ToolDrift
The best AI coding model right now
The models developers actually run inside their coding tools, re-counted every night — 55 models across 36 tracked IDEs, CLI agents and extensions — plus every price change and withdrawn tier across the tools.
Share cardActual performance
Did not reach leaderboard
Launch Intel predictions
Analyze your own launch →83%83% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
60%60% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
42%42% predicted probability of success on Hacker News, based on ML models trained on real launch data.
33%33% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
28%28% predicted probability of success on AppSumo, based on ML models trained on real launch data.
19%19% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
18%18% predicted probability of success on BetaList, based on ML models trained on real launch data.
Incorrect prediction on native model
Similar products
Claude Sonnet 4.589%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
The best coding model in the world
Claude Haiku 4.593%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
The fastest, most affordable coding model
Cursor 2.099%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Our first coding model and new interface for agents
Cognition's SWE-279%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Cognition's coding model, 64% cheaper than Fable 5.1
Taku AI54%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Borrow the best AI setups and make them yours.
PinchBench84%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Find the best AI model for your OpenClaw
Voicei50%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Best ai answering service
Stubs22%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Supervise AI Coding Tasks
Hadaa26%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
The best AI landscaping app, actually buildable
NVBCD34%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI Coding Dependency Test