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01Model adoption

Models ranked by recorded token usage on OpenRouter over the last seven days.

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  1. 1DeepSeek V4.1 Flashdeepseek/deepseek-v4.1-flashdeepseek22.7T
  2. 2GLM-5.3-Flashzhipuai/glm-5.3-flashzhipuai10.6T
  3. 3MiMo-V2.6-Flashxiaomi/mimo-v2.6-flashxiaomi9.1T
  4. 4GPT-5.6 Lunaopenai/gpt-5.6-lunaopenai7.8T
  5. 5Hy4 previewtencent/hy4-previewtencent7.5T
  6. 6DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731deepseek7T
  7. 7GPT-6 Lunaopenai/gpt-6-lunaopenai5.1T
  8. 8DeepSeek V4 Flashdeepseek/deepseek-v4-flashdeepseek3.2T
  9. 9GLM-5.3zhipuai/glm-5.3zhipuai2.7T
  10. 10Hy3tencent/hy3tencent2.4T
  11. 11Gemini 3.8 Flashgoogle/gemini-3.8-flashgoogle2.1T
  12. 12Claude Opus 5.5anthropic/claude-opus-5-5anthropic1.9T
  13. 13Kimi K3moonshotai/kimi-k3moonshotai1.6T
  14. 14GPT-5.6 Solopenai/gpt-5.6-solopenai1.5T
  15. 15Claude Sonnet 5anthropic/claude-sonnet-5anthropic1.4T
  16. 16GLM-5.2zhipuai/glm-5.2zhipuai1.3T
  17. 17MiniMax-M3minimax/MiniMax-M3minimax1.3T
  18. 18MiMo-V2.6-Proxiaomi/mimo-v2.6-proxiaomi1.3T
  19. 19MiMo-V2.5xiaomi/mimo-v2.5xiaomi1.2T
  20. 20GPT-6 Solopenai/gpt-6-solopenai1.2T
  21. 21GPT-6 Astraopenai/gpt-6-astraopenai906.6B
  22. 22DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813deepseek899.9B
  23. 23Gemini 3 Flash Previewgoogle/gemini-3-flash-previewgoogle751.8B
  24. 24Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-litegoogle724.6B
  25. 25DeepSeek V4 Prodeepseek/deepseek-v4-prodeepseek708.8B
  26. 26GPT OSS 120Bopenai/gpt-oss-120bopenai633B
  27. 27Claude Fable 5.1anthropic/claude-fable-5-1anthropic621.7B
  28. 28Claude Opus 5anthropic/claude-opus-5anthropic608.7B
  29. 29Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-litegoogle529B
  30. 30Qwen3.8 Flashalibaba/qwen3.8-flashalibaba508.7B
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02Agent capabilities

Reusable capabilities shaping how agents are built, ranked by community adoption.

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1find-skillsvercel-labs/skills3.6M
2grill-memattpocock/skills1.3M
3grill-with-docsmattpocock/skills1.1M
4improve-codebase-architecturemattpocock/skills1M
5tddmattpocock/skills995.1K
6agent-browservercel-labs/agent-browser993.5K
7frontend-designanthropics/skills941K
8setup-matt-pocock-skillsmattpocock/skills919.1K
9handoffmattpocock/skills896.8K
10triagemattpocock/skills867.6K
11prototypemattpocock/skills864.8K
12grillingmattpocock/skills809.4K
13vercel-react-best-practicesvercel-labs/agent-skills760.5K
14video-editgenmedia-labs/skills754.8K
15ai-video-generationgenmedia-labs/skills753.5K
16ai-musicgenmedia-labs/skills753.5K
17image-to-videogenmedia-labs/skills752.9K
18ai-image-generationgenmedia-labs/skills752.4K
19hyperframes-cliheygen-com/hyperframes746.2K
20lark-docopen.feishu.cn740.7K
21lark-baseopen.feishu.cn740.4K
22lark-driveopen.feishu.cn740.3K
23lark-sharedopen.feishu.cn739.9K
24lark-imopen.feishu.cn739.6K
25lark-approvalopen.feishu.cn739.5K
26lark-calendaropen.feishu.cn739.4K
27lark-sheetsopen.feishu.cn739.2K
28lark-wikiopen.feishu.cn739K
29lark-contactopen.feishu.cn738.6K
30lark-slidesopen.feishu.cn738.4K
View all skills →
03Connected systems

Latest MCP Servers

Fresh connections for agents, kept current and ready to inspect.

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1Task Checkpointio.github.qddfxp/task-checkpoint-mcpPackage0.1.62FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPTio.github.foundrole/jobs-mcp-proxyHybrid1.1.143parlament-mcpio.github.malkreide/parlament-mcpPackage0.4.04Fieldproxyio.github.Fieldproxy/fieldproxy-mcpRemote1.0.05ibanchecker-mcpio.github.koraykoylu/ibanchecker-mcpHybrid1.4.06Dogechaincom.dogechain/dogechainRemote1.0.07Vectelos Dutycom.vectelos/dutyRemote0.4.08amadeus-agent-intelligenceio.github.Christianwieprecht/amadeus-agent-intelligenceRemote1.8.19seo-webmaster-mcpio.github.JvnnDev/seo-webmaster-mcpPackage0.3.110VibeViewio.github.vibeview/vibeviewPackage0.32.011sbb-opendata-mcpio.github.malkreide/sbb-opendata-mcpPackage0.4.012Timesheetio.github.timesheetIO/timesheet-mcpHybrid2.0.113register-mcpio.github.malkreide/register-mcpPackage0.7.014ChronoKeyio.github.Dyln01/chronokeyRemote2.0.015korea-realtyapp.sallim/korea-realtyRemote0.94.016thai-legalth.in.legaltech/thai-legalRemote2.40.017wortwertio.github.thomas0369/wortwertRemote9.351.018HeyLead — AI agent for LinkedIn outreachio.github.D4umak/heyleadHybrid0.10.40519MobileValidatecom.mobilevalidate/mcpHybrid1.2.020Livermoreio.github.AAAZZZR/livermoreRemote1.1.021Palaceio.github.AncientiCe/palace-rsPackage0.15.022GolfCoreorg.golfcore/golfcoreRemote1.1.023anythingmcpio.github.HelpCode-ai/anythingmcpMetadata only0.14.024Filloio.github.jacobfunch/usefilloHybrid0.8.025DataSinkingio.github.heubme2020/datasinkingHybrid0.2.1326VPS Guardianio.github.murzirius/vps-guardian-mcpPackage0.32.127Kinai.kinlab/kinPackage0.8.128ztdsio.github.moxno/ztdsPackage1.0.029Manifoldio.github.nonchan7720/manifoldPackage1.16.030Basecoat UI MCPio.github.zygiu-zygis/basecoat-ui-mcpPackage1.0.3
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04Stories & field notes

Ideas for an AI-native world.

Reporting, practical guides, and independent perspectives from the OpenAI Suite community.

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Datacenter Proxies for AI Web Scraping: When to Use Them vs Residential Proxies
Productivity17 min read

Datacenter Proxies for AI Web Scraping: When to Use Them vs Residential Proxies

Datacenter proxies handle most AI scraping. Learn when residential IPs are worth the cost for training data, RAG pipelines and AI agents.

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Productivity7 min read

The AI Productivity Stack: Tools for Better Focus, Planning and Deep Work 

Build an AI productivity stack that improves planning, research, writing, focus, and deep work without making your workflow messy.

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The AI Productivity Stack: Tools for Better Focus, Planning and Deep Work 
AI12 min read

How to Evaluate an AI Assistant for Writing, Research and Everyday Tasks

Benchmarks won’t tell you which AI assistant fits your work. This 2-hour test compares ChatGPT, Claude and Gemini on the tasks you actually do.

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How to Evaluate an AI Assistant for Writing, Research and Everyday Tasks
AI18 min read

Shadow AI Policy Framework: How to Detect & Block Unauthorized AI Tools

Employees are already using AI tools you never approved. Learn how to detect shadow AI, block risky tools, and keep your teams productive.

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Shadow AI Policy Framework: How to Detect & Block Unauthorized AI Tools
Guides12 min read

Warzone Cronus Zen Scripts in 2026: Ban Risk, Detection and What to Check

Activision now classes Cronus Zen as a cheating tool. Here is what RICOCHET detects in Warzone, and what that means before you buy a script.

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Warzone Cronus Zen Scripts in 2026: Ban Risk, Detection and What to Check