Harbor Adapters - SimpleQA (Terminus-2): leaderboard

SimpleQA, short fact-seeking questions answered with internet access available, here a 200-question sample: accuracy in percent, graded by an LLM judge (GPT-5-mini by default, 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 questions, LLM judge, 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#91
2Claude Opus 4.690.7#100
3Gemini 3 Flash (Preview)84#141
4Claude Sonnet 4.680.7#158
5GPT-5.4 (Medium)74.8#121 (GPT-5.4)
6GPT-5 Mini64.5#349
7Claude Haiku 4.557.3#568
8GPT-5 Nano15.8#888

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