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Physics on Physics tasks

52.5ScoreClaude-Sonnet-4.5-Think
21.71629.70837.745.692Jan 22, 2026

Evaluation results

MethodLinks
Claude-Sonnet-4.5-ThinkGeneration Mode=LLM-in-Sandbox2026.0152.55.8
Claude-Sonnet-4.5-ThinkGeneration Mode=Standard LLM2026.0146.7—
GPT-5Generation Mode=LLM-in-Sandbox2026.0145.84.8
DeepSeek-V3.2-ThinkingGeneration Mode=LLM-in-Sandbox2026.0145.27.6
Kimi-K2-ThinkingGeneration Mode=LLM-in-Sandbox2026.0142.31.7
GPT-5Generation Mode=Standard LLM2026.0141—
Kimi-K2-ThinkingGeneration Mode=Standard LLM2026.0140.6—
DeepSeek-V3.2-ThinkingGeneration Mode=Standard LLM2026.0137.6—
MiniMax-M2Generation Mode=LLM-in-Sandbox2026.0135.85.5
MiniMax-M2Generation Mode=Standard LLM2026.0130.3—
Qwen3-Coder-30B-A3BGeneration Mode=LLM-in-Sandbox2026.0128.95
Qwen3-4B-Instruct-2507Generation Mode=LLM-in-Sandbox2026.0125.62.7
Qwen3-Coder-30B-A3BGeneration Mode=Standard LLM2026.0123.9—
Qwen3-4B-Instruct-2507Generation Mode=Standard LLM2026.0122.9—