Finance reasoning
FinanceQA
Derive ratios and performance metrics from annual reports and statements rather than quote a stated figure.
As of 13 August 2026. Conditional pack. Gated Hugging Face FinanceQA. No cited public figure is installed.
FinanceQA asks whether a model can derive ratios and performance metrics from annual reports rather than quote a stated figure. That is a different skill from TAT-QA span-plus-arithmetic and from Financial QA 10K narrative lookup.
Gated terms must be accepted before download. No official Fable 5 or GPT-5.6 table is cited. No figure is installed until a frozen, rights-cleared replay exists.
- Scale
- About 4,000 entries. Gated on Hugging Face.
- Provenance
- Hosted mirrors include AfterQuery/FinanceQA and related Hugging Face cards. Gated terms; accept before download.
- Contamination
- High. Public gated mirrors. Recheck terms before a run.
- Cannot establish
- A research-product score, or commercial use before gated terms are accepted.
Metrics, kept separate
- Answer accuracy
- Ratio derivation correctness
- Context use
No cited public figure is installed for this pack. Method, scale, and gates still apply. A missing chart is not a pass rate.
What the figures bound
The pack is in the catalog because the market uses it as a ratio-derivation diagnostic. Absence of a chart is the honest state.
Do not treat a gated 10-K QA mirror as AlphaSense.
What this page does not conclude
- A commercial run before gated terms are accepted
- GPT-5.6 or Fable 5 on this pack
- A research-product score
- Substitution of an analyst process
Cited as calibration on these memos — not a score of those products.
Not attached to a software, advisory, or automation memo yet.