# Vals Finance Index leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-vals-finance-index

Vals Finance Index v1. Every model the catalog carries a published Vals Finance Index value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | GDP-weighted accuracy across three benchmarks |
| Tasks | 3 finance benchmarks |
| Difficulty | Agentic analyst research, Excel financial modeling and corporate tax research |
| Published by | [Vals Finance Index leaderboard and methodology](https://www.vals.ai/benchmarks/finance_index) |

Vals AI composite of agentic finance work: analyst research on company filings, financial modeling in Excel and corporate tax research, weighted by each sub-sector's share of U.S. GDP.

## Vals Finance Index ranking

No model in the catalog has a published Vals Finance Index score. The benchmark is defined by Vals Finance Index leaderboard and methodology, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.