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mini-SWE-agent

Princeton·11 models tested·ixio runs + NL2Repo + Terminal-Bench 2.1
Agent rank#5
Score80.0

Best on mini-SWE-agent: Claude Fable 5 · 100

Best models· mini-SWE-agent

11 models · NL2Repo + Terminal-Bench 2.1
#Model
1
Claude Fable 5
Anthropic
——
100
2
Claude Opus 4.8
Anthropic
——
100
3
DeepSeek-V4
DeepSeekopen
——
100
4
MiniMax M3
MiniMaxopen
100%—
100
5
Muse Spark 1.1
Metaopen
—76.2%
59
6
Kimi K2.7 Code
Moonshot AIopen
55.4%—
50
7
GLM-5.2
Z.aiopen
——
42
8
MiniMax M2.5
MiniMaxopen
——
31
9
Llama 3.3 70B
Metaopen
——
23
10
Kimi K2.6
Moonshot AIopen
——
8
11
gpt-oss-120b
OpenAIopen
——
8