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AIMODELRACE
Business

Best agent for financial analysis & modelling

Reading filings, building models, scenario analysis and investment memos.

Leader

Narrow lead

Claude Fable 5.1

Index

93.5

Lead

+1.5

% ahead

1.6%

over GPT-6 Astra.

Full ranking

Task index, 0 to 100. Bars are scaled to the field, so small gaps look small.

  1. 1
    Claude Fable 5.1
    93.5

    Best memo quality and reasoning.

  2. 2
    GPT-6 Astra
    −1.592

    Excellent quantitative modelling.

  3. 3
    Claude Opus 5.5 (Excel / Sheets)
    −3.590

    Builds and edits real spreadsheets.

  4. 4
    Hebbia
    −7.586

    Document analysis for finance teams.

  5. 5
    Gemini 4 Argon
    −7.586

    Reads charts in filings well.

Key takeaways
  • 1Agents now build working spreadsheet models; audit the formulas.
  • 2Fable 5.1 and Astra lead on complex models.
  • 3Tie every assumption to a source.

Recommended setup

Frontier model with spreadsheet tools, filings uploaded as PDFs, and an explicit assumptions tab.

Prompts that work

Three-statement model

Build a three-statement model for {{company}} from these filings. Put all assumptions on one tab with sources. Include base, bull and bear scenarios and a sensitivity table for {{key_drivers}}. Check that the balance sheet balances.

More in business

Taxes & personal finance

GPT-6 Astra+0.8

Legal & contracts

Claude Opus 5.5+0.4

Customer support

Claude Sonnet 5.5+3.0

Sales & outreach

GPT-6.1 Sol+2.0

Spreadsheets & reporting

Claude Opus 5.5 (Excel)+5.0