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.
The share of binary rubric checks passed across AA-Briefcase tasks. Scores are refreshed from Artificial Analysis data captured 2026-10-29; 242 existing leaderboard configurations were matched by provider and model identity. 0 additional source models were not added.
242 results
| 1 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 65.15% | Sep 2026 | $10.02 |
| 2 | Gemini 4 Argon (High) | 64.63% | Sep 2026 | $7.68 | |
| 3 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 62.22% | Sep 2026 | $4.09 |
| 4 | Gemini 4 Carbon (High) | 61.82% | Oct 2026 | $7.76 | |
| 5 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) | 61.52% | Sep 2026 | $13.04 |
| 6 | Meta | Muse Wonder Full (Max) | 61.31% | Oct 2026 | — |
| 7 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 61.21% | Sep 2026 | $10.04 |
| 7 | Meta | Muse Wonder (Max) | 61.21% | Oct 2026 | $6.95 |
| 9 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 60.61% | Sep 2026 | $6.05 |
| 9 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 60.61% | Sep 2026 | $10.89 |
| 11 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback) | 60.2% | Sep 2026 | $1.64 |
| 12 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) | 58.89% | Sep 2026 | $3.46 |
| 13 | Meta | Muse Spark 1.3 (Max) | 58.69% | Sep 2026 | $2.39 |
| 14 | Anthropic | Claude Opus 5 (Xhigh) | 57.98% | Jul 2026 | — |
| 15 | Alibaba | Qwen3.8 Max (0902) | 57.96% | Sep 2026 | $10.02 |
| 16 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) | 57.17% | Sep 2026 | $7.56 |
| 16 | Anthropic | Claude Opus 5 (Max) | 57.17% | Jul 2026 | — |
| 18 | Anthropic | Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) | 56.97% | Sep 2026 | $2.45 |
| 19 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) | 56.06% | Sep 2026 | $5.58 |
| 20 | Anthropic | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) | 55.96% | Jun 2026 | — |
| 21 | OpenAI | GPT-6.1 Sol (Max) | 55.66% | Sep 2026 | $1.27 |
| 22 | Anthropic | Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) | 55.35% | Sep 2026 | $4.49 |
| 22 | SpaceXAI | Grok 4.7 (Xhigh) | 55.35% | Sep 2026 | $7.51 |
| 24 | SpaceXAI | Grok 4.7 (High) | 55.01% | Sep 2026 | $6.18 |
| 25 | Xiaomi | MiMo-V2.6-Pro | 54.75% | Sep 2026 | $0.26 |
| 26 | InclusionAI | Ling 3.1 Flash 1019 | 54.49% | Oct 2026 | $3.19 |
| 27 | Alibaba | Qwen3.8-Flash-Next | 54.1% | Aug 2026 | — |
| 28 | Anthropic | Claude Opus 5 (High) | 53.84% | Jul 2026 | — |
| 28 | SpaceXAI | Grok 4.6 (Xhigh) | 53.84% | Aug 2026 | — |
| 30 | SpaceXAI | Grok 4.6 (High) | 52.83% | Aug 2026 | — |
| 31 | SpaceXAI | Grok 4.6 (Medium) | 52.53% | Aug 2026 | — |
| 32 | Anthropic | Claude Haiku 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | 52.32% | Oct 2026 | $0.41 |
| 32 | OpenAI | GPT-6 Astra (Xhigh) | 52.32% | Sep 2026 | $3.66 |
| 34 | OpenAI | GPT-6 Astra (Max) | 52.02% | Sep 2026 | $6.24 |
| 35 | Xiaomi | MiMo-V2.6-Flash | 51.79% | Sep 2026 | $0.13 |
| 36 | OpenAI | GPT-6.1 Sol (Xhigh) | 51.62% | Sep 2026 | $0.76 |
| 36 | Meta | Muse Spark 1.3 (Xhigh) | 51.62% | Sep 2026 | — |
| 38 | Anthropic | Claude Haiku 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) | 51.41% | Oct 2026 | $0.25 |
| 39 | Z AI | GLM-5.3 (Max) | 51.35% | Aug 2026 | $5.01 |
| 40 | Kimi | Kimi K3 (Max) | 50.97% | Jul 2026 | — |
| 41 | Anthropic | Claude Sonnet 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) | 50.91% | Sep 2026 | $0.78 |
| 42 | OpenAI | GPT-6 Astra (High) | 50.81% | Sep 2026 | $3.24 |
| 43 | Kimi | Kimi K3.1 Pro | 50.4% | Oct 2026 | $3.68 |
| 44 | Alibaba | Qwen3.8 2.4T A95B | 50% | Aug 2026 | — |
| 45 | Alibaba | Qwen3.8 Max | 49.6% | Aug 2026 | — |
| 46 | SpaceXAI | Grok 4.7 (Low) | 49.29% | Sep 2026 | $2.92 |
| 47 | OpenAI | GPT-6.1 Sol (High) | 49.09% | Sep 2026 | $0.59 |
| 48 | Anthropic | Claude Opus 5 (Medium) | 48.48% | Jul 2026 | — |
| 49 | Alibaba | Qwen3.8 27B (Xhigh) | 47.8% | Aug 2026 | $3.53 |
| 49 | MiniMax | MiniMax-M3.1-Flash | 47.8% | Oct 2026 | $0.49 |