Finance retrieval
FinRetrieval
Retrieve specific numeric values from a structured financial database versus web search.
As of 13 August 2026. Conditional pack. Daloopa FinRetrieval. Structured API versus web search stay separate.
FinRetrieval asks whether an agent retrieves a specific numeric value from a structured financial database. Web search and structured APIs are different treatments. Mixing them into one retrieval score hides the failure mode.
Recheck Daloopa terms before a commercial run. No cited public figure is installed until a frozen, rights-cleared replay exists.
- Scale
- 500 questions in the public Daloopa FinRetrieval release
- Provenance
- Daloopa FinRetrieval. Recheck Daloopa terms before a commercial run. Structured API versus web search stay separate.
- Contamination
- Moderate. Public agent traces. Recheck Daloopa terms before a commercial run.
- Cannot establish
- Answer correctness on a live research workflow, or a vendor moat.
Metrics, kept separate
- Retrieval accuracy
- Structured-API accuracy
- Web-search accuracy
- Tool-trace completeness
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
Tool access is the treatment. A model-family ranking that ignores the tool condition is refused here.
It does not score AlphaSense, it does not measure answer writing, and it does not establish a data moat. Absence of a chart is the honest state.
What this page does not conclude
- A commercial run before Daloopa terms are approved
- A research-product or vendor score
- Answer correctness after retrieval
- A model-family ranking that ignores the tool condition
Cited as calibration on these memos — not a score of those products.
Not attached to a software, advisory, or automation memo yet.