IFM K2-Horizon-375B Card - SWE-Atlas QnA (Strict, No Internet): leaderboard

SWE-Atlas QnA asks agents repository-level questions about real codebases. IFM's K2-Horizon-375B-A23B model card runs it in strict mode with no internet access, a different protocol from Scale's SWE Atlas leaderboard. Score in percent, higher is better; only four models have values.

Metric: Score (%). Source: huggingface.co. Saturation forecast: Around June 2027. 4 models tracked.

Top models

#ModelScoreOverall rank
1GLM-5.2 (Max)46.4#80 (GLM-5.2)
2MiniMax-M342.3#151
3Inkling (xHigh)25.5#144 (Inkling)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=ifm-k2-horizon-375b-card-swe-atlas-qna-strict-no-internet · How It Works · Data refreshed daily, snapshot 2026-11-05.