Harbor Adapters - GPQA Diamond (Terminus-2): leaderboard

GPQA Diamond, graduate-level multiple-choice questions in biology, physics and chemistry, all 198 with the answer choices shuffled: accuracy in percent, 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 (%; 198 questions, mean of 3 trials). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)95.3#91
2Gemini 3 Flash (Preview)89.6#141
3Claude Opus 4.684.3#100
4Claude Sonnet 4.682.3#158
5GPT-5 Mini78.5#349
6GPT-5.4 (Medium)77.8#121 (GPT-5.4)
7GPT-5 Nano60.8#888
8Claude Haiku 4.553.5#568

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-gpqa-diamond-terminus-2 · How It Works · Data refreshed daily, snapshot 2026-11-12.