,788$0.00
                hardfirecrawlTavily search chunk size characters basic depthh5,4592,480$2.00
                harddeepseekTavily search chunk size characters basic depthh621993$0.0007
                hardexa-liteExa API default search rate limit QPSh4931,659$0.0040
                hardexa-auto-dynamicExa API default search rate limit QPSh1,212555$0.0070
                hardparallelExa API default search rate limit QPSh6612,708$0.00
                hardfirecrawlExa API default search rate limit QPSh3,790657$2.00
                harddeepseekExa API default search rate limit QPSh7261,017$0.0007
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                hardexa-auto-dynamicDeepSeek Fetch API QPS limith1,296738$0.0070
                hardparallelDeepSeek Fetch API QPS limith6272,446$0.00
                hardfirecrawlDeepSeek Fetch API QPS limith1,081716$2.00
                harddeepseekDeepSeek Fetch API QPS limith5211,298$0.0007
                hardexa-liteClaude Code version WebFetch pagination feedback addedh4422,202$0.0040
                hardexa-auto-dynamicClaude Code version WebFetch pagination feedback addedh2,6272,254$0.0070
                hardparallelClaude Code version WebFetch pagination feedback addedh5942,979$0.00
                hardfirecrawlClaude Code version WebFetch pagination feedback addedh2,059863$2.00
                harddeepseekClaude Code version WebFetch pagination feedback addedh5963,898$0.0007
                hardexa-liteExact UTC time DeepSeek Search API billing startsh4303,824$0.0040
                hardexa-auto-dynamicExact UTC time DeepSeek Search API billing startsh1,836772$0.0070
                hardparallelExact UTC time DeepSeek Search API billing startsh6291,935$0.00
                hardfirecrawlExact UTC time DeepSeek Search API billing startsh5,535535$2.00
                harddeepseekExact UTC time DeepSeek Search API billing startsh645848$0.0007
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                hardexa-auto-dynamicExa 3.0 release dateh2,5211,212$0.0070
                hardparallelExa 3.0 release dateh5602,084$0.00
                hardfirecrawlExa 3.0 release dateh1,998442$2.00
                harddeepseekExa 3.0 release dateh5722,364$0.0007
                hardexa-liteWho owns Tavilyh7531,007$0.0040
                hardexa-auto-dynamicWho owns Tavilyh1,334995$0.0070
                hardparallelWho owns Tavilyh5202,129$0.00
                hardfirecrawlWho owns Tavilyh772351$2.00
                harddeepseekWho owns Tavilyh493889$0.0007
                hardexa-liteValuation of the search company whose CEO predicted agents will search 1000x more than humans by 2030h5112,266$0.0040
                hardexa-auto-dynamicValuation of the search company whose CEO predicted agents will search 1000x more than humans by 2030h2,8821,190$0.0070
                hardparallelValuation of the search company whose CEO predicted agents will search 1000x more than humans by 2030h1,0932,464$0.00
                hardfirecrawlValuation of the search company whose CEO predicted agents will search 1000x more than humans by 2030h6,469330$2.00
                harddeepseekValuation of the search company whose CEO predicted agents will search 1000x more than humans by 2030h6273,875$0.0007
                hardexa-liteFormer company of the CEO of Parallel Web Systemsh5061,181$0.0040
                hardexa-auto-dynamicFormer company of the CEO of Parallel Web Systemsh1,3811,730$0.0070
                hardparallelFormer company of the CEO of Parallel Web Systemsh7102,075$0.00
                hardfirecrawlFormer company of the CEO of Parallel Web Systemsh7,321308$2.00
                harddeepseekFormer company of the CEO of Parallel Web Systemsh5761,123$0.0007
                hardexa-liteLead investor of the Series B of the company that launched Alexandriah5101,064$0.0040
                hardexa-auto-dynamicLead investor of the Series B of the company that launched Alexandriah2,017880$0.0070
                hardparallelLead investor of the Series B of the company that launched Alexandriah6802,418$0.00
                hardfirecrawlLead investor of the Series B of the company that launched Alexandriah4,114391$2.00
                harddeepseekLead investor of the Series B of the company that launched Alexandriah6231,209$0.0007
                hardexa-liteWhich DeepSeek model is required for Codex native web search through DeepSeek's APIh6042,741$0.0040
                hardexa-auto-dynamicWhich DeepSeek model is required for Codex native web search through DeepSeek's APIh1,7123,131$0.0070
                hardparallelWhich DeepSeek model is required for Codex native web search through DeepSeek's APIh5972,487$0.00
                hardfirecrawlWhich DeepSeek model is required for Codex native web search through DeepSeek's APIh7,2801,112$2.00
                harddeepseekWhich DeepSeek model is required for Codex native web search through DeepSeek's APIh5282,129$0.0007
                latencyexa-litehow to fix ERR_REQUIRE_ESM when importing an ESM package in Node 24565Not recordedNot recorded
                latencyexa-autohow to fix ERR_REQUIRE_ESM when importing an ESM package in Node 241,490Not recordedNot recorded
                latencyexa-auto-dynamichow to fix ERR_REQUIRE_ESM when importing an ESM package in Node 24683Not recordedNot recorded
                latencyparallelhow to fix ERR_REQUIRE_ESM when importing an ESM package in Node 24610Not recordedNot recorded
                latencyfirecrawlhow to fix ERR_REQUIRE_ESM when importing an ESM package in Node 245,901Not recordedNot recorded
                latencyexa-autopnpm 10 workspace catalog protocol example1,204Not recordedNot recorded
                latencyexa-auto-dynamicpnpm 10 workspace catalog protocol example559Not recordedNot recorded
                latencyparallelpnpm 10 workspace catalog protocol example527Not recordedNot recorded
                latencyfirecrawlpnpm 10 workspace catalog protocol example1,845Not recordedNot recorded
                latencyexa-litepnpm 10 workspace catalog protocol example579Not recordedNot recorded
                latencyexa-auto-dynamicPostgres 18 uuidv7 function1,201Not recordedNot recorded
                latencyparallelPostgres 18 uuidv7 function633Not recordedNot recorded
                latencyfirecrawlPostgres 18 uuidv7 function3,894Not recordedNot recorded
                latencyexa-litePostgres 18 uuidv7 function564Not recordedNot recorded
                latencyexa-autoPostgres 18 uuidv7 function472Not recordedNot recorded
                latencyparallelTailwind CSS v4 dark mode class strategy config583Not recordedNot recorded
                latencyfirecrawlTailwind CSS v4 dark mode class strategy config220Not recordedNot recorded
                latencyexa-liteTailwind CSS v4 dark mode class strategy config505Not recordedNot recorded
                latencyexa-autoTailwind CSS v4 dark mode class strategy config1,779Not recordedNot recorded
                latencyexa-auto-dynamicTailwind CSS v4 dark mode class strategy config668Not recordedNot recorded
                latencyfirecrawlBun 2 test runner snapshot update flag218Not recordedNot recorded
                latencyexa-liteBun 2 test runner snapshot update flag475Not recordedNot recorded
                latencyexa-autoBun 2 test runner snapshot update flag1,915Not recordedNot recorded
                latencyexa-auto-dynamicBun 2 test runner snapshot update flag729Not recordedNot recorded
                latencyparallelBun 2 test runner snapshot update flag705Not recordedNot recorded
                latencyexa-liteRust 2024 edition let chains stabilized version625Not recordedNot recorded
                latencyexa-autoRust 2024 edition let chains stabilized version1,940Not recordedNot recorded
                latencyexa-auto-dynamicRust 2024 edition let chains stabilized version1,137Not recordedNot recorded
                latencyparallelRust 2024 edition let chains stabilized version626Not recordedNot recorded
                latencyfirecrawlRust 2024 edition let chains stabilized version222Not recordedNot recorded
                latencyexa-liteVitest 4 browser mode playwright provider setup471Not recordedNot recorded
                latencyexa-autoVitest 4 browser mode playwright provider setup1,213Not recordedNot recorded
                latencyexa-auto-dynamicVitest 4 browser mode playwright provider setup749Not recordedNot recorded
                latencyparallelVitest 4 browser mode playwright provider setup541Not recordedNot recorded
                latencyfirecrawlVitest 4 browser mode playwright provider setup215Not recordedNot recorded
                latencyexa-autoDjango 6.0 release notes background tasks1,359Not recordedNot recorded
                latencyexa-auto-dynamicDjango 6.0 release notes background tasks977Not recordedNot recorded
                latencyparallelDjango 6.0 release notes background tasks588Not recordedNot recorded
                latencyfirecrawlDjango 6.0 release notes background tasks218Not recordedNot recorded
                latencyexa-liteDjango 6.0 release notes background tasks604Not recordedNot recorded
                latencyexa-auto-dynamicGo 1.26 release notes iterators1,400Not recordedNot recorded
                latencyparallelGo 1.26 release notes iterators590Not recordedNot recorded
                latencyfirecrawlGo 1.26 release notes iterators218Not recordedNot recorded
                latencyexa-liteGo 1.26 release notes iterators542Not recordedNot recorded
                latencyexa-autoGo 1.26 release notes iterators601Not recordedNot recorded
                latencyparallelReact 20 use hook server components data fetching601Not recordedNot recorded
                latencyfirecrawlReact 20 use hook server components data fetching215Not recordedNot recorded
                latencyexa-liteReact 20 use hook server components data fetching514Not recordedNot recorded
                latencyexa-autoReact 20 use hook server components data fetching1,110Not recordedNot recorded
                latencyexa-auto-dynamicReact 20 use hook server components data fetching677Not recordedNot recorded
                latencyexa-auto-dynamicAstro 6 content layer loaders2,313Not recordedNot recorded
                latencyexa-autoAstro 6 content layer loaders520Not recordedNot recorded
                latencyexa-autoExpo SDK 56 new architecture default1,365Not recordedNot recorded
                latencyexa-auto-dynamicExpo SDK 56 new architecture default825Not recordedNot recorded
                latencyexa-auto-dynamicPrisma 7 driver adapters required1,999Not recordedNot recorded
                latencyexa-autoPrisma 7 driver adapters required531Not recordedNot recorded
                latencyexa-autoSvelteKit 3 remote functions1,020Not recordedNot recorded
                latencyexa-auto-dynamicSvelteKit 3 remote functions773Not recordedNot recorded
                latencyexa-auto-dynamicDeno 3 npm compatibility node_modules1,724Not recordedNot recorded
                latencyexa-autoDeno 3 npm compatibility node_modules550Not recordedNot recorded
                latencyexa-autoLaravel 13 release date PHP version1,441Not recordedNot recorded
                latencyexa-auto-dynamicLaravel 13 release date PHP version645Not recordedNot recorded
                latencyexa-auto-dynamicuv python 3.15 free threading build1,183Not recordedNot recorded
                latencyexa-autouv python 3.15 free threading build511Not recordedNot recorded
                latencyexa-autoKotlin 2.4 context parameters stable2,463Not recordedNot recorded
                latencyexa-auto-dynamicKotlin 2.4 context parameters stable896Not recordedNot recorded
                apiexa-liteExa 3.0 Exa Lite price per 1,000 requests11122,595$0.0040
                apiexa-autoExa 3.0 Exa Lite price per 1,000 requests11071,569$0.0070
                apiexa-auto-dynamicExa 3.0 Exa Lite price per 1,000 requests11011,065$0.0070
                apiexa-auto-fulltextExa 3.0 Exa Lite price per 1,000 requests110011,429$0.0070
                apiparallelExa 3.0 Exa Lite price per 1,000 requests16093,053$0.00
                apifirecrawlExa 3.0 Exa Lite price per 1,000 requests1537305$2.00
                apifirecrawl-scrapeExa 3.0 Exa Lite price per 1,000 requests195110,884$6.00
                apiexa-liteDeepSeek Search API price per 1,000 requests14943,781$0.0040
                apiexa-autoDeepSeek Search API price per 1,000 requests11,5771,886$0.0070
                apiexa-auto-dynamicDeepSeek Search API price per 1,000 requests1713740$0.0070
                apiexa-auto-fulltextDeepSeek Search API price per 1,000 requests147911,979$0.0070
                apiparallelDeepSeek Search API price per 1,000 requests16152,327$0.00
                apifirecrawlDeepSeek Search API price per 1,000 requests13,804832$2.00
                apifirecrawl-scrapeDeepSeek Search API price per 1,000 requests182725,702$6.00
                apiexa-liteAnthropic Scion source control changes per day18063,598$0.0040
                apiexa-autoAnthropic Scion source control changes per day11,1063,628$0.0070
                apiexa-auto-dynamicAnthropic Scion source control changes per day16112,111$0.0070
                apiexa-auto-fulltextAnthropic Scion source control changes per day148810,019$0.0070
                apiparallelAnthropic Scion source control changes per day17682,530$0.00
                apifirecrawlAnthropic Scion source control changes per day13,433625$2.00
                apifirecrawl-scrapeAnthropic Scion source control changes per day15,76016,939$6.00
                apiexa-liteClaude Code Review generally available review levels14451,887$0.0040
                apiexa-autoClaude Code Review generally available review levels11,1751,753$0.0070
                apiexa-auto-dynamicClaude Code Review generally available review levels15301,456$0.0070
                apiexa-auto-fulltextClaude Code Review generally available review levels14778,288$0.0070
                apiparallelClaude Code Review generally available review levels16752,064$0.00
                apifirecrawlClaude Code Review generally available review levels16,058423$2.00
                apifirecrawl-scrapeClaude Code Review generally available review levels180811,051$5.00
                apiexa-litelatest Claude Code CLI version15231,185$0.0040
                apiexa-autolatest Claude Code CLI version11,1481,574$0.0070
                apiexa-auto-dynamiclatest Claude Code CLI version1757546$0.0070
                apiexa-auto-fulltextlatest Claude Code CLI version1593226,023$0.0070
                apiparallellatest Claude Code CLI version17162,652$0.00
                apifirecrawllatest Claude Code CLI version13,814351$2.00
                apifirecrawl-scrapelatest Claude Code CLI version11,06834,226$6.00
                apiexa-litelatest OpenAI Codex CLI version16275,733$0.0040
                apiexa-autolatest OpenAI Codex CLI version11,3475,672$0.0070
                apiexa-auto-dynamiclatest OpenAI Codex CLI version11,190767$0.0070
                apiexa-auto-fulltextlatest OpenAI Codex CLI version1644127,325$0.0070
                apiparallellatest OpenAI Codex CLI version16533,048$0.00
                apifirecrawllatest OpenAI Codex CLI version14,249289$2.00
                apifirecrawl-scrapelatest OpenAI Codex CLI version17,80446,074$36.00
                apiexa-liteNext.js latest version15324,471$0.0040
                apiexa-autoNext.js latest version12,1244,294$0.0070
                apiexa-auto-dynamicNext.js latest version1769487$0.0070
                apiexa-auto-fulltextNext.js latest version154685,286$0.0070
                apiparallelNext.js latest version16231,750$0.00
                apifirecrawlNext.js latest version13,650886$2.00
                apifirecrawl-scrapeNext.js latest version11,00033,784$7.00
                apiexa-litelatest stable TypeScript version15646,667$0.0040
                apiexa-autolatest stable TypeScript version11,0746,168$0.0070
                apiexa-auto-dynamiclatest stable TypeScript version11,210586$0.0070
                apiexa-auto-fulltextlatest stable TypeScript version159190,786$0.0070
                apiparallellatest stable TypeScript version15791,574$0.00
                apifirecrawllatest stable TypeScript version13,868303$2.00
                apifirecrawl-scrapelatest stable TypeScript version13,25329,460$7.00
                apiexa-liteDeepSeek Search API rate limit QPS14853,638$0.0040
                apiexa-autoDeepSeek Search API rate limit QPS19672,222$0.0070
                apiexa-auto-dynamicDeepSeek Search API rate limit QPS17621,098$0.0070
                apiexa-auto-fulltextDeepSeek Search API rate limit QPS147311,918$0.0070
                apiparallelDeepSeek Search API rate limit QPS16512,832$0.00
                apifirecrawlDeepSeek Search API rate limit QPS11,913654$2.00
                apifirecrawl-scrapeDeepSeek Search API rate limit QPS177210,687$6.00
                apiexa-liteExa Dynamic Highlights fewer tokens than full page text14982,242$0.0040
                apiexa-autoExa Dynamic Highlights fewer tokens than full page text11,3352,237$0.0070
                apiexa-auto-dynamicExa Dynamic Highlights fewer tokens than full page text15691,652$0.0070
                apiexa-auto-fulltextExa Dynamic Highlights fewer tokens than full page text14675,348$0.0070
                apiparallelExa Dynamic Highlights fewer tokens than full page text15772,212$0.00
                apifirecrawlExa Dynamic Highlights fewer tokens than full page text13,741375$2.00
                apifirecrawl-scrapeExa Dynamic Highlights fewer tokens than full page text11,30622,178$5.00
                apiexa-liteNode.js 24 LTS codename1571995$0.0040
                apiexa-autoNode.js 24 LTS codename11,6941,067$0.0070
                apiexa-auto-dynamicNode.js 24 LTS codename1645837$0.0070
                apiexa-auto-fulltextNode.js 24 LTS codename149710,474$0.0070
                apiparallelNode.js 24 LTS codename16671,099$0.00
                apifirecrawlNode.js 24 LTS codename19372,857$2.00
                apifirecrawl-scrapeNode.js 24 LTS codename12,79614,660$7.00
                apiexa-litePython 3.14 release date15421,300$0.0040
                apiexa-autoPython 3.14 release date11,0661,315$0.0070
                apiexa-auto-dynamicPython 3.14 release date1839810$0.0070
                apiexa-auto-fulltextPython 3.14 release date153640,242$0.0070
                apiparallelPython 3.14 release date16281,344$0.00
                apifirecrawlPython 3.14 release date1561490$2.00
                apifirecrawl-scrapePython 3.14 release date12,04793,406$6.00
                apiexa-liteClaude Code WebFetch tool maximum content size characters15063,220$0.0040
                apiexa-autoClaude Code WebFetch tool maximum content size characters11,1393,236$0.0070
                apiexa-auto-dynamicClaude Code WebFetch tool maximum content size characters17281,441$0.0070
                apiexa-auto-fulltextClaude Code WebFetch tool maximum content size characters152719,471$0.0070
                apiparallelClaude Code WebFetch tool maximum content size characters16282,075$0.00
                apifirecrawlClaude Code WebFetch tool maximum content size characters14,071579$2.00
                apifirecrawl-scrapeClaude Code WebFetch tool maximum content size characters18,81422,466$7.00
                apiexa-liteOpenAI Responses API web search context window limit15333,854$0.0040
                apiexa-autoOpenAI Responses API web search context window limit11,0623,877$0.0070
                apiexa-auto-dynamicOpenAI Responses API web search context window limit17811,281$0.0070
                apiexa-auto-fulltextOpenAI Responses API web search context window limit1566112,921$0.0070
                apiparallelOpenAI Responses API web search context window limit16563,137$0.00
                apifirecrawlOpenAI Responses API web search context window limit14,0891,018$2.00
                apifirecrawl-scrapeOpenAI Responses API web search context window limit111,90719,371$6.00
                apiexa-liteAnthropic API web search tool price per 1,000 searches1485903$0.0040
                apiexa-autoAnthropic API web search tool price per 1,000 searches11,553825$0.0070
                apiexa-auto-dynamicAnthropic API web search tool price per 1,000 searches1621671$0.0070
                apiexa-auto-fulltextAnthropic API web search tool price per 1,000 searches156111,529$0.0070
                apiparallelAnthropic API web search tool price per 1,000 searches16562,856$0.00
                apifirecrawlAnthropic API web search tool price per 1,000 searches15,133788$2.00
                apifirecrawl-scrapeAnthropic API web search tool price per 1,000 searches12,51344,899$6.00
                apiexa-liteCodex CLI config.toml web_search options cached live disabled15672,872$0.0040
                apiexa-autoCodex CLI config.toml web_search options cached live disabled11,4133,483$0.0070
                apiexa-auto-dynamicCodex CLI config.toml web_search options cached live disabled17822,022$0.0070
                apiexa-auto-fulltextCodex CLI config.toml web_search options cached live disabled154052,512$0.0070
                apiparallelCodex CLI config.toml web_search options cached live disabled16382,472$0.00
                apifirecrawlCodex CLI config.toml web_search options cached live disabled13,4891,317$2.00
                apifirecrawl-scrapeCodex CLI config.toml web_search options cached live disabled11,28654,326$5.00
                apiexa-liteDeepSeek Search API count parameter maximum results14302,627$0.0040
                apiexa-autoDeepSeek Search API count parameter maximum results11,2081,772$0.0070
                apiexa-auto-dynamicDeepSeek Search API count parameter maximum results16751,115$0.0070
                apiexa-auto-fulltextDeepSeek Search API count parameter maximum results167311,885$0.0070
                apiparallelDeepSeek Search API count parameter maximum results11,035930$0.00
                apifirecrawlDeepSeek Search API count parameter maximum results13,525586$2.00
                apifirecrawl-scrapeDeepSeek Search API count parameter maximum results17,25930,887$6.00
                apiexa-liteExa lite search type maxAgeHours livecrawl cached content only15383,762$0.0040
                apiexa-autoExa lite search type maxAgeHours livecrawl cached content only11,4763,757$0.0070
                apiexa-auto-dynamicExa lite search type maxAgeHours livecrawl cached content only15831,893$0.0070
                apiexa-auto-fulltextExa lite search type maxAgeHours livecrawl cached content only147213,345$0.0070
                apiparallelExa lite search type maxAgeHours livecrawl cached content only18162,949$0.00
                apifirecrawlExa lite search type maxAgeHours livecrawl cached content only13,628711$2.00
                apifirecrawl-scrapeExa lite search type maxAgeHours livecrawl cached content only15,05927,893$7.00
                apiexa-liteExa 3.0 Exa Lite price per 1,000 requests21192,595$0.0040
                apiexa-autoExa 3.0 Exa Lite price per 1,000 requests21191,569$0.0070
                apiexa-auto-dynamicExa 3.0 Exa Lite price per 1,000 requests21111,065$0.0070
                apiparallelExa 3.0 Exa Lite price per 1,000 requests26770$0.00
                apifirecrawlExa 3.0 Exa Lite price per 1,000 requests2483305$2.00
                apiexa-liteDeepSeek Search API price per 1,000 requests21273,781$0.0040
                apiexa-autoDeepSeek Search API price per 1,000 requests21051,886$0.0070
                apiexa-auto-dynamicDeepSeek Search API price per 1,000 requests2108740$0.0070
                apiparallelDeepSeek Search API price per 1,000 requests26072,225$0.00
                apifirecrawlDeepSeek Search API price per 1,000 requests2447832$2.00
                apiexa-liteAnthropic Scion source control changes per day21153,598$0.0040
                apiexa-autoAnthropic Scion source control changes per day21193,628$0.0070
                apiexa-auto-dynamicAnthropic Scion source control changes per day21082,111$0.0070
                apiparallelAnthropic Scion source control changes per day25482,791$0.00
                apifirecrawlAnthropic Scion source control changes per day2512625$2.00
                apiexa-liteClaude Code Review generally available review levels21081,887$0.0040
                apiexa-autoClaude Code Review generally available review levels21031,753$0.0070
                apiexa-auto-dynamicClaude Code Review generally available review levels21161,456$0.0070
                apiparallelClaude Code Review generally available review levels27102,060$0.00
                apifirecrawlClaude Code Review generally available review levels2444423$2.00
                apiexa-litelatest Claude Code CLI version21311,185$0.0040
                apiexa-autolatest Claude Code CLI version21031,574$0.0070
                apiexa-auto-dynamiclatest Claude Code CLI version2140546$0.0070
                apiparallellatest Claude Code CLI version27672,652$0.00
                apifirecrawllatest Claude Code CLI version2501351$2.00
                apiexa-litelatest OpenAI Codex CLI version21105,733$0.0040
                apiexa-autolatest OpenAI Codex CLI version21085,672$0.0070
                apiexa-auto-dynamiclatest OpenAI Codex CLI version298767$0.0070
                apiparallellatest OpenAI Codex CLI version26112,625$0.00
                apifirecrawllatest OpenAI Codex CLI version2536283$2.00
                apiexa-liteNext.js latest version21144,471$0.0040
                apiexa-autoNext.js latest version21154,294$0.0070
                apiexa-auto-dynamicNext.js latest version2186487$0.0070
                apiparallelNext.js latest version27402,020$0.00
                apifirecrawlNext.js latest version24011,167$2.00
                apiexa-litelatest stable TypeScript version21116,667$0.0040
                apiexa-autolatest stable TypeScript version21126,168$0.0070
                apiexa-auto-dynamiclatest stable TypeScript version293586$0.0070
                apiparallellatest stable TypeScript version26971,390$0.00
                apifirecrawllatest stable TypeScript version22210Not measured
                apiexa-liteDeepSeek Search API rate limit QPS21043,638$0.0040
                apiexa-autoDeepSeek Search API rate limit QPS2982,222$0.0070
                apiexa-auto-dynamicDeepSeek Search API rate limit QPS21031,098$0.0070
                apiparallelDeepSeek Search API rate limit QPS27133,548$0.00
                apifirecrawlDeepSeek Search API rate limit QPS22230Not measured
                apiexa-liteExa Dynamic Highlights fewer tokens than full page text21122,242$0.0040
                apiexa-autoExa Dynamic Highlights fewer tokens than full page text2992,237$0.0070
                apiexa-auto-dynamicExa Dynamic Highlights fewer tokens than full page text21001,652$0.0070
                apiparallelExa Dynamic Highlights fewer tokens than full page text26432,299$0.00
                apifirecrawlExa Dynamic Highlights fewer tokens than full page text22170Not measured
                apiexa-liteNode.js 24 LTS codename2123995$0.0040
                apiexa-autoNode.js 24 LTS codename21201,067$0.0070
                apiexa-auto-dynamicNode.js 24 LTS codename2118837$0.0070
                apiparallelNode.js 24 LTS codename2599981$0.00
                apifirecrawlNode.js 24 LTS codename22340Not measured
                apiexa-litePython 3.14 release date21111,300$0.0040
                apiexa-autoPython 3.14 release date21261,315$0.0070
                apiexa-auto-dynamicPython 3.14 release date2113810$0.0070
                apiparallelPython 3.14 release date26501,347$0.00
                apifirecrawlPython 3.14 release date22250Not measured
                apiexa-liteClaude Code WebFetch tool maximum content size characters21023,220$0.0040
                apiexa-autoClaude Code WebFetch tool maximum content size characters21123,236$0.0070
                apiexa-auto-dynamicClaude Code WebFetch tool maximum content size characters21051,441$0.0070
                apiparallelClaude Code WebFetch tool maximum content size characters27182,114$0.00
                apifirecrawlClaude Code WebFetch tool maximum content size characters22180Not measured
                apiexa-liteOpenAI Responses API web search context window limit21223,854$0.0040
                apiexa-autoOpenAI Responses API web search context window limit21053,877$0.0070
                apiexa-auto-dynamicOpenAI Responses API web search context window limit21091,281$0.0070
                apiparallelOpenAI Responses API web search context window limit27003,376$0.00
                apifirecrawlOpenAI Responses API web search context window limit22180Not measured
                apiexa-liteAnthropic API web search tool price per 1,000 searches2105903$0.0040
                apiexa-autoAnthropic API web search tool price per 1,000 searches2104825$0.0070
                apiexa-auto-dynamicAnthropic API web search tool price per 1,000 searches2179671$0.0070
                apiparallelAnthropic API web search tool price per 1,000 searches25943,534$0.00
                apifirecrawlAnthropic API web search tool price per 1,000 searches22240Not measured
                apiexa-liteCodex CLI config.toml web_search options cached live disabled21222,872$0.0040
                apiexa-autoCodex CLI config.toml web_search options cached live disabled21143,483$0.0070
                apiexa-auto-dynamicCodex CLI config.toml web_search options cached live disabled21072,022$0.0070
                apiparallelCodex CLI config.toml web_search options cached live disabled26051,623$0.00
                apifirecrawlCodex CLI config.toml web_search options cached live disabled22180Not measured
                apiexa-liteDeepSeek Search API count parameter maximum results2992,627$0.0040
                apiexa-autoDeepSeek Search API count parameter maximum results21181,772$0.0070
                apiexa-auto-dynamicDeepSeek Search API count parameter maximum results21101,115$0.0070
                apiparallelDeepSeek Search API count parameter maximum results25381,223$0.00
                apifirecrawlDeepSeek Search API count parameter maximum results22240Not measured
                apiexa-liteExa lite search type maxAgeHours livecrawl cached content only21053,762$0.0040
                apiexa-autoExa lite search type maxAgeHours livecrawl cached content only21073,757$0.0070
                apiexa-auto-dynamicExa lite search type maxAgeHours livecrawl cached content only21071,893$0.0070
                apiparallelExa lite search type maxAgeHours livecrawl cached content only25892,949$0.00
                apifirecrawlExa lite search type maxAgeHours livecrawl cached content only21,159907$2.00
                apideepseekExa 3.0 Exa Lite price per 1,000 requests1574950$0.0007
                apideepseekDeepSeek Search API price per 1,000 requests15251,676$0.0007
                apideepseekAnthropic Scion source control changes per day16401,572$0.0007
                apideepseekClaude Code Review generally available review levels1561809$0.0007
                apideepseeklatest Claude Code CLI version16121,412$0.0007
                apideepseeklatest OpenAI Codex CLI version1559720$0.0007
                apideepseekNext.js latest version15591,654$0.0007
                apideepseeklatest stable TypeScript version15631,898$0.0007
                apideepseekDeepSeek Search API rate limit QPS15151,528$0.0007
                apideepseekExa Dynamic Highlights fewer tokens than full page text15972,426$0.0007
                apideepseekNode.js 24 LTS codename1566404$0.0007
                apideepseekPython 3.14 release date15621,963$0.0007
                apideepseekClaude Code WebFetch tool maximum content size characters1498898$0.0007
                apideepseekOpenAI Responses API web search context window limit1571846$0.0007
                apideepseekAnthropic API web search tool price per 1,000 searches15631,458$0.0007
                apideepseekCodex CLI config.toml web_search options cached live disabled15481,336$0.0007
                apideepseekDeepSeek Search API count parameter maximum results1554483$0.0007
                apideepseekExa lite search type maxAgeHours livecrawl cached content only1498766$0.0007

                06 / CHECK THE NUMBERS

                Download the data

                Questions, right answers, scores, timings, costs and ranked result titles, URLs and dates. Page bodies and agent transcripts stay private.