Axion 1.0 - HiPhO: leaderboard

Axion 1.0 author-run ReAct environment with web search, webpage visits, scholarly retrieval and Python. Best single run of three, or five for BioMysteryBench human-difficult; benchmark-approved website restrictions apply. Full HLE restricted websites and HLE-130 text-only are separate populations. Externally reported baseline scores are not pooled. HiPhO.

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 8 models tracked.

Top models

#ModelScoreOverall rank
1Axion 1.0-122B (Axion Run: harness=ReAct; selection=best%20of%203)46.2
2Axion 1.0-35B (Axion Run: harness=ReAct; selection=best%20of%203)45.7
3Axion 1.0-9B (Axion Run: harness=ReAct; selection=best%20of%203)43.5
4GPT-5.6 Sol (Axion Run: harness=ReAct; selection=best%20of%203)42.9
5Axion 1.0-4B (Axion Run: harness=ReAct; selection=best%20of%203)42.3
6Qwen3.6-35B-A3B (Axion Run: harness=ReAct; selection=best%20of%203)38.6
7Gemini 3.1 Pro (Axion Run: harness=ReAct; selection=best%20of%203)38.5
8Qwen3.5-122B-A10B (Axion Run: harness=ReAct; selection=best%20of%203)30.6

Interactive version: theaggregate.ai/benchmark?slug=axion-1-0-hipho · How It Works · Data refreshed daily, snapshot 2026-11-05.