# HiL-Bench 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-scale-hil

Scale Labs HiL-Bench. Every model the catalog carries a published HiL-Bench value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Published Scale leaderboard score |
| Tasks | 28 published rows |
| Difficulty | External agent and model evaluation |
| Published by | [Scale Labs leaderboard](https://labs.scale.com/leaderboard/hil) |

A Scale Labs public leaderboard mirrored as display-only reference data. It does not affect BenchLM rankings.

## HiL-Bench ranking

No model in the catalog has a published HiL-Bench score. The benchmark is defined by Scale Labs leaderboard, 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.