AI models, ranked against each other. Image and video models are not in this list.
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Comprehensive rankings of AI coding tools using Algorithm v8.1 - Market-validated scoring
Rankings as of November 10, 2026
Version 5.5
Version 5.5
Version 3.0
Version 6.0
Closed model tier from OpenAI. Current version: GPT-6 Astra.
Version 5.1
Closed model tier from Anthropic. Current version: Claude Fable 5.1.
Version 4.0
Closed model tier from Google. Current version: Gemini 4 Argon.
Version 6.1
Closed model tier from OpenAI. Current version: GPT-6.1 Sol.
Version 6.1
Closed model tier from OpenAI. Current version: GPT-6.1 Terra.
Version 5.3
Version 3.8
Open-weight model family from Alibaba's Qwen team. Current flagship release: Qwen3.8-Max.
Version 5.5
Closed model tier from Anthropic. Current version: Claude Haiku 5.5.
Version 4.1
Version 4.7
Version 3.1
Open-weight model family from MiniMax. Current flagship release: MiniMax-M3.1-Flash.
Version 3.8
Closed model tier from Google. Current version: Gemini 3.8 Flash.
Version 6.0
Closed model tier from OpenAI. Current version: GPT-6 Luna.
Models, coding harnesses and productivity tools are ranked in separate lists. A tool is ranked in one list at most, and its rank, tier and change are counted within that list. Ranks are not compared across lists.
Each list is scored with the profile for its kind. Every profile uses the same eight factors, and its weights add up to 100%, so every score is on the same 0-100 scale.
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