Artificial Analysis Decision Index
Decision models answer structured questions with a probability for each option. Four evaluations weighted equally cover classification, tool calling, knowledge with hallucination, and reasoning.
Components are AA-Omniscience-Decision, HLE-MultiChoice, When2Call and WildGuardTest. Different from the Hugging Face community Decision Index. Link only.
- Made by
- Artificial Analysis
- Released
- October 2026
- Kind
- Composite indices
- Level
- Everyday
- Scored
- Checked automatically
- Answers
- Prediction
- Tasks
- Kept private
No scores here yet
Artificial Analysis doesn’t allow reuse of its data, so we link to its board instead.
No lab model card reports it yet
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark.
More in Other
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Gemini 4 Carbon 59.0 - SAGE v1.1 (Vals) In use Models grade handwritten undergraduate math and computer science work against rubrics. Scored by class-balanced accuracy of each rubric check against expert grading. Claude Opus 5.5 91.3%
- MTEB Fading Massive Text Embedding Benchmark: retrieval, clustering, classification across languages and modalities.
sonar 42% - Anthropic ECI (AECI) Only in system cards Index that combines a basket of capability benchmarks into one capability score to track trends across Anthropic models. Claude Opus 5.5 169.4
- SPEED-Bench Only in system cards Measures speculative decoding across varied prompts and domains. Reports the average acceptance length of draft tokens, so higher means faster generation at the same output.
Nemotron 3 Ultra 5.15