Best AI for research and checking facts: all 43 ranked models
Ordered by short factual questions. Score shown: how many short factual questions it answered correctly. Higher is better, and neighbouring models are often too close to separate: check the range before reading much into a one-place gap.
This is one test, not a recommendation. Our pick for research a question also looks at graduate-level science questions and everyday chat votes, and flags close calls. See the options worth considering.
| # | Model | Position | Score | Rating | Source |
|---|---|---|---|---|---|
| 1 | Gemini 4 Argon Best-supported choiceGoogle DeepMind | Ranked 1st of 43 | 76.0%standard error ±1.4 points | Top tier | Source for Gemini 4 Argon research a question score (epoch) |
| 2 | GPT-6 AstraOpenAI | Ranked 2nd of 43 | 75.6%standard error ±1.4 points | Top tier | Source for GPT-6 Astra research a question score (epoch) |
| 3 | GPT-6.1 Sol Good-enough alternativeOpenAI | Ranked 3rd of 43 | 73.9%standard error ±1.4 points | Top tier | Source for GPT-6.1 Sol research a question score (epoch) |
| 4 | Claude Opus 5.5 Good-enough alternativeAnthropic | Ranked 4th of 43 | 72.2%standard error ±1.4 points | Top tier | Source for Claude Opus 5.5 research a question score (epoch) |
| 5 | Claude Fable 5.1Anthropic | Ranked 5th of 43 | 70.8%standard error ±1.4 points | Top tier | Source for Claude Fable 5.1 research a question score (epoch) |
| 6 | Claude Fable 5Anthropic | Ranked 6th of 43 | 70.7%standard error ±1.4 points | Top tier | Source for Claude Fable 5 research a question score (epoch) |
| 7 | Gemini 3.8 FlashGoogle DeepMind | Ranked 7th of 43 | 69.7%standard error ±1.5 points | Top tier | Source for Gemini 3.8 Flash research a question score (epoch) |
| 7 | GPT-5.6 SolOpenAI | Ranked 7th of 43 | 69.7%standard error ±1.5 points | Top tier | Source for GPT-5.6 Sol research a question score (epoch) |
| 9 | Gemini 3.7 FlashGoogle DeepMind | Ranked 9th of 43 | 69.2%standard error ±1.5 points | Top tier | Source for Gemini 3.7 Flash research a question score (epoch) |
| 10 | Gemini 3.5 FlashGoogle DeepMind | Ranked 10th of 43 | 66.2%standard error ±1.5 points | Top tier | Source for Gemini 3.5 Flash research a question score (epoch) |
| 10 | Gemini 3.6 FlashGoogle DeepMind | Ranked 10th of 43 | 66.2%standard error ±1.5 points | Top tier | Source for Gemini 3.6 Flash research a question score (epoch) |
| 12 | GPT-5.5OpenAI | Ranked 12th of 43 | 63.0%standard error ±1.5 points | Strong | Source for GPT-5.5 research a question score (epoch) |
| 13 | GPT-6 SolOpenAI | Ranked 13th of 43 | 60.7%standard error ±1.5 points | Strong | Source for GPT-6 Sol research a question score (epoch) |
| 14 | Muse Spark 1.2Meta | Ranked 14th of 43 | 60.3%standard error ±1.6 points | Strong | Source for Muse Spark 1.2 research a question score (epoch) |
| 15 | Claude Opus 5Anthropic | Ranked 15th of 43 | 59.9%standard error ±1.6 points | Strong | Source for Claude Opus 5 research a question score (epoch) |
Show the other 28 ranked models
| # | Model | Position | Score | Rating | Source |
|---|---|---|---|---|---|
| 16 | Muse Spark 1.1Meta | Ranked 16th of 43 | 57.8%standard error ±1.6 points | Strong | Source for Muse Spark 1.1 research a question score (epoch) |
| 17 | Grok 4.7xAI | Ranked 17th of 43 | 56.0%standard error ±1.6 points | Strong | Source for Grok 4.7 research a question score (epoch) |
| 18 | Claude Opus 4.8Anthropic | Ranked 18th of 43 | 53.0%standard error ±1.6 points | Strong | Source for Claude Opus 4.8 research a question score (epoch) |
| 19 | DeepSeek-V4-Pro (High, 20260813) Best open-weights option Open weightsDeepSeek | Ranked 19th of 43 | 52.9%standard error ±1.6 points | Strong | Source for DeepSeek-V4-Pro (High, 20260813) research a question score (epoch) |
| 20 | Qwen3.6-Max-PreviewAlibaba | Ranked 20th of 43 | 52.0%standard error ±1.6 points | Strong | Source for Qwen3.6-Max-Preview research a question score (epoch) |
| 21 | Claude Opus 4.7Anthropic | Ranked 21st of 43 | 51.7%standard error ±1.6 points | Strong | Source for Claude Opus 4.7 research a question score (epoch) |
| 22 | Kimi K3 Open weightsMoonshot | Ranked 22nd of 43 | 50.6%standard error ±1.6 points | Strong | Source for Kimi K3 research a question score (epoch) |
| 23 | Grok 4.6xAI | Ranked 23rd of 43 | 48.9%standard error ±1.6 points | Middle | Source for Grok 4.6 research a question score (epoch) |
| 24 | Grok 4.5xAI | Ranked 24th of 43 | 48.3%standard error ±1.6 points | Middle | Source for Grok 4.5 research a question score (epoch) |
| 25 | Claude Opus 4.6Anthropic | Ranked 25th of 43 | 47.0%standard error ±1.6 points | Middle | Source for Claude Opus 4.6 research a question score (epoch) |
| 26 | DeepSeek-V4-Pro Open weightsDeepSeek | Ranked 26th of 43 | 47.0%standard error ±1.6 points | Middle | Source for DeepSeek-V4-Pro research a question score (epoch) |
| 27 | Claude Sonnet 5.5Anthropic | Ranked 27th of 43 | 46.5%standard error ±1.6 points | Middle | Source for Claude Sonnet 5.5 research a question score (epoch) |
| 28 | Qwen3.8-MaxAlibaba | Ranked 28th of 43 | 45.8%standard error ±1.6 points | Middle | Source for Qwen3.8-Max research a question score (epoch) |
| 29 | Qwen3.6-PlusAlibaba | Ranked 29th of 43 | 44.1%standard error ±1.6 points | Middle | Source for Qwen3.6-Plus research a question score (epoch) |
| 30 | GPT-5.6 TerraOpenAI | Ranked 30th of 43 | 43.2%standard error ±1.6 points | Middle | Source for GPT-5.6 Terra research a question score (epoch) |
| 31 | GPT-6 LunaOpenAI | Ranked 31st of 43 | 41.4%standard error ±1.6 points | Middle | Source for GPT-6 Luna research a question score (epoch) |
| 32 | GLM-5.3 Open weightsZ.ai (Zhipu AI) | Ranked 32nd of 43 | 41.0%standard error ±1.6 points | Middle | Source for GLM-5.3 research a question score (epoch) |
| 32 | GPT-5.6 LunaOpenAI | Ranked 32nd of 43 | 41.0%standard error ±1.6 points | Middle | Source for GPT-5.6 Luna research a question score (epoch) |
| 34 | Kimi K2.6 Open weightsMoonshot | Ranked 34th of 43 | 34.9%standard error ±1.5 points | Behind the leaders | Source for Kimi K2.6 research a question score (epoch) |
| 35 | Kimi K2.5 Open weightsMoonshot | Ranked 35th of 43 | 34.3%standard error ±1.5 points | Behind the leaders | Source for Kimi K2.5 research a question score (epoch) |
| 36 | GLM-5.2 Open weightsZ.ai (Zhipu AI) | Ranked 36th of 43 | 34.2%standard error ±1.5 points | Behind the leaders | Source for GLM-5.2 research a question score (epoch) |
| 37 | GLM-5.1 Open weightsZ.ai (Zhipu AI) | Ranked 37th of 43 | 34.0%standard error ±1.5 points | Behind the leaders | Source for GLM-5.1 research a question score (epoch) |
| 38 | Claude Sonnet 5Anthropic | Ranked 38th of 43 | 33.7%standard error ±1.5 points | Behind the leaders | Source for Claude Sonnet 5 research a question score (epoch) |
| 39 | Claude Sonnet 4.6Anthropic | Ranked 39th of 43 | 32.8%standard error ±1.5 points | Behind the leaders | Source for Claude Sonnet 4.6 research a question score (epoch) |
| 40 | GLM-4.7 Open weightsZ.ai (Zhipu AI) | Ranked 40th of 43 | 32.2%standard error ±1.5 points | Behind the leaders | Source for GLM-4.7 research a question score (epoch) |
| 41 | Claude Haiku 5.5Anthropic | Ranked 41st of 43 | 23.8%standard error ±1.3 points | Behind the leaders | Source for Claude Haiku 5.5 research a question score (epoch) |
| 42 | Mistral Large 4Mistral AI | Ranked 42nd of 43 | 20.0%standard error ±1.3 points | Behind the leaders | Source for Mistral Large 4 research a question score (epoch) |
| 43 | Inkling-Small Open weightsThinking Machines | Ranked 43rd of 43 | 19.1%standard error ±1.2 points | Behind the leaders | Source for Inkling-Small research a question score (epoch) |
No result for this test
Not enough data for short factual questions: amazon-nova-experimental-chat (26-02-10), Claude Opus 4.5 (20251101), DeepSeek-V4-Pro Preview, DeepSeek-V4.1-Flash-20260910, Dola Seed 2.0 Pro, ERNIE 5.0 (0110), ERNIE 5.1, Gemini 2.5 Pro, Gemini 3 Flash, Gemini 3 Pro, Gemini 3.1 Pro Preview, Gemini 3.5 Flash-Lite, Gemma 4 31B, GLM-5, GLM-5.3-Flash, GPT-5.1, GPT-5.4, GPT-5.5 Instant, Grok 4.20 Beta (Reasoning, 0309), Grok 4.20 Beta 1, Grok 4.20 Multi-Agent Beta (0309), Grok 4.3, MiMo-V2.5-Pro, MiMo-V2.6-Flash, MiMo-V2.6-Pro, Muse Spark, Muse Spark 1.3, Muse Wonder, NVIDIA-Nemotron-3-Ultra-550B-A55B (NVFP4), Qwen3.5-397B-A17B, Qwen3.5-Flash, Qwen3.5-Max-Preview, Qwen3.7-Max-Preview and Qwen3.7-Plus. That is a gap in the evidence, not a low score.
Test: SimpleQA Verified. Source: epoch. Data last changed 29 Oct 2026. How we test.
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