AI factual accuracy benchmark: 94 models ranked on measured results
SimpleQA Verified: 1,000 short questions on politics, science, art, sports, places, music and more, each with one right answer. The score is the share answered correctly. Epoch AI runs it.
Run Claude Fable 5.2 up to 60% below list price. $25 a month brings $110 of API credit and cancels any time; $25 once buys $100. Results from tests Epoch AI runs, data of 12 November 2026, under CC BY 4.0. Prices from each maker’s pricing page, read on 12 November 2026.
- Models ranked
- 94
- Level with the leader
- 0
- On sale with AIGROW credit
- 9
- Data of
- 12 November 2026
Level: its interval overlaps the leader’s.
On SimpleQA Verified, run by Epoch AI, Claude Fable 5.2 from Anthropic leads 94 models with 94.0% of the questions answered correctly (data of 12 November 2026). No other model is statistically level with it. AIGROW API credit sells it at $3.20 / $16.00 instead of $8.00 / $40.00 per million input / output tokens.
Run models from this ranking below list price
AIGROW API credit runs these models through one key, billed per token at the rates below. $25 a month brings $110 of API credit and cancels any time; $25 once buys $100.
- No. 1Claude Fable 5.2Anthropic
List price $8.00 / $40.00$3.20 / $16.00with AIGROW API creditRun Claude Fable 5.2 up to 60% below list priceCertified genuine by AIGROW on 11 November 2026 - No. 3Gemini 4 ArgonGoogle
List price $2.00 / $10.00$1.00 / $5.00with AIGROW API creditRun Gemini 4 Argon up to 50% below list priceCertified genuine by AIGROW on 11 November 2026 - No. 4GPT-6 AstraOpenAI
List price $10.00 / $50.00$2.50 / $12.50with AIGROW API creditRun GPT-6 Astra up to 75% below list priceCertified genuine by AIGROW on 11 November 2026
US dollars per million input / output tokens. Certified genuine by AIGROW means the model passed AIGROW’s own check against the same model at its maker on 11 November 2026. No model maker reviewed or endorsed it.
AI factual accuracy benchmark
It tests recall of short facts, not long answers or sources, and the models are told to guess rather than say they do not know.
| # | Model | Score | Setting and run | LMArena factuality | Per 1M tokens, in / out |
|---|---|---|---|---|---|
| 1 | Claude Fable 5.2AnthropicRun Claude Fable 5.2 up to 60% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 92.5% to 95.5% | max, run 6 Nov 2026 | Not on the board | |
| 2 | Gemini 4 CarbonGoogle DeepMind | 95% interval 75.1% to 80.3% | high, run 2 Nov 2026 | 152195% interval 1513 to 1530 | $2.00 / $10.00 |
| 3 | Gemini 4 ArgonGoogle DeepMindRun Gemini 4 Argon up to 50% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 73.4% to 78.6%Its interval overlaps 1 model above it | high, run 13 Oct 2026 | 149895% interval 1493 to 1503 | |
| 4 | GPT-6 AstraOpenAIRun GPT-6 Astra up to 75% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 72.9% to 78.3%Its interval overlaps 2 models above it | max, run 30 Aug 2026 | 146695% interval 1461 to 1470 | |
| 5 | GPT-6.1 SolOpenAIRun GPT-6.1 Sol up to 75% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 71.2% to 76.6%Its interval overlaps 3 models above it | max, run 29 Sept 2026 | 146795% interval 1462 to 1473 | |
| 6 | Gemini 3.1 Pro (preview)Google DeepMind | 95% interval 70.8% to 76.2%Its interval overlaps 4 models above it | high, run 10 Aug 2026 | 147195% interval 1469 to 1474 | $2.00 / $12.00 |
| 7 | Claude Opus 5.5AnthropicRun Claude Opus 5.5 up to 60% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 69.4% to 75.0%Its interval overlaps 4 models above it | max, run 22 Sept 2026 | 150695% interval 1500 to 1511 | |
| 8 | Claude Fable 5.1AnthropicRun Claude Fable 5.1 up to 60% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 68.0% to 73.6%Its interval overlaps 5 models above it | max, run 1 Sept 2026 | 149995% interval 1494 to 1504 | |
| 9 | Claude Fable 5Anthropic | 95% interval 67.9% to 73.5%Its interval overlaps 6 models above it | xhigh, run 10 Aug 2026 | Not on the board | No list price |
| 10 | Gemini 3.8 FlashGoogle DeepMind | 95% interval 66.9% to 72.5%Its interval overlaps 5 models above it | high, run 2 Sept 2026 | 147195% interval 1467 to 1474 | $0.75 / $3.75 |
| 11 | GPT-5.6 SolOpenAI | 95% interval 66.9% to 72.5%Its interval overlaps 6 models above it | max, run 10 Aug 2026 | 147695% interval 1473 to 1479 | $4.00 / $20.00 |
| 12 | Gemini 3.7 FlashGoogle DeepMind | 95% interval 66.3% to 72.1%Its interval overlaps 7 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 13 | Gemini 3 FlashGoogle DeepMind | 95% interval 63.9% to 69.7%Its interval overlaps 6 models above it | high, run 27 Aug 2026 | Not on the board | $0.50 / $3.00 |
| 14 | Gemini 3.5 FlashGoogle DeepMind | 95% interval 63.3% to 69.1%Its interval overlaps 6 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 15 | Gemini 3.6 FlashGoogle DeepMind | 95% interval 63.3% to 69.1%Its interval overlaps 7 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 16 | GPT-5.5OpenAI | 95% interval 60.0% to 66.0%Its interval overlaps 3 models above it | xhigh, run 27 Aug 2026 | 148595% interval 1483 to 1488 | $5.00 / $30.00 |
| 17 | Kimi K3.1 ProMoonshot | 95% interval 59.2% to 65.2%Its interval overlaps 4 models above it | max, run 6 Nov 2026 | 147695% interval 1467 to 1485 | $2.00 / $10.00 |
| 18 | GPT-6 SolOpenAI | 95% interval 57.7% to 63.7%Its interval overlaps 4 models above it | max, run 22 Sept 2026 | 143995% interval 1434 to 1444 | $2.00 / $10.00 |
| 19 | Muse Spark 1.2Meta AI | 95% interval 57.3% to 63.3%Its interval overlaps 5 models above it | xhigh, run 27 Aug 2026 | Not on the board | No list price |
| 20 | Claude Opus 5Anthropic | 95% interval 56.9% to 62.9%Its interval overlaps 4 models above it | max, run 10 Aug 2026 | 148895% interval 1484 to 1491 | $5.00 / $25.00 |
| 21 | Muse Spark 1.1Meta AI | 95% interval 54.7% to 60.9%Its interval overlaps 5 models above it | Run 31 Aug 2026 | Not on the board | No list price |
| 22 | GPT-6.1 TerraOpenAIRun GPT-6.1 Terra up to 75% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 54.2% to 60.4%Its interval overlaps 6 models above it | max, run 26 Oct 2026 | Not on the board | |
| 23 | Muse Spark OpenMeta AI | 95% interval 53.5% to 59.7%Its interval overlaps 6 models above it | xhigh, run 15 Oct 2026 | Not on the board | No list price |
| 24 | Grok 4.7xAIRun Grok 4.7 up to 75% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 52.9% to 59.1%Its interval overlaps 6 models above it | xhigh, run 22 Sept 2026 | 143795% interval 1432 to 1441 | |
| 25 | Qwen3.7-MaxAlibaba | 95% interval 52.7% to 58.8%Its interval overlaps 7 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 26 | Claude Opus 4.8Anthropic | 95% interval 49.9% to 56.1%Its interval overlaps 5 models above it | max, run 27 Aug 2026 | Not on the board | No list price |
| 27 | DeepSeek V4 Pro 0813DeepSeek | 95% interval 49.8% to 56.0%Its interval overlaps 6 models above it | max, run 27 Aug 2026 | Not on the board | No list price |
| 28 | Qwen 3.6 Max (Preview)Alibaba | 95% interval 48.9% to 55.1%Its interval overlaps 7 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 29 | Claude Opus 4.7Anthropic | 95% interval 48.6% to 54.8%Its interval overlaps 8 models above it | xhigh, run 27 Aug 2026 | Not on the board | No list price |
| 30 | Kimi K3Moonshot | 95% interval 47.5% to 53.7%Its interval overlaps 7 models above it | max, run 27 Aug 2026 | 147195% interval 1467 to 1474 | $3.00 / $15.00 |
| 31 | GPT-5OpenAI | 95% interval 47.0% to 53.2%Its interval overlaps 7 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 32 | o3OpenAI | 95% interval 46.3% to 52.5%Its interval overlaps 6 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 33 | Grok 4.6xAI | 95% interval 46.2% to 52.4%Its interval overlaps 7 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 34 | Qwen3-MaxAlibaba | 95% interval 45.7% to 51.8%Its interval overlaps 8 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 35 | Grok 4.5xAI | 95% interval 45.2% to 51.4%Its interval overlaps 9 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 36 | GPT-5.1OpenAI | 95% interval 44.9% to 51.1%Its interval overlaps 10 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 37 | Qwen3.8 Max (0902)Alibaba | 95% interval 44.2% to 50.4%Its interval overlaps 11 models above it | xhigh, run 2 Sept 2026 | Not on the board | No list price |
| 38 | Claude Opus 4.6Anthropic | 95% interval 43.9% to 50.1%Its interval overlaps 12 models above it | max, run 27 Aug 2026 | Not on the board | No list price |
| 39 | DeepSeek V4 ProDeepSeek | 95% interval 43.9% to 50.1%Its interval overlaps 13 models above it | max, run 27 Aug 2026 | 145595% interval 1452 to 1458 | $1.32 / $3.96 |
| 40 | Claude Sonnet 5.5AnthropicRun Claude Sonnet 5.5 up to 60% below list priceCertified genuine by AIGROW on 11 November 2026 | 95% interval 43.4% to 49.6%Its interval overlaps 12 models above it | max, run 29 Sept 2026 | 147295% interval 1467 to 1478 | |
| 41 | GPT-5.4 ProOpenAI | 95% interval 43.2% to 49.4%Its interval overlaps 13 models above it | xhigh, run 27 Aug 2026 | Not on the board | No list price |
| 42 | Qwen3.8 MaxAlibaba | 95% interval 42.7% to 48.9%Its interval overlaps 13 models above it | xhigh, run 27 Aug 2026 | 147395% interval 1469 to 1477 | $2.00 / $6.00 |
| 43 | Claude Opus 4.5Anthropic | 95% interval 42.6% to 48.8%Its interval overlaps 14 models above it | 32K, run 27 Aug 2026 | Not on the board | No list price |
| 44 | GPT-5.4OpenAI | 95% interval 42.0% to 48.2%Its interval overlaps 14 models above it | xhigh, run 27 Aug 2026 | Not on the board | No list price |
| 45 | Doubao Seed 2.1 ProByteDance | 95% interval 41.6% to 47.8%Its interval overlaps 15 models above it | high, run 28 Oct 2026 | Not on the board | No list price |
| 46 | Qwen 3.6 PlusAlibaba | 95% interval 41.1% to 47.2%Its interval overlaps 15 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 47 | GPT-5.6 TerraOpenAI | 95% interval 40.1% to 46.3%Its interval overlaps 14 models above it | max, run 10 Aug 2026 | 146995% interval 1466 to 1473 | $2.00 / $12.00 |
| 48 | DeepSeek V4.1 FlashDeepSeek | 95% interval 39.8% to 46.0%Its interval overlaps 14 models above it | max, run 13 Oct 2026 | 146895% interval 1463 to 1473 | $0.30 / $1.20 |
| 49 | DeepSeek V4.1 Flash 1017DeepSeek | 95% interval 39.4% to 45.6%Its interval overlaps 14 models above it | max, run 19 Oct 2026 | Not on the board | No list price |
| 50 | Doubao Seed Evolving (Nov 2026)ByteDance | 95% interval 38.8% to 45.0%Its interval overlaps 14 models above it | high, run 2 Nov 2026 | Not on the board | No list price |
| 51 | GPT-6 LunaOpenAI | 95% interval 38.3% to 44.5%Its interval overlaps 14 models above it | max, run 22 Sept 2026 | 146795% interval 1464 to 1470 | $0.10 / $0.50 |
| 52 | o1OpenAI | 95% interval 38.0% to 44.2%Its interval overlaps 14 models above it | high, run 31 Aug 2026 | Not on the board | No list price |
| 53 | GLM-5.3Z.ai (Zhipu AI) | 95% interval 37.9% to 44.1%Its interval overlaps 15 models above it | max, run 28 Aug 2026 | 146895% interval 1464 to 1472 | $1.40 / $4.40 |
| 54 | GPT-5.6 LunaOpenAI | 95% interval 37.9% to 44.1%Its interval overlaps 16 models above it | max, run 10 Aug 2026 | 146095% interval 1457 to 1464 | $0.20 / $1.20 |
| 55 | Qwen3-235B-A22B-Thinking (Jul 2025)Alibaba | 95% interval 37.4% to 43.5%Its interval overlaps 15 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 56 | InklingThinking Machines | 95% interval 37.3% to 43.3%Its interval overlaps 15 models above it | xhigh, run 27 Aug 2026 | Not on the board | No list price |
| 57 | Doubao-Seed-2.0 ProByteDance | 95% interval 36.4% to 42.4%Its interval overlaps 13 models above it | high, run 28 Oct 2026 | Not on the board | No list price |
| 58 | GPT-5.2OpenAI | 95% interval 34.1% to 40.1%Its interval overlaps 10 models above it | xhigh, run 27 Aug 2026 | Not on the board | No list price |
| 59 | Kimi K2.7 CodeMoonshot | 95% interval 33.5% to 39.5%Its interval overlaps 10 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 60 | Claude Sonnet 4.6Anthropic | 95% interval 32.5% to 38.5%Its interval overlaps 9 models above it | high, run 10 Aug 2026 | Not on the board | $3.00 / $15.00 |
| 61 | Kimi K2.6Moonshot | 95% interval 31.9% to 37.9%Its interval overlaps 6 models above it | Run 10 Aug 2026 | 145695% interval 1452 to 1460 | $0.95 / $4.00 |
| 62 | Kimi K2.5Moonshot | 95% interval 31.4% to 37.2%Its interval overlaps 5 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 63 | GLM-5.2Z.ai (Zhipu AI) | 95% interval 31.3% to 37.1%Its interval overlaps 6 models above it | max, run 27 Aug 2026 | Not on the board | No list price |
| 64 | GLM-5.1Z.ai (Zhipu AI) | 95% interval 31.1% to 36.9%Its interval overlaps 7 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 65 | Claude Sonnet 5Anthropic | 95% interval 30.8% to 36.6%Its interval overlaps 8 models above it | max, run 27 Aug 2026 | 145295% interval 1448 to 1455 | $2.00 / $10.00 |
| 66 | DeepSeek V4 Flash 0731DeepSeek | 95% interval 30.7% to 36.6%Its interval overlaps 9 models above it | max, run 27 Aug 2026 | Not on the board | No list price |
| 67 | Grok 4.3 BetaxAI | 95% interval 30.3% to 36.1%Its interval overlaps 9 models above it | high, run 27 Aug 2026 | Not on the board | No list price |
| 68 | GLM-4.7Z.ai (Zhipu AI) | 95% interval 29.3% to 35.1%Its interval overlaps 10 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 69 | Doubao Seed 2.0 Lite (Apr 2026)ByteDance | 95% interval 28.6% to 34.4%Its interval overlaps 11 models above it | high, run 28 Oct 2026 | Not on the board | No list price |
| 70 | GPT-4.1OpenAI | 95% interval 28.2% to 34.0%Its interval overlaps 11 models above it | Run 31 Aug 2026 | Not on the board | No list price |
| 71 | Claude Sonnet 4.5Anthropic | 95% interval 27.8% to 33.6%Its interval overlaps 12 models above it | 59K, run 27 Aug 2026 | Not on the board | No list price |
| 72 | Grok 4.20xAI | 95% interval 27.4% to 33.0%Its interval overlaps 12 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 73 | Doubao Seed 2.1 TurboByteDance | 95% interval 26.9% to 32.5%Its interval overlaps 13 models above it | high, run 30 Oct 2026 | Not on the board | No list price |
| 74 | GPT-5.4 miniOpenAI | 95% interval 26.6% to 32.2%Its interval overlaps 13 models above it | high, run 27 Aug 2026 | 144795% interval 1444 to 1450 | $0.75 / $4.50 |
| 75 | GPT-4o (Aug 2024)OpenAI | 95% interval 23.3% to 28.7%Its interval overlaps 6 models above it | Run 31 Aug 2026 | Not on the board | No list price |
| 76 | Qwen 3.5 Plus (hosted 397B-A17B)Alibaba | 95% interval 22.6% to 28.1%Its interval overlaps 5 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 77 | Claude Haiku 5.5Anthropic | 95% interval 21.2% to 26.4%Its interval overlaps 2 models above it | max, run 9 Oct 2026 | 142295% interval 1416 to 1427 | $0.10 / $0.50 |
| 78 | Mistral Large 4Mistral AI | 95% interval 19.8% to 25.0%Its interval overlaps 3 models above it | high, run 2 Nov 2026 | 142395% interval 1415 to 1430 | $0.70 / $2.10 |
| 79 | GPT-5 miniOpenAI | 95% interval 19.1% to 24.1%Its interval overlaps 4 models above it | high, run 10 Aug 2026 | Not on the board | No list price |
| 80 | Qwen 3.5 Flash (hosted 35B-A3B)Alibaba | 95% interval 17.8% to 22.8%Its interval overlaps 4 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 81 | Mistral Large 4 PreviewMistral AI | 95% interval 17.5% to 22.5%Its interval overlaps 4 models above it | high, run 9 Oct 2026 | Not on the board | No list price |
| 82 | o4-miniOpenAI | 95% interval 17.1% to 22.1%Its interval overlaps 5 models above it | low, run 27 Aug 2026 | Not on the board | No list price |
| 83 | Inkling-SmallThinking Machines | 95% interval 16.7% to 21.5%Its interval overlaps 6 models above it | xhigh, run 27 Aug 2026 | Not on the board | No list price |
| 84 | Doubao-Seed-1.6ByteDance | 95% interval 15.0% to 19.8%Its interval overlaps 5 models above it | thinking, run 30 Oct 2026 | Not on the board | No list price |
| 85 | Qwen 3.6 FlashAlibaba | 95% interval 13.6% to 18.2%Its interval overlaps 5 models above it | Run 27 Aug 2026 | Not on the board | No list price |
| 86 | o3-miniOpenAI | 95% interval 13.1% to 17.5%Its interval overlaps 5 models above it | high, run 31 Aug 2026 | Not on the board | No list price |
| 87 | Claude Haiku 4.5Anthropic | 95% interval 11.1% to 15.3%Its interval overlaps 3 models above it | Run 10 Aug 2026 | Not on the board | $1.00 / $5.00 |
| 88 | GPT-4.1 miniOpenAI | 95% interval 10.6% to 14.8%Its interval overlaps 3 models above it | Run 31 Aug 2026 | Not on the board | No list price |
| 89 | Claude 3 OpusAnthropic | 95% interval 10.5% to 14.7%Its interval overlaps 4 models above it | Run 31 Aug 2026 | Not on the board | No list price |
| 90 | GPT-5.4 nanoOpenAI | 95% interval 9.7% to 13.7%Its interval overlaps 5 models above it | high, run 27 Aug 2026 | 141695% interval 1413 to 1419 | $0.20 / $1.25 |
| 91 | GPT-5 nanoOpenAI | 95% interval 9.7% to 13.7%Its interval overlaps 6 models above it | high, run 10 Aug 2026 | Not on the board | No list price |
| 92 | Gemma 4 31BGoogle DeepMind | 95% interval 8.5% to 12.3%Its interval overlaps 5 models above it | Run 27 Aug 2026 | 144995% interval 1442 to 1456 | No list price |
| 93 | GPT-4o miniOpenAI | 95% interval 6.6% to 10.0%Its interval overlaps 3 models above it | Run 31 Aug 2026 | Not on the board | No list price |
| 94 | GPT-4.1 nanoOpenAI | 95% interval 4.5% to 7.5%Its interval overlaps 1 model above it | Run 31 Aug 2026 | Not on the board | No list price |
How to read this ranking
What the scores measure, what they leave out, and where each number comes from.
- What it measures
- SimpleQA Verified: 1,000 short questions on politics, science, art, sports, places, music and more, each with one right answer. The score is the share answered correctly. Epoch AI runs it.
- What it leaves out
- It tests recall of short facts, not long answers or sources, and the models are told to guess rather than say they do not know.
- How to read the margin
- Each result carries a 95% interval, 1.96 standard errors either side as Epoch AI publishes them; an average combines the errors of its tests. Where two intervals overlap, the tests cannot say which model is better. Rows are still numbered by score, and a row says how many models above it overlap.
- Settings
- Under each result is the reasoning setting Epoch AI ran the model at, as it names it, and the day of the run. Where a model ran at several settings, the best result counts.
- The second column
- LMArena’s factuality board blends its blind votes with checks of the facts in each answer: claims are pulled from the answers and checked by search agents, and by default the checks weigh 25% of the score. It is shown beside the test, not used to rank.
- Not updated in over 120 days
- A result run more than 120 days before the newest data on these pages carries this mark, so an older result can be weighed as one.
- Prices
- The list price per million tokens from the maker’s own pricing page, read on 12 November 2026. It is a price per token, not per answer: a higher reasoning setting spends more tokens on the same question. Where AIGROW API credit sells a model, the list price is struck through and the price through the credit sits under it.
Source: Epoch AI, SimpleQA Verified (data of 12 November 2026), licensed under CC BY 4.0; LMArena, leaderboard dataset (revision 4217986c, published 9 November 2026), licensed under CC BY 4.0. We change no score: we add the prices and the links to our model pages.
What each of them costs to run
The price list works three everyday jobs on every model, and our own benchmark runs them on real business tasks to see which pass.
Data of 12 November 2026