SciUniverse - Hamilton Normalization and pooling (PyLabRobot): leaderboard

Metric: Pass@1 (%). Source: c5r.net. Saturation forecast: Around December 2026. 6 models tracked.

Top models

#ModelScore
1GPT-5.6 Sol (xHigh)100
2GPT-6 (xHigh)100
3Claude Fable 5.1 (xHigh)100
4Gemini 3.8 Flash (High)66.7
5Grok 4.6 (xHigh)66.7
6Claude Opus 5 (xHigh)0

Interactive version: theaggregate.ai/benchmark?slug=sciuniverse-hamilton-normalization-and-pooling-pylabrobot · How It Works · Data refreshed daily, snapshot 2026-09-25.