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AA-Briefcase v1.1: Agentic Knowledge Work Benchmark
As of 29 Oct 2026 · 242 ranked rows · Original source ↗
Cost per Intelligence Index task uses Artificial Analysis profile values captured 29 Oct 2026, weighted across the Index evaluations. Workbook cost values mentioned in the source notes below are evaluation-specific.
AA Cost Chart Label is the displayed source value; Cost per Task (USD) is numeric. A bound such as <0.1¢ remains in the label while its numeric cell is blank; if both cells are blank, AA showed no plotted cost point for this model. GPT-6.1 Sol effort-variant rows use scores from Artificial Analysis model profiles captured 2026-09-30; insertion ranks are documented in docs/GPT-6.1-SOL-RANK-IMPACT.md. Values refreshed from the Artificial Analysis evaluation page captured 2026-10-29.
242 results
| 1 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 1811.82 | -11 / +12 | Sep 2026 | $10.02 |
| 2 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 1799.65 | -10 / +13 | Sep 2026 | $10.04 |
| 3 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 1759.71 | -10 / +11 | Sep 2026 | $6.05 |
| 4 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 1743.03 | -12 / +13 | Sep 2026 | $4.09 |
| 5 | Meta | Muse Wonder Full (Max) | 1729.32 | -10 / +10 | Oct 2026 | — |
| 6 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) | 1680.92 | -9 / +11 | Sep 2026 | $3.46 |
| 7 | Kimi | Kimi K3.1 Pro | 1677.79 | -10 / +10 | Oct 2026 | $3.68 |
| 8 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) | 1669.43 | -8 / +9 | Sep 2026 | $13.04 |
| 9 | Meta | Muse Wonder (Max) | 1658.65 | -10 / +10 | Oct 2026 | $6.95 |
| 10 | Anthropic | Claude Opus 5 (Max) | 1655.03 | -8 / +9 | Jul 2026 | — |
| 11 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 1649.8 | -7 / +9 | Sep 2026 | $10.89 |
| 12 | SpaceXAI | Grok 4.7 (Xhigh) | 1637.84 | -9 / +10 | Sep 2026 | $7.51 |
| 13 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback) | 1634.13 | -10 / +10 | Sep 2026 | $1.64 |
| 14 | SpaceXAI | Grok 4.7 (High) | 1628.78 | -9 / +10 | Sep 2026 | $6.18 |
| 15 | Anthropic | Claude Opus 5 (Xhigh) | 1628.52 | -7 / +8 | Jul 2026 | — |
| 16 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) | 1620.93 | -9 / +10 | Sep 2026 | $2.45 |
| 17 | Gemini 4 Carbon (High) | 1609.49 | -10 / +10 | Oct 2026 | $7.76 | |
| 18 | Alibaba | Qwen3.8 Max (0902) | 1607.7 | -9 / +9 | Sep 2026 | $10.02 |
| 19 | Meta | Muse Spark 1.3 (Max) | 1581.34 | -9 / +9 | Sep 2026 | $2.39 |
| 20 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) | 1576.53 | -7 / +8 | Sep 2026 | $7.56 |
| 21 | Anthropic | Claude Haiku 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 1575.37 | -10 / +11 | Oct 2026 | $0.41 |
| 22 | Alibaba | Qwen3.8-Flash-Next | 1574.05 | -8 / +9 | Aug 2026 | — |
| 23 | DeepSeek | DeepSeek V4.1 Flash 1017 (Max) | 1570.42 | -10 / +10 | Oct 2026 | $0.60 |
| 24 | OpenAI | GPT-6 Astra (Max) | 1568.14 | -9 / +9 | Sep 2026 | $6.24 |
| 25 | Anthropic | Claude Opus 5 (High) | 1556.99 | -7 / +8 | Jul 2026 | — |
| 26 | OpenAI | GPT-6.1 Sol (Max) | 1555.1 | -9 / +10 | Sep 2026 | $1.27 |
| 27 | OpenAI | GPT-6 Astra (Xhigh) | 1543.23 | -8 / +9 | Sep 2026 | $3.66 |
| 28 | SpaceXAI | Grok 4.6 (Xhigh) | 1541.14 | -7 / +8 | Aug 2026 | — |
| 29 | Anthropic | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) | 1535.38 | -7 / +8 | Jun 2026 | — |
| 30 | SpaceXAI | Grok 4.6 (High) | 1529.05 | -8 / +8 | Aug 2026 | — |
| 31 | Anthropic | Claude Haiku 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 1524.29 | -10 / +11 | Oct 2026 | $0.25 |
| 32 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) | 1523.97 | -8 / +8 | Sep 2026 | $5.58 |
| 33 | InclusionAI | Ling 3.1 Flash 1019 | 1520.99 | -10 / +12 | Oct 2026 | $3.19 |
| 34 | Xiaomi | MiMo-V2.6-Pro | 1510.67 | -9 / +11 | Sep 2026 | $0.26 |
| 35 | OpenAI | GPT-6 Astra (High) | 1504.07 | -8 / +9 | Sep 2026 | $3.24 |
| 36 | Z AI | GLM-5.3 (Max) | 1503.99 | -8 / +9 | Aug 2026 | $5.01 |
| 37 | OpenAI | GPT-6.1 Sol (Xhigh) | 1501.7 | -10 / +11 | Sep 2026 | $0.76 |
| 38 | Kimi | Kimi K3 (Max) | 1497.92 | -7 / +7 | Jul 2026 | — |
| 39 | SpaceXAI | Grok 4.7 (Low) | 1493.94 | -10 / +11 | Sep 2026 | $2.92 |
| 40 | Xiaomi | MiMo-V2.6-Flash | 1486.06 | -10 / +10 | Sep 2026 | $0.13 |
| 41 | Gemini 4 Argon (High) | 1483.28 | -10 / +11 | Sep 2026 | $7.68 | |
| 42 | Meta | Muse Spark 1.3 (Xhigh) | 1482.25 | -8 / +9 | Sep 2026 | — |
| 43 | SpaceXAI | Grok 4.6 (Medium) | 1479.17 | -7 / +8 | Aug 2026 | — |
| 44 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) | 1478.55 | -8 / +8 | Sep 2026 | $4.49 |
| 45 | OpenAI | GPT-5.6 Sol (Max) | 1478.22 | -8 / +8 | Jul 2026 | — |
| 46 | OpenAI | GPT-6 Sol (Max) | 1476.08 | -9 / +9 | Sep 2026 | — |
| 47 | MiniMax | MiniMax-M3.1-Flash | 1473.37 | -10 / +11 | Oct 2026 | $0.49 |
| 48 | OpenAI | GPT-6.1 Sol (High) | 1465.73 | -10 / +10 | Sep 2026 | $0.59 |
| 49 | OpenAI | GPT-6 Astra (Medium) | 1460.39 | -8 / +9 | Sep 2026 | $2.73 |
| 50 | Z AI | GLM-5.3-Flash | 1450.57 | -8 / +8 | Aug 2026 | — |