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Benchmarks/eqbench-creative-writing

EQ-Bench Creative Writing v3

2026-10-12 · Docs and copy

What it measures
Creative writing on prompts: character and insight, interest and originality, prose quality, plot and character coherence, following the brief, world and atmosphere, plus avoiding cliches, show-off vocab, and metaphor overload.
How
EQ-Bench Creative Writing v3. Thirty-two writing prompts × 3 iterations (96 items), temp 0.7, min_p 0.1. Claude 4 Sonnet grades a rubric absolute score; Claude Sonnet 4.6 then runs pairwise matchups against neighbors (Glicko, with + margins) for relative Elo. Pairwise inputs are truncated to 4000 characters and judged both ways for position bias.
What the score means
The leaderboard metric is normalized Elo (higher is better). Relative ratings drift when models are added, so scores are anchored to DeepSeek-R1 = 1500 and ministral-3b = 200. Composite treats it as an arena board: twice the expected win rate vs the leader (leader = 100). Rubric, Slop, Repetition, and Length stay source-side auxiliaries and do not enter this site's composite.
Caveats
An LLM judge has self-preference and taste bias; the authors say this is not a roleplay eval and does not match your taste. English only. Source 🆕 marks newly added models, not this site's preliminary half-weight flag.
Updates
Source https://eqbench.com/creative_writing.html ; methodology https://eqbench.com/about.html#creative-writing-v3 ; harness https://github.com/EQ-bench/creative-writing-bench . This page fetched all 140 rows on 2026-10-12 from the CSV embedded in creative_writing.js (v=1.0.91), ordered by Elo descending.

Full board

140

#ModelScore
1gpt-6-astra2173.3
2claude-fable-5-12162.0
3claude-opus-52132.6
4gpt-6-sol2124.7
5kimi-k32082.3
6GLM-5.32075.0
7claude-opus-5-52050.1
8grok-4.72006.7
9?ox-alpha1971.7
10gpt-5.6-sol1971.6
11claude-fable-51943.1
12?aion-3.51929.3
13muse-spark-1.11927.1
14?claude-opus-4-71914.3
15?Hemmingway-11906.4
16muse-spark-1.31905.9
17gpt-5.6-terra1854.9
18gpt-5.51843.9
19?Qwen3.8-2.4T-A95B1842.5
20muse-spark-1.21840.4

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