Science · sub-raceNarrow lead
Physics & Chemistry race
Derivations, simulations and problem sets from university physics and chemistry.
- Leader
- GPT-6 Astra
- Margin
- 1.0 pts
- 1.2% ahead
- Weeks at #1
- 7
- in a row
- Changes
- 4
- in 2026
Warming up the track…
Oct 19, 2026GPT-6 Astra leads
2025Apr ’25Jul ’25Oct ’252026Apr ’26Jul ’26Oct ’26
Score history
Top 6 today over the leader's frontier · click to jump to a week
#1 frontierGPT-6 AstraGemini 4 ArgonFable 5.1GPT-6.1 SolOpus 5.5Grok 4.7
Reigns at #1
Longest: 3.1 Pro, 16 weeks (from Feb 2026).
Sibling races
More science races
Why this race matters
Tests whether models can do quantitative science, not just recall facts.
How it is scored
Accuracy on problems with checked numeric answers.
Unit: percentHigher is betterPhoto finish under 0.5 ptsDominant over 3.0 pts
Data provenance
SciCode / PhysicsEval
Research-code and derivation problems.
Scores here are illustrative placeholders that mimic real benchmark patterns. Swap in live data through the score provider. Methodology