# AA-AnalystAgent leaderboard

Agents work through folders of spreadsheets and documents to answer quantitative questions that business and data analysts face. The emphasis is on judgement and method. It spans 14 business and scientific domains and is not finance-specific.

## AA-AnalystAgent: pass^5 % (higher is better, 3 models)

| Rank | Model | Provider | Score | Metric | Setting | Reported by | Source | URL | Date |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | Gemini 3.7 Flash (High) | Google | 60 | pass^5 % | Stirrup harness | Official board | Artificial Analysis evaluation page | https://artificialanalysis.ai/evaluations/aa-analyst-agent | date not stated (checked 1 Nov 2026) |
| 2 | Claude Fable 5.1 (Max, Default Fallback) | Anthropic | 57.5 | pass^5 % | Stirrup harness | Official board | Artificial Analysis evaluation page | https://artificialanalysis.ai/evaluations/aa-analyst-agent | date not stated (checked 1 Nov 2026) |
| 2 | Claude Sonnet 5.5 (Max, Default Fallback) | Anthropic | 57.5 | pass^5 % | Stirrup harness | Official board | Artificial Analysis evaluation page | https://artificialanalysis.ai/evaluations/aa-analyst-agent | date not stated (checked 1 Nov 2026) |

Scores are never combined across benchmarks. Each row names its metric, source and date.

## About this benchmark

- Maker: Artificial Analysis (United States)
- Year: Not stated
- Use case: Financial spreadsheets and accounting
- Size: 80 questions
- Public split: none (only the example tasks shown on the page)
- Grading: Each question runs 5 times. Headline pass^5 is the share answered correctly in all 5 runs; pass@1 and pass@5 are also reported. How individual answers are judged is not stated on the page.
- Licence: Not stated
- Submission: Not stated
- Products allowed: Not stated
- What it does not cover: Not focused on finance: no filings research, markets or advice.
- Last checked: 1 Nov 2026
- Links: site https://artificialanalysis.ai/evaluations/aa-analyst-agent, leaderboard https://artificialanalysis.ai/evaluations/aa-analyst-agent
- Directory page: https://benchmarks.finance/benchmarks/aa-analyst-agent/
- Leaderboard: https://benchmarks.finance/leaderboards/aa-analyst-agent/

Source: https://benchmarks.finance/leaderboards/aa-analyst-agent/

Created and maintained by Moneda.