Atlas

Benchmarks

← All benchmarks

AA-Omniscience Health Non-Hallucination

Safety

AA-Omniscience's health-domain non-hallucination rate, as published in the Artificial Analysis Healthcare & Medical Index: how often a model avoids fabricating an answer when it does not answer correctly. Higher is better.

Benchmark source: Artificialanalysis

Top models (higher is better)

ModelScoreSource
Muse Wonder Full78.3Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Qwen3.8 27B76.6Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Muse Wonder75.7Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Step 5 Preview74.1Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Grok 4.772.4Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Muse Spark Open72.0Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
K2 Horizon 375B A23B69.5Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Qwen3.8 Max (0902)66.7Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Nemotron 3.5 Super VL 120B A12B (precision unspecified)63.7Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Ling 3.1 Flash 101961.1Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Beam 1.0 501B A23B55.3Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Claude Haiku 5.554.4Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
GLM-5.354.3Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Kimi K3.1 Pro52.9Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6.1 Terra43.5Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Claude Sonnet 5.542.3Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Gemini 3.8 Flash40.1Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
DeepSeek V4.1 Flash 101734.3Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
MiMo-V2.6-Pro30.8Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6 Astra29.6Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Inkling24.3Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6.1 Sol24.0Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6 Luna13.6Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
MiniMax M3.1 Flash5.1Artificial Analysis Healthcare & Medical Index (snapshot 2026-11-03) · Artificial Analysis
Loading Atlas data…