Artificial Analysis

AA-AnalystAgent

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.

Best reported

60

Gemini 3.7 Flash (High)Google

pass^5 %

Official board, date not stated

About this benchmark

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.

Results

3 models
Leaderboard

Each score shows who reported it: the benchmark's authors (quoted from their paper), the benchmark's official board, or Moneda (run with the benchmark's own grader and rules). We do not copy other aggregators.

AA-AnalystAgent

pass^5 %, higher is better. 3 models.

Updated date not stated

  1. Gemini 3.7 Flash (High)60
  2. Claude Fable 5.1 (Max, Default Fallback)57.5
  3. Claude Sonnet 5.5 (Max, Default Fallback)57.5

AA-AnalystAgent

pass^5 %, higher is better. 3 models.

Updated date not stated

  1. 1Gemini 3.7 Flash (High)60
  2. 2Claude Fable 5.1 (Max, Default Fallback)57.5
  3. 2Claude Sonnet 5.5 (Max, Default Fallback)57.5
AA-AnalystAgent leaderboard (pass^5 %, higher is better)
1Gemini 3.7 Flash (High)Google60Stirrup harnessArtificial Analysis evaluation page
Official board, date not stated
2Claude Fable 5.1 (Max, Default Fallback)Anthropic57.5Stirrup harnessArtificial Analysis evaluation page
Official board, date not stated
2Claude Sonnet 5.5 (Max, Default Fallback)Anthropic57.5Stirrup harnessArtificial Analysis evaluation page
Official board, date not stated

Last checked 1 Nov 2026. Something out of date or wrong? Send a correction.