# WritingBench 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-writing-bench

Every model the catalog carries a published WritingBench value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Judge score, 0-100 points |
| Tasks | 1,000 queries |
| Difficulty | — |
| Published by | [WritingBench: A Comprehensive Benchmark for Generative Writing](https://arxiv.org/abs/2503.05244) |

WritingBench evaluates generative writing across six domains. This dated benchmark-owner table contains 54 source model rows, with overall and domain scores on the native 0-100 scale.

## WritingBench ranking

No model in the catalog has a published WritingBench score. The benchmark is defined by WritingBench: A Comprehensive Benchmark for Generative Writing, 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.