# HLE (Mercor) 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-mercor-hle

HLE — Mercor evaluation. Every model the catalog carries a published HLE (Mercor) value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Pass@1 |
| Tasks | 2,158 source-reported tasks |
| Difficulty | Source-specific evaluation |
| Published by | [HLE evaluation results](https://www.mercor.com/apex/oss-benchmarks/oss-hle-leaderboard/) |

Answering difficult academic questions across many subjects. This table shows Mercor-run configurations for reference and is excluded from model rankings.

## HLE (Mercor) ranking

No model in the catalog has a published HLE (Mercor) score. The benchmark is defined by HLE evaluation results, 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.