Harbor Adapters - Omni-MATH (Terminus-2): leaderboard

Omni-MATH, olympiad-level mathematics problems, here 200 of its 4,428: accuracy in percent, judged against the reference answer by GPT-5-mini, a model that is also on this board, higher is better. Each model runs in Terminus-2, the Harbor framework's bash-only terminal agent with no native web or image tools, at its provider's default settings, so results can differ from the same model in its vendor's own agent; the score is the mean of three trials (Harbor Adapters large-scale evaluation; Shi, Lin et al., 2026).

Metric: Accuracy (%; 200 problems, GPT-5-mini judge, mean of 3 trials). Source: arxiv.org. Saturation forecast: Around February 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)87.2#91
2Gemini 3 Flash (Preview)83.5#141
3Claude Opus 4.681.3#100
4Claude Sonnet 4.678.8#158
5GPT-5 Mini76.7#349
6GPT-5 Nano71#888
7Claude Haiku 4.560#568
8GPT-5.4 (Medium)54.3#121 (GPT-5.4)

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=harbor-adapters-omni-math-terminus-2 · How It Works · Data refreshed daily, snapshot 2026-11-12.