Benchmarks · knowledge
AA-Omniscience v1.1
AA-Omniscience v1.1 Index (-100..100): knowledge accuracy minus a hallucination penalty. v1.1 drops saturated and public questions, adds new ones and revises ambiguous ones; scores run about 2 points below v1.
31 models · 84 results · data as of 2026-11-03 · artificialanalysis.ai ↗
Leaderboard
Gemini 4 Carbon high
More from this benchmark
3 published measuresScore vs any published measure3 measures: sub-scores, splits, counts
Breakdown
darker is better within each column · click a column to sort| Model | |||
|---|---|---|---|
| Gemini 4 Carbon high | 6,236,419 | 70,218 | 35,629,296 |
| Opus 5.5 max | 515,923 | 195,322 | 27,793,033 |
| Fable 5.1 max | 516,515 | 186,054 | 19,329,356 |
| Gemini 4 Argon high | 411,694 | 103,091 | 2,547,401 |
| GPT-6 Astra high | 367,655 | 58,970 | 1,545,304 |
| GPT-6.1 Sol xhigh | 367,655 | 57,858 | 2,621,560 |
| Grok 4.7 xhigh | 2,377,216 | 15,341 | 13,359,778 |
| Sonnet 5.5 max | 516,038 | 216,035 | 45,227,159 |
| GPT-6.1 Terra max | 367,459 | 48,950 | 25,386,348 |
| Muse Spark 1.3 xhigh | 362,331 | 38,955 | 9,963,233 |
| Gemini 3.8 Flash medium | 358,836 | 31,303 | 2,921,304 |
| Haiku 5.5 max | 515,866 | 205,357 | 35,770,312 |
| Qwen 3.8 2.4T-A95B | 507,360 | 36,202 | 4,772,166 |
| Gemini 3.5 Flash-Lite high | 358,836 | 39,866 | 3,387,780 |
| GLM 5.3 max | 377,753 | 253,325 | 13,617,030 |
| Mistral Large 4 high | 390,859 | 148,964 | 9,142,902 |
| DeepSeek V4.1 Flash 1017 none | 352,268 | 181,621 | 0 |
| GLM 5.3 Flash max | 377,633 | 260,302 | 9,389,489 |
| Inkling xhigh | 388,655 | 67,392 | 13,217,779 |
| Kimi K3 low | 629,637 | 81,654 | 792,319 |
| MiMo V2.6 Pro | 372,336 | 266,425 | 18,706,032 |
| MiniMax M3 | 903,313 | 34,155 | 15,072,343 |
| Qwen 3.8 27B xhigh | 505,935 | 39,339 | 10,346,092 |
| GPT-6 Luna max | 367,655 | 53,154 | 13,935,873 |
| GPT-5.6 Terra max | 367,655 | 44,101 | 19,323,155 |
All results
84 rows| # | Model | Effort | AA-Omniscience v1.1 | Subscription $ / task | API $ / task |
|---|---|---|---|---|---|
| 1 | Gemini 4 Carbon | high | 53.5 | $0.088 | $0.25 |
| 2 | Opus 5.5 | max | 48.1 | $0.003 | $0.19 |
| 3 | Gemini 4 Carbon | medium | 46.8 | $0.009 | $0.025 |
| 4 | Fable 5.1 | max | 46.3 | $0.051 | $0.33 |
| 5 | Gemini 4 Argon | high | 46.1 | $0.006 | $0.018 |
| 6 | GPT-6 Astra | high | 44.6 | $0.001 | $0.028 |
| 7 | Fable 5.1 | xhigh | 44.3 | $0.014 | $0.091 |
| 8 | GPT-6 Astra | xhigh | 43.7 | $0.002 | $0.052 |
| 9 | Opus 5.5 | xhigh | 43.1 | $0.000 | $0.015 |
| 10 | GPT-6 Astra | max | 42.4 | $0.004 | $0.099 |
| 11 | Opus 5.5 | high | 42.4 | $0.000 | $0.009 |
| 12 | GPT-6.1 Sol | xhigh | 42.4 | $0.001 | $0.009 |
| 13 | GPT-6.1 Sol | max | 42.0 | $0.001 | $0.018 |
| 14 | GPT-6 Astra | medium | 41.4 | $0.000 | $0.011 |
| 15 | GPT-6.1 Sol | high | 41.0 | $0.000 | $0.005 |
| 16 | GPT-6 Astra | low | 40.3 | $0.000 | $0.007 |
| 17 | GPT-6.1 Sol | medium | 40.2 | $0.000 | $0.002 |
| 18 | Fable 5.1 | high | 39.9 | $0.004 | $0.023 |
| 19 | Opus 5.5 | medium | 39.8 | $0.000 | $0.008 |
| 20 | Gemini 4 Carbon | low | 39.2 | ||
| 21 | Opus 5.5 | low | 39.0 | $0.000 | $0.006 |
| 22 | GPT-6.1 Sol | low | 38.0 | $0.000 | $0.001 |
| 23 | Fable 5.1 | medium | 36.4 | $0.002 | $0.016 |
| 24 | Fable 5.1 | low | 33.9 | $0.001 | $0.008 |
| 25 | Grok 4.7 | xhigh | 31.2 | $0.003 | $0.028 |
| 26 | Sonnet 5.5 | max | 30.5 | $0.002 | $0.15 |
| 27 | Grok 4.7 | high | 30.0 | $0.002 | $0.022 |
| 28 | GPT-6.1 Terra | max | 29.6 | $0.043 | $0.043 |
| 29 | GPT-6.1 Terra | xhigh | 28.9 | $0.008 | $0.008 |
| 30 | GPT-6.1 Terra | high | 27.8 | $0.003 | $0.003 |