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SAGE v1.1 - Partial Differential Equations

Math · 2026-10-27

The Partial Differential Equations subject of SAGE v1.1, scored by class-balanced check accuracy over rubric deductions on handwritten PDE solutions.

Top models (higher is better)

ModelScore
Qwen3.7-Plus (source unspecified)94.2
Claude Opus 5.593.4
GPT-5.6 Terra93.0
Qwen3.5 397B A17B91.5
Claude Sonnet 5.591.1
Gemini 3.8 Flash91.1
Gemma 4 31B IT90.7
GPT-6.1 Sol90.7
Gemini 3.1 Pro Preview90.5
MiMo-V2.6-Pro90.5
DeepSeek V4.1 Flash90.3
MiniMax M3.1 Flash90.1
Muse Spark Open89.9
Claude Haiku 5.589.9
Qwen3.5-Flash (source unspecified)89.6
MiniMax M388.6
Ember-188.0
Grok 4.787.7
Gemini 4 Argon87.0
Kimi K386.3
GLM-5.3 Flash86.1
MiMo-V2.6-Flash86.0
Gemini 3.5 Flash-Lite85.8
GPT-6 Luna85.6
Mistral Medium 3.581.2
Grok 4.1 Fast77.5
Mistral Small 468.4
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