What it measures and how
The official CSV is embedded in a data script. Use Elo; Sonnet 4.6 judges wins. Style, repetition rate and rubric scores add no duplicate votes.
How this evidence is used
Counts toward ranking; the two writing benchmarks share 6% in total. More tasks or models do not increase their weight.
Benchmark results
Fixed rules select one representative configuration per public model. Anonymous test models are omitted. Original source ranks are retained, with up to 30 models per benchmark.
| Source rank | Source model name | Raw result | Representative configuration |
|---|---|---|---|
| 1 | gpt-6-astraOpenAI | 2,173.3 | Source default configuration |
| 2 | claude-fable-5-1Anthropic | 2,162 | Source default configuration |
| 3 | claude-opus-5Anthropic | 2,132.6 | Source default configuration |
| 4 | gpt-6-solOpenAI | 2,124.7 | Source default configuration |
| 5 | kimi-k3Moonshot AI | 2,082.3 | Source default configuration |
| 6 | GLM-5.3Z.ai | 2,075 | Source default configuration |
| 7 | claude-opus-5-5Anthropic | 2,050.1 | Source default configuration |
| 8 | grok-4.7xAI | 2,006.7 | Source default configuration |
| 9 | ox-alpha— | 1,971.7 | Source default configuration |
| 10 | gpt-5.6-solOpenAI | 1,971.6 | Source default configuration |
| 11 | claude-fable-5Anthropic | 1,943.1 | Source default configuration |
| 12 | aion-3.5aion-labs | 1,929.3 | Source default configuration |
| 13 | muse-spark-1.1Meta | 1,927.1 | Source default configuration |
| 14 | claude-opus-4-7Anthropic | 1,914.3 | Source default configuration |
| 15 | Altworld/Hemmingway-1— | 1,906.4 | Source default configuration |
| 16 | muse-spark-1.3Meta | 1,905.9 | Source default configuration |
| 17 | gpt-5.6-terraOpenAI | 1,854.9 | Source default configuration |
| 18 | gpt-5.5OpenAI | 1,843.9 | Source default configuration |
| 19 | Qwen/Qwen3.8-2.4T-A95BAlibaba | 1,842.5 | Source default configuration |
| 20 | muse-spark-1.2Meta | 1,840.4 | Source default configuration |
| 21 | claude-opus-4-8Anthropic | 1,839.8 | Source default configuration |
| 22 | gpt-5.4OpenAI | 1,839.7 | Source default configuration |
| 23 | gpt-5.6-lunaOpenAI | 1,828.7 | Source default configuration |
| 24 | claude-sonnet-4-6Anthropic | 1,810.4 | Source default configuration |
| 25 | claude-opus-4-6Anthropic | 1,809.1 | Source default configuration |
| 26 | meta-models/Muse-Glimmer-30BMeta | 1,798.3 | Source default configuration |
| 27 | claude-sonnet-5Anthropic | 1,794 | Source default configuration |
| 28 | space-bunny-alphastealth | 1,784.3 | Source default configuration |
| 29 | zai-org/GLM-5.2Z.ai | 1,756.5 | Source default configuration |
| 30 | gemini-3.8-flashGoogle | 1,747.9 | Source default configuration |
Limitations and attribution
Primarily English writing, judged by models. The same judge and related tasks share a budget. Results do not represent Chinese writing quality.
Data license: MIT · Metadata declaration in the EQ-bench-site README
Results are published by EQ-Bench. Raw scores and the e/acc consensus index use different scales and cannot be added directly.