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AA-Omniscience v1.1 Index

Indexes · 2026-10-27

AA-Omniscience v1.1 Index on 3,000 private questions across six economically relevant domains, revised from the 6,000-question v1 set by removing saturated and public-set questions, adding new questions and correcting ambiguous or erroneous ones. It rewards correct answers, penalizes hallucinations and does not penalize abstention, on a -100 to 100 scale. The changed question set is kept separate from v1.

Top models (higher is better)

ModelScore
Gemini 4 Argon46.1
GPT-6 Astra44.6
GPT-6.1 Sol42.4
Grok 4.731.2
Muse Wonder Full30.6
Claude Sonnet 5.530.5
Kimi K3.1 Pro29.9
GPT-6.1 Terra29.6
Muse Spark Open25.8
Muse Wonder25.1
Muse Spark 1.323.8
Gemini 3.8 Flash23.7
Step 5 Preview16.4
Claude Haiku 5.512.3
Qwen3.8 Max (0902)10.5
Qwen3.8 2.4T A95B7.8
Gemini 3.5 Flash-Lite6.9
GLM-5.36.0
Nemotron 3 Ultra 550B A55B3.4
Beam 1.0 501B A23B2.3
DeepSeek V4.1 Flash 10170.9
GLM-5.3 Flash0.7
Ling 3.1 Flash 1019-0.1
Inkling-1.5
Kimi K3-1.7
Command A+ (May 2026, BF16)-2.7
Nemotron 3.5 Super VL 120B A12B (precision unspecified)-2.9
MiMo-V2.6-Pro-4.5
K2 Horizon 375B A23B-5.0
MiniMax M3-5.5
DeepSeek V4 Pro 0813-6.4
Qwen3.8 27B-6.4
MiniMax M3.1 Flash-6.4
Mistral Large 4 Preview-7.5
GPT-6 Luna-8.3
GPT-5.6 Terra-9.3
Inkling-Small-9.5
MiMo-V2.6-Flash-10.8
Solar Mini 4-11.6
Qwen3.8-Flash-Next-12.2
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