# Finance Agent v2.1 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-finance-agent-v21

Vals Finance Agent v2.1. Every model the catalog carries a published Finance Agent v2.1 value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Dealbreaker-gated partial credit; all-pass reported separately |
| Tasks | 449 private test questions across nine analyst categories |
| Difficulty | Professional expert-task agent workflow |
| Published by | [Finance Agent v2.1](https://www.vals.ai/benchmarks/fabv2-1) |

Financial research with tools, revised questions and rubrics, a new judge jury, and stricter treatment of hedged answers.

## Finance Agent v2.1 ranking

No model in the catalog has a published Finance Agent v2.1 score. The benchmark is defined by Finance Agent v2.1, 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.