Model results

FrontierCode

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

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FrontierCode

Source: Cognition via Epoch AI
Version: Not reported
Measurement date: Not reported
Metric: % · Higher is better
Evaluation scope: Harness mini-swe-agent · Aggregation Mean@5 · result date not supplied

Positions are withheld because at least one result lacks explicit independent provenance or a documented evaluation scope. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

Kimi K2.7 Code
moonshotai/kimi-k2.7-code-20260612
30.1%
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MiniMax M3
minimax/minimax-m3-20260531
14.7%
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Inkling
thinkingmachines/inkling-20260715
14%
View modelEvidence aggregated
Qwen3.7 Plus
qwen/qwen3.7-plus-20260602
10.2%
View modelEvidence aggregated