FrontierSWE Scores

FrontierSWE leaderboard tracking for software-engineering skill at the edge of human ability. Color = provider.

FrontierSWE Scores

FrontierSWE leaderboard tracking for software-engineering skill at the edge of human ability. Color = provider.

How To Read This Chart

This benchmark chart uses source-backed benchmark rows mapped to public AI IQ model profiles.

Top Models

RankModelProviderScore
1fable-5Anthropic90
2opus-4.8Anthropic75
3glm-5.2Z.ai74
4gpt-5.5OpenAI73
5opus-4.7Anthropic63
6opus-4.6Anthropic56
7gpt-5.4OpenAI54
8gemini-3.1-proGoogle40
9glm-5.1Z.ai31
10deepseek-v4-proDeepSeek29
11kimi-k2.6Kimi27
12kimi-k2.5Kimi26

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