# Vals Router 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-router-index

Vals Router Index (Vals AI). Every model the catalog carries a published Vals Router Index value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Accuracy, cost per test and duration |
| Tasks | About 1,250 agentic tasks |
| Difficulty | Long tool-using agent work in finance, coding, law and tax |
| Published by | [Vals Router Index leaderboard and methodology](https://www.vals.ai/benchmarks/vals_router_index) |

Vals AI comparison of model routers with single models on long agentic work in finance, coding, law and tax, using the same agents, tasks and graders as the Vals Index.

## Vals Router Index ranking

No model in the catalog has a published Vals Router Index score. The benchmark is defined by Vals Router 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.