# PropensityBench 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-propensitybench

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

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Published Scale leaderboard score |
| Tasks | 14 published rows |
| Difficulty | External agent and model evaluation |
| Published by | [Scale Labs leaderboard](https://labs.scale.com/leaderboard/propensitybench) |

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

## PropensityBench ranking

No model in the catalog has a published PropensityBench 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.