06
Agents
No single public agent benchmark was attached. The composite uses GitHub stars where the product is open source, a free tier, entry price, App Store rating and review count, and a fully counted changelog. A tool under half the category weight has no numeric rank.
Updated · Compare ChatGPT and Gemini
Machine-readable scores: agents.json. Method on the methodology page. Published by AIToolStack.
Quick answers
What is the top Agents pick?
- ChatGPT is rank 1 of 6, with composite 66.1 and coverage 80%. Composite 66.1 from 80% of the category weight. Largest weighted input: Free tier.
What is the top free or freemium Agents pick?
- ChatGPT is the highest-ranked freemium tool, at rank 1 of 6, with composite 66.1.
How do these ranks work?
- Composite equals evidence times coverage. Only sourced metrics count. A tool under 50% coverage is labeled Insufficient data and has no numeric rank. The full method is on the methodology page.
Rank 1 of 6.
ChatGPT
FreemiumOpenAI's assistant for writing, images, voice, and coding agents.
- Composite
- 66.1
- Evidence
- 82.7
- Coverage
- 80%
Composite 66.1 from 80% of the category weight. Largest weighted input: Free tier.
Score breakdown for ChatGPT Metric Value Weight Normalized Source GitHub stars Not available 20% — Not available Free tier YesFree planThe pricing page has a Free plan and says the free version is available to everyone. It does not print a dollar price for Go or Plus. 22% 100.0 Source for Free tier (opens in a new tab)as of 2026-10-16 Entry monthly price $8ChatGPT Go, USThe January 16, 2026 post says ChatGPT Go is $8 USD per month in the US, Plus is $20, and Pro is $200. The Go help article, updated in October 2026, still describes Go as the low-cost plan but does not restate the dollar amount and points at the pricing page. That pricing page returned 403 on this retrieval, so the cell keeps the blog figure and its date. 22% 80.0 Source for Entry monthly price (opens in a new tab)as of 2026-01-16 App Store rating 4.83ChatGPTApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.82592 and userRatingCount 11313295 for ChatGPT by OpenAI OpCo, LLC. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 14% 96.6 Source for App Store rating (opens in a new tab)as of 2026-10-16 App Store reviews 11313295ChatGPTApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.82592 and userRatingCount 11313295 for ChatGPT by OpenAI OpCo, LLC. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 10% 100.0 Source for App Store reviews (opens in a new tab)as of 2026-10-16 Changelog rows in 90 days 11 dated note in the releases list2026-10-15 GPT-Live-1.1 in ChatGPT Voice 12% 25.0 Source for Changelog rows in 90 days (opens in a new tab)as of 2026-10-15 Rank 2 of 6.
Gemini
FreemiumGoogle's assistant for writing, research, and work in Google apps.
- Composite
- 63.6
- Evidence
- 93.5
- Coverage
- 68%
Composite 63.6 from 68% of the category weight. Largest weighted input: Free tier.
Score breakdown for Gemini Metric Value Weight Normalized Source GitHub stars Not available 20% — Not available Free tier YesWithout an AI planThe Gemini Apps help article lists a row for people without an AI plan, with standard limits and a 32k token context window. That is the free tier. Paid Google AI plans raise the limits. 22% 100.0 Source for Free tier (opens in a new tab)as of 2026-10-16 Entry monthly price $4.99Google AI PlusThe US comparison table lists Google AI Plus at $4.99 per month, Google AI Pro at $19.99 per month, and Google AI Ultra from $99.99 per month. Plus is the cheapest paid Google AI plan. 22% 87.5 Source for Entry monthly price (opens in a new tab)as of 2026-10-16 App Store rating 4.72Google GeminiApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.72459 and userRatingCount 2343258 for Google Gemini by Google LLC. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 14% 94.4 Source for App Store rating (opens in a new tab)as of 2026-10-16 App Store reviews 2343258Google GeminiApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.72459 and userRatingCount 2343258 for Google Gemini by Google LLC. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 10% 91.0 Source for App Store reviews (opens in a new tab)as of 2026-10-16 Changelog rows in 90 days Not available 12% — Not available Rank 3 of 6.
Grok
FreemiumSpaceXAI's assistant for chat, search, images, video, voice, and code.
- Composite
- 62.1
- Evidence
- 91.3
- Coverage
- 68%
Composite 62.1 from 68% of the category weight. Largest weighted input: Free tier.
Score breakdown for Grok Metric Value Weight Normalized Source GitHub stars Not available 20% — Not available Free tier YesFreeThe X Subscription price table lists Free at $0. New self-serve plans include Grok. Existing SuperGrok plans can continue. 22% 100.0 Source for Free tier (opens in a new tab)as of 2026-10-16 Entry monthly price $8PlusPlus is $8 per month, or $80 per year. It is the cheapest paid individual plan in the table. Premium is $30 per month. Annual discounts are not scored. 22% 80.0 Source for Entry monthly price (opens in a new tab)as of 2026-10-16 App Store rating 4.87Grok AIApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.87411 and userRatingCount 1510343 for Grok AI by X Corp.. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 14% 97.4 Source for App Store rating (opens in a new tab)as of 2026-10-16 App Store reviews 1510343Grok AIApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.87411 and userRatingCount 1510343 for Grok AI by X Corp.. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 10% 88.3 Source for App Store reviews (opens in a new tab)as of 2026-10-16 Changelog rows in 90 days Not available 12% — Not available Rank 4 of 6.
Claude
FreemiumAnthropic's assistant for chat, files, research, and code. Claude Code is the terminal agent.
- Composite
- 57.0
- Evidence
- 71.2
- Coverage
- 80%
Composite 57 from 80% of the category weight. Largest weighted input: Free tier.
Score breakdown for Claude Metric Value Weight Normalized Source GitHub stars Not available 20% — Not available Free tier YesFreeFree is listed at $0. Opus is marked No on Free and Yes on Pro. Claude Code is marked No on Free and Yes on Pro. 22% 100.0 Source for Free tier (opens in a new tab)as of 2026-10-16 Entry monthly price $20ProPro is $20 if billed monthly, or $17 per month with the annual plan. The monthly price is the one scored. 22% 50.0 Source for Entry monthly price (opens in a new tab)as of 2026-10-16 App Store rating 4.72Claude by AnthropicApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.7217 and userRatingCount 279701 for Claude by Anthropic by Anthropic PBC. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 14% 94.4 Source for App Store rating (opens in a new tab)as of 2026-10-16 App Store reviews 279701Claude by AnthropicApple App Store listing in the US. iTunes Search API lookup on 2026-10-16 returned averageUserRating 4.7217 and userRatingCount 279701 for Claude by Anthropic by Anthropic PBC. The stored rating is that average rounded to two decimal places. The store page does not print a rating timestamp. 10% 77.8 Source for App Store reviews (opens in a new tab)as of 2026-10-16 Changelog rows in 90 days 11 dated note in the releases list2026-10-07 Claude Haiku 5.5 12% 25.0 Source for Changelog rows in 90 days (opens in a new tab)as of 2026-10-07 Rank 5 of 6.
n8n
FreemiumWorkflow automation you can self-host, with AI agent nodes.
- Composite
- 53.4
- Evidence
- 98.9
- Coverage
- 54%
Composite 53.4 from 54% of the category weight. Largest weighted input: Free tier.
Score breakdown for n8n Metric Value Weight Normalized Source GitHub stars 207,617n8n-io/n8nGitHub API stargazers_count on 2026-10-16. 20% 97.1 Source for GitHub stars (opens in a new tab)as of 2026-10-16 Free tier YesCommunity EditionThe pricing page says a standard self-hosted version is available on GitHub. Cloud plans on that page are listed in euros and as annually billed rates, so no USD monthly entry price is scored. 22% 100.0 Source for Free tier (opens in a new tab)as of 2026-10-16 Entry monthly price Not available 22% — Not available App Store rating Not available 14% — Not available App Store reviews Not available 10% — Not available Changelog rows in 90 days 129n8n-io/n8n releasesGitHub releases API, paginated until a release older than 2026-07-18. 129 releases have published_at on or after 2026-07-18 and on or before 2026-10-16. The newest is 2026-10-16. 12% 100.0 Source for Changelog rows in 90 days (opens in a new tab)as of 2026-10-16 Rank 6 of 6.
CrewAI
FreemiumOpen-source framework for multi-agent workflows, plus a hosted platform.
- Composite
- 51.4
- Evidence
- 95.3
- Coverage
- 54%
Composite 51.4 from 54% of the category weight. Largest weighted input: Free tier.
Score breakdown for CrewAI Metric Value Weight Normalized Source GitHub stars 59,760crewAIInc/crewAIGitHub API stargazers_count on 2026-10-16. 20% 87.2 Source for GitHub stars (opens in a new tab)as of 2026-10-16 Free tier YesBasicThe pricing page lists Basic as Free, with 50 workflow executions per month. Enterprise is custom, so there is no published paid entry price. 22% 100.0 Source for Free tier (opens in a new tab)as of 2026-10-16 Entry monthly price Not available 22% — Not available App Store rating Not available 14% — Not available App Store reviews Not available 10% — Not available Changelog rows in 90 days 25crewAIInc/crewAI releasesGitHub releases API, first page of 100. 25 have published_at inside the window. The oldest release on that page is 2026-03-13, so the window count is complete. The newest in-window tag is 1.15.28 on 2026-10-14. 12% 100.0 Source for Changelog rows in 90 days (opens in a new tab)as of 2026-10-14
Latest releases
Ant Ling-3.2-flash
Ant Ling's changelog for November 5, 2026 launched Ling-3.2-flash, a native multimodal model with 560 billion total parameters, 25 billion active, and a 1 million token context, taking image, text, and video input. It is available in the chat interface and through an API compatible with OpenAI and Anthropic protocols, and is free for the first 2 weeks.
Claude Personal Finance beta
Anthropic is rolling out Personal Finance in Claude in beta, with read-only bank and card connections through Plaid, on Pro, Max, and Ultra plans in the US. The article date is November 5, 2026.
Gemini Omni 1.2 Flash generally available
Google made Gemini Omni 1.2 Flash generally available on November 5, 2026, for generating and editing video up to 15 seconds, on the Gemini API and Google Cloud. Google says 720p video is $0.07 per second, 30% less than Omni 1.1; that price comparison is vendor-reported.
Tencent Hy4
Tencent announced Hy4, an open-source model with visual understanding and computer use. The announcement says the API is approximately $0.90 per million input tokens and $2.70 per million output tokens, and that weights and system cards are planned in the coming days. Performance comparisons on that page are vendor-reported.
Meituan LongCat-2.5
Meituan released LongCat-2.5, a native multimodal model for long-horizon agent tasks, with 1.6 trillion total parameters. The company says people can try it at longcat.ai and developers can call it through an API.
Gemini app file editing
Google added file generation, preview, and editing in the Gemini app for documents, PDFs, slides, spreadsheets, and code. PDF preview and editing work on web and mobile; Google says the other formats are web only, and that this is available to all users where the Gemini app is available.