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AA-Omniscience Hallucination Rate

Of the questions a model did not get right, the share it answered wrongly instead of abstaining (lower = admits uncertainty instead of making things up).

% solvedLower is betterCounts toward:Weights: Research & analysis ×0.8The test's websiteOfficial page ↗

The best 15 · 32 models tested

Top 15 · best setting per model · 32 models, 63 results (63 independent)

Measured by independent testersIndependent Reported by the makerVendor-reported

Lower is better here: the shortest bar is the best result.

AA-Omniscience Hallucination Rate leaderboard
Thinking levelSetting
1Gemini 4 ArgonGoogle (Gemini / DeepMind)15.1%HighGemini 4 Argon (High)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
2MiniMax M3MiniMax18.4%DefaultMiniMax-M3Independent testIndependentArtificial Analysis ↗—1 Oct 2026
3GLM-5.3-FlashZ.ai (Zhipu)27.6%DefaultGLM 5.3 FlashIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
4Qwen3.7 PlusQwen (Alibaba)27.7%DefaultQwen3.7 PlusIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
5Qwen3.8 Max (0902)Qwen (Alibaba)28.8%DefaultQwen3.8 Max (0902)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
6Grok 4.7SpaceXAI (formerly xAI)29.3%Extra highGrok 4.7 (Xhigh)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
7GLM-5.3Z.ai (Zhipu)29.6%MaxGLM-5.3 (Max)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
8Nemotron 3 UltraNVIDIA29.7%DefaultNemotron 3 Ultra 550B A55B (Reasoning)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
9Qwen3.8 27BQwen (Alibaba)30.3%Extra highQwen3.8 27B (Xhigh)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
10Muse Spark 1.3Meta (Meta Superintelligence Labs, Muse)31.5%Extra highMuse Spark 1.3 (Xhigh)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
11Qwen3.8 2.4T A95B (open weights)Qwen (Alibaba)39.2%DefaultQwen3.8 2.4T A95BIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
12MiMo-V2.6-ProXiaomi MiMo40.6%DefaultMiMo-V2.6-ProIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
13Step 5 PreviewStepFun43.0%DefaultStep 5 PreviewIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
14GPT-6 AstraOpenAI44.8%HighGPT-6 Astra (High)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
15Qwen3.8-Flash-NextQwen (Alibaba)45.3%DefaultQwen3.8-Flash-NextIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
16Claude Sonnet 5.5Anthropic47.0%MaxClaude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
17GPT-6.1 SolOpenAI49.4%HighGPT-6.1 Sol (High)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
18GPT-6 SolOpenAI50.7%LowGPT-6 Sol (Low)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
19Gemini 3.1 Pro (Preview)Google (Gemini / DeepMind)50.9%DefaultGemini 3.1 Pro PreviewIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
20Gemini 3.8 FlashGoogle (Gemini / DeepMind)51.9%MediumGemini 3.8 Flash (Medium)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
21Kimi K3Moonshot AI (Kimi)53.2%MaxKimi K3 (Max)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
22MiMo-V2.6-FlashXiaomi MiMo54.4%DefaultMiMo-V2.6-FlashIndependent testIndependentArtificial Analysis ↗—1 Oct 2026
23Claude Opus 5.5Anthropic58.6%MaxClaude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
24Claude Fable 5.1Anthropic65.6%LowClaude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
25InklingThinking Machines Lab67.7%Extra highInkling (Xhigh)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
26GPT-6 LunaOpenAI76.7%MaxGPT-6 Luna (Max)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
27Mistral Medium 3.5Mistral AI81.6%DefaultMistral Medium 3.5Independent testIndependentArtificial Analysis ↗—1 Oct 2026
28Muse Glimmer 30BMeta (Meta Superintelligence Labs, Muse)81.9%HighMuse Glimmer (High)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
29GPT-5.6 TerraOpenAI87.9%MaxGPT-5.6 Terra (Max)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
30DeepSeek V4 Flash Vision ExpDeepSeek91.5%MaxDeepSeek V4 Flash Vision (Max)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
31DeepSeek V4 Pro (0813)DeepSeek94.8%MaxDeepSeek V4 Pro 0813 (Max)Independent testIndependentArtificial Analysis ↗—1 Oct 2026
32DeepSeek V4.1 FlashDeepSeek96.5%MaxDeepSeek V4.1 Flash (Max)Independent testIndependentArtificial Analysis ↗—1 Oct 2026