Benchmarks · composite
AA Intelligence Index v5.0
Artificial Analysis' composite intelligence score (v5.0), combining 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1.
27 models · 74 results · data as of 2026-11-03 · artificialanalysis.ai ↗
Leaderboard
Gemini 4 Carbon high
More from this benchmark
14 published measuresOutput tokens per task92 results · lower is better
Score vs any published measure13 measures: sub-scores, splits, counts
Breakdown
darker is better within each column · click a column to sort| Model | ||||||||
|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon high | 7.76 | 5.3 | 0.047 | 2.04 | 3.21 | 2.46 | 1.44 | 1.01 |
| Opus 5.5 max | 10.0 | 6.57 | 0.0357 | 4.74 | 1.8 | 3.47 | 2.41 | 1.06 |
| GPT-6 Astra max | 6.24 | 3.65 | 0.0815 | 2.17 | 1.39 | 2.6 | 1.79 | 0.811 |
| GPT-6.1 Sol max | 1.27 | 0.594 | 0.0163 | 0.252 | 0.326 | 0.678 | 0.492 | 0.186 |
| Sonnet 5.5 max | 10.0 | 7.17 | 0.0178 | 4.88 | 2.27 | 2.85 | 2.06 | 0.79 |
| GPT-6.1 Terra max | 0.961 | 0.662 | 0.00815 | 0.426 | 0.227 | 0.299 | 0.197 | 0.103 |
| Gemini 4 Argon high | 7.68 | 5.36 | 0.0245 | 2.07 | 3.26 | 2.33 | 1.37 | 0.961 |
| Fable 5.1 xhigh | 10.8 | 6.07 | 0.0875 | 3.06 | 2.92 | 4.78 | 2.75 | 2.03 |
| Muse Spark 1.3 max | 2.39 | 2 | 0.00792 | 1.71 | 0.277 | 0.387 | 0.232 | 0.156 |
| Haiku 5.5 max | 0.411 | 0.298 | 0.000888 | 0.233 | 0.0646 | 0.113 | 0.0864 | 0.0266 |
| Grok 4.7 xhigh | 7.77 | 7.14 | 0.0117 | 4.57 | 2.57 | 0.627 | 0.417 | 0.211 |
| DeepSeek V4.1 Flash 1017 max | 0.602 | 0.435 | 0.00115 | 0.178 | 0.256 | 0.167 | 0.109 | 0.058 |
| GLM 5.3 max | 5.01 | 4.49 | 0.00248 | 4.13 | 0.349 | 0.524 | 0.373 | 0.151 |
| Gemini 3.8 Flash high | 7.77 | 7.39 | 0.0031 | 0.364 | 7.03 | 0.371 | 0.225 | 0.146 |
| MiMo V2.6 Pro | 0.257 | 0.152 | 0.000828 | 0.0428 | 0.108 | 0.105 | 0.0751 | 0.0303 |
| GPT-6 Luna max | 0.152 | 0.114 | 0.000815 | 0.0896 | 0.0239 | 0.0376 | 0.0288 | 0.00887 |
| GLM 5.3 Flash max | 0.583 | 0.516 | 0.00121 | 0.476 | 0.0386 | 0.0671 | 0.0513 | 0.0158 |
| MiMo V2.6 Flash | 0.129 | 0.0916 | 0.000939 | 0.0484 | 0.0422 | 0.0369 | 0.0279 | 0.00899 |
| Mistral Large 4 high | 2.06 | 1.89 | 0.0045 | 0.782 | 1.1 | 0.172 | 0.114 | 0.0576 |
| Qwen 3.8 27B xhigh | 3.53 | 3.2 | 0.00317 | 1.18 | 2.02 | 0.329 | 0.217 | 0.112 |
| MiniMax M3 | 1.29 | 1.18 | 0.00222 | 0.951 | 0.222 | 0.11 | 0.0553 | 0.0545 |
| Kimi K3 low | 2.37 | 1.77 | 0.0235 | 0.99 | 0.76 | 0.595 | 0.407 | 0.188 |
| Inkling Small | 0.203 | 0.159 | 0.00125 | 0.129 | 0.0289 | 0.0441 | 0.0302 | 0.0139 |
| Inkling xhigh | 1.35 | 1.14 | 0.0047 | 0.974 | 0.165 | 0.208 | 0.137 | 0.0704 |
| Gemini 3.5 Flash-Lite high | 0.693 | 0.617 | 0.00133 | 0.0792 | 0.537 | 0.0758 | 0.0419 | 0.0338 |
All results
74 rows| # | Model | Effort | Score | Subscription $ / task | API $ / task | Output tokens |
|---|---|---|---|---|---|---|
| 1 | Gemini 4 Carbon | high | 59.4 | $2.76 | $7.76 | 123k |
| 2 | Opus 5.5 | max | 58.4 | $0.15 | $10 | 173k |
| 3 | Gemini 4 Carbon | medium | 57.7 | $2.35 | $6.59 | 103k |
| 4 | Opus 5.5 | xhigh | 57.0 | $0.092 | $6.05 | 103k |
| 5 | GPT-6 Astra | max | 56.9 | $0.27 | $6.24 | 52k |
| 6 | GPT-6 Astra | xhigh | 55.3 | $0.16 | $3.66 | 27k |
| 7 | GPT-6 Astra | high | 54.8 | $0.14 | $3.24 | 23k |
| 8 | GPT-6.1 Sol | max | 54.5 | $0.074 | $1.27 | 68k |
| 9 | Sonnet 5.5 | max | 54.2 | $0.15 | $10 | 285k |
| 10 | Gemini 4 Carbon | low | 53.7 | |||
| 11 | GPT-6.1 Sol | xhigh | 52.3 | $0.045 | $0.76 | 30k |
| 12 | Opus 5.5 | high | 51.7 | $0.052 | $3.46 | 60k |
| 13 | GPT-6 Astra | medium | 51.5 | $0.12 | $2.73 | 18k |
| 14 | GPT-6.1 Terra | max | 51.0 | $0.96 | $0.96 | 60k |
| 15 | Gemini 4 Argon | high | 50.4 | $2.74 | $7.68 | 116k |
| 16 | GPT-6.1 Sol | high | 50.2 | $0.034 | $0.59 | 23k |
| 17 | Fable 5.1 | xhigh | 49.7 | $1.69 | $11 | 97k |
| 18 | Sonnet 5.5 | xhigh | 49.6 | $0.062 | $4.09 | 122k |
| 19 | Fable 5.1 | max | 49.0 | $2.03 | $13 | 118k |
| 20 | Opus 5.5 | medium | 48.1 | $0.037 | $2.45 | 44k |
| 21 | Fable 5.1 | high | 47.0 | $1.18 | $7.54 | 66k |
| 22 | GPT-6.1 Sol | medium | 46.1 | $0.021 | $0.36 | 14k |
| 23 | GPT-6.1 Terra | xhigh | 45.0 | $0.40 | $0.40 | 26k |
| 24 | GPT-6 Astra | low | 43.0 | $0.061 | $1.42 | 9.1k |
| 25 | Fable 5.1 | medium | 43.0 | $0.87 | $5.56 | 49k |
| 26 | GPT-6.1 Terra | high | 42.3 | $0.26 | $0.26 | 17k |
| 27 | Sonnet 5.5 | high | 41.1 | $0.025 | $1.64 | 58k |
| 28 | Fable 5.1 | low | 38.5 | $0.70 | $4.47 | 38k |
| 29 | GPT-6.1 Terra | medium | 38.1 | $0.17 | $0.17 | 11k |
| 30 | Muse Spark 1.3 | max | 36.4 | $1.19 | $2.39 | 91k |