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SWE Atlas-Codebase QnA
Coding
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Results for 12 models collected from 3 public sources.
Ranking
Sources
#
Model
Score
1
Qwen3.8-Max
Alibaba · 0902
66.3
%
2
Claude Opus 5
Anthropic
63.2
%
3
Muse Spark 1.3
Meta · max mode
59.4
%
4
GPT-5.6 Sol
OpenAI · max mode
53.5
%
5
Muse Spark 1.2
Meta · xhigh mode
46.2
%
6
GPT-5.5
OpenAI
45.4
%
7
Claude Opus 4.7
Anthropic
45.2
%
8
Claude Fable 5
Anthropic
39.0
%
9
MiniMax M3
MiniMax
37.9
%
10
Claude Sonnet 4.6
Anthropic
31.2
%
12 models total
1
2