Vals AI

SAGE

Student Assessment with Generative Evaluation

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Education
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Models29

Top result91.3%Claude Opus 5.5

Top-3 spread1.5 pts

Updated5 Nov 2026

Result and cost

28 of 29 results

Results

29 results

#ModelResultCostTime

01Claude Opus 5.591.3% ±1.4$0.28388 s

02GPT-6.1 Sol90.5% ±1.5$0.08350 s

03Claude Haiku 5.589.8% ±1.4$0.0162 min

04Gemini 4 Argon89.5% ±1.6$0.07529 s

05GLM-5.3-Flash89.3% ±1.8$0.00643 min

06Qwen3.7 Plus89.1% ±1.4$0.022 min

07Grok 4.788.7% ±1.8$0.112 min

08Inkling 2 Small88.6% ±1.8$0.01841 s

09Gemini 3.8 Flash88.2% ±1.7$0.07667 s

10Claude Sonnet 5.588.0% ±1.6$0.1681 s

11GPT-5.6 Terra87.0% ±2.0$0.1143 s

12Kimi K386.8% ±1.9$0.2272 min

13Ember-186.4% ±1.9$0.20554 s

14Muse Spark Open85.8% ±1.7$0.06965 s

15MiniMax M385.5% ±1.8$0.01552 s

15Qwen3.5 397B A17B85.5% ±1.8$0.0133 min

17DeepSeek V4.1 Flash 101785.4% ±2.0$0.01133 s

18MiniMax M3.1 Flash85.3% ±2.0$0.007674 s

19Qwen3.5 Flash84.9% ±1.8$0.0062 min

20MiMo-V2.6-Pro84.4% ±1.9$0.0212 min

21GPT-6 Luna83.4% ±2.3$0.005848 s

22MiMo-V2.6-Flash83.3% ±2.1$0.00743 min

23Gemini 3.1 Pro Preview83.2% ±2.0$0.05446 s

24Gemma 4 31B82.8% ±2.1$02 min

25Qwen3.8 Max81.8% ±2.1$0.0872 min

26Gemini 3.5 Flash-Lite79.5% ±2.0$0.00959.8 s

27Grok 4.1 Fast (Reasoning)74.5% ±2.2$0.004714 s

28Mistral Medium 3.572.0% ±2.2$0.07447 s

29Mistral Small 459.2% ±2.1$0.003514 s