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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.
The source places Analytical Quality and Presentation in one tab with separate graph indicators. Open each complete ranking below.
Elo from pairwise comparisons of analytical quality. This is a separate indicator within the source's shared Analytical Quality & Presentation Elo tab.
242 results
| 1 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 2135 | -23.22 / +25.42 | Sep 2026 | $10.04 |
| 2 | Meta | Muse Wonder Full (Max) | 2116 | -20.47 / +20.47 | Oct 2026 | — |
| 3 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 2104 | -20.79 / +22.96 | Sep 2026 | $10.02 |
| 4 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 2081 | -20.44 / +22.04 | Sep 2026 | $6.05 |
| 5 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 2009 | -20.66 / +22.06 | Sep 2026 | $4.09 |
| 6 | Kimi | Kimi K3.1 Pro | 1995 | -19.03 / +19.02 | Oct 2026 | $3.68 |
| 7 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) | 1970 | -18.39 / +21.54 | Sep 2026 | $3.46 |
| 8 | Meta | Muse Wonder (Max) | 1962 | -19.17 / +19.17 | Oct 2026 | $6.95 |
| 9 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) | 1958 | -15.03 / +17.32 | Sep 2026 | $13.04 |
| 10 | Alibaba | Qwen3.8 Max (0902) | 1944 | -17.06 / +17.7 | Sep 2026 | $10.02 |
| 11 | SpaceXAI | Grok 4.7 (Xhigh) | 1934 | -16.02 / +17.84 | Sep 2026 | $7.51 |
| 12 | SpaceXAI | Grok 4.7 (High) | 1916 | -15.54 / +16.69 | Sep 2026 | $6.18 |
| 13 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 1915 | -14.34 / +16.16 | Sep 2026 | $10.89 |
| 14 | Anthropic | Claude Opus 5 (Max) | 1903 | -15.51 / +15.35 | Jul 2026 | — |
| 15 | Anthropic | Claude Haiku 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 1897 | -21.19 / +21.08 | Oct 2026 | $0.41 |
| 16 | Anthropic | Claude Opus 5 (Xhigh) | 1893 | -13.5 / +15.67 | Jul 2026 | — |
| 17 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback) | 1872 | -18.07 / +20.5 | Sep 2026 | $1.64 |
| 18 | Alibaba | Qwen3.8-Flash-Next | 1863 | -15.2 / +16.01 | Aug 2026 | — |
| 19 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) | 1860 | -18.34 / +19.01 | Sep 2026 | $2.45 |
| 20 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) | 1826 | -14.29 / +15.75 | Sep 2026 | $7.56 |
| 21 | Anthropic | Claude Opus 5 (High) | 1801 | -13.24 / +14.86 | Jul 2026 | — |
| 22 | InclusionAI | Ling 3.1 Flash 1019 | 1796 | -18.72 / +21.46 | Oct 2026 | $3.19 |
| 23 | Anthropic | Claude Haiku 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 1795 | -20.32 / +19.43 | Oct 2026 | $0.25 |
| 24 | Xiaomi | MiMo-V2.6-Pro | 1790 | -17.07 / +19.44 | Sep 2026 | $0.26 |
| 25 | OpenAI | GPT-6.1 Sol (Max) | 1767 | -15.34 / +15.87 | Sep 2026 | $1.27 |
| 26 | DeepSeek | DeepSeek V4.1 Flash 1017 (Max) | 1766 | -18.32 / +18.33 | Oct 2026 | $0.60 |
| 27 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) | 1761 | -15.13 / +15.91 | Sep 2026 | $5.58 |
| 28 | Z AI | GLM-5.3 (Max) | 1760 | -15.52 / +16.63 | Aug 2026 | $5.01 |
| 29 | OpenAI | GPT-6 Astra (Max) | 1752 | -15.64 / +16.75 | Sep 2026 | $6.24 |
| 30 | SpaceXAI | Grok 4.7 (Low) | 1725 | -17.47 / +19.64 | Sep 2026 | $2.92 |
| 31 | OpenAI | GPT-6 Astra (Xhigh) | 1703 | -15.5 / +16.92 | Sep 2026 | $3.66 |
| 32 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) | 1702 | -14.2 / +15.51 | Sep 2026 | $4.49 |
| 33 | Meta | Muse Spark 1.3 (Max) | 1699 | -17.79 / +17.72 | Sep 2026 | $2.39 |
| 34 | OpenAI | GPT-6.1 Sol (Xhigh) | 1691 | -18.28 / +18.44 | Sep 2026 | $0.76 |
| 35 | Anthropic | Claude Haiku 5.5 (Adaptive Reasoning, High Effort, Default Fallback) | 1688 | -20.11 / +19.71 | Oct 2026 | $0.16 |
| 36 | OpenAI | GPT-6 Astra (High) | 1672 | -15.03 / +15.67 | Sep 2026 | $3.24 |
| 37 | Gemini 4 Carbon (High) | 1671 | -17.49 / +17.5 | Oct 2026 | $7.76 | |
| 38 | Anthropic | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) | 1655 | -13.3 / +13.16 | Jun 2026 | — |
| 39 | SpaceXAI | Grok 4.6 (Xhigh) | 1654 | -13.05 / +13.57 | Aug 2026 | — |
| 40 | Kimi | Kimi K3 (Max) | 1654 | -11.7 / +13.01 | Jul 2026 | — |
| 41 | Xiaomi | MiMo-V2.6-Flash | 1652 | -18.43 / +18.36 | Sep 2026 | $0.13 |
| 42 | OpenAI | GPT-6.1 Sol (High) | 1649 | -18.4 / +18.59 | Sep 2026 | $0.59 |
| 43 | SpaceXAI | Grok 4.6 (High) | 1649 | -13.71 / +14.53 | Aug 2026 | — |
| 44 | MiniMax | MiniMax-M3.1-Flash | 1647 | -19.32 / +20.52 | Oct 2026 | $0.49 |
| 45 | OpenAI | GPT-6 Astra (Medium) | 1641 | -16.95 / +16.33 | Sep 2026 | $2.73 |
| 46 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) | 1640 | -17.93 / +19.15 | Sep 2026 | $0.78 |
| 47 | Anthropic | Claude Opus 5 (Medium) | 1626 | -12.73 / +13.52 | Jul 2026 | — |
| 48 | Z AI | GLM-5.3-Flash | 1623 | -16.7 / +16.42 | Aug 2026 | — |
| 49 | DeepSeek | DeepSeek V4.1 Flash (Max) | 1614 | -14.07 / +15.27 | Sep 2026 | — |
| 50 | OpenAI | GPT-6 Sol (Max) | 1611 | -15.89 / +18.46 | Sep 2026 | — |