WritingBench

A comprehensive benchmark for evaluating large language models' generative writing capabilities across 6 core writing domains (Academic & Engineering, Finance & Business, Politics & Law, Literature & Art, Education, Advertising & Marketing) and 100 subdomains. Contains 1,239 queries with a query-dependent evaluation framework that dynamically generates 5 instance-specific assessment criteria for each writing task, using a fine-tuned critic model to score responses on style, format, and length dimensions.

15rows
scoreprimary metric
2026-05-06sampled

Metadata

Metrics

Score, Normalized Score

Latest Results

Rank Subject Score Model Match Provenance Sampled
1 Qwen3-235B-A22B-Thinking-2507 0.88 Qwen3 235B A22B Thinking 2507
qwen-qwen3-235b-a22b-thinking-2507
Self-reported 2026-05-06
2 Qwen3-Next-80B-A3B-Instruct 0.87 Qwen3 Next 80B A3B Instruct
qwen-qwen3-next-80b-a3b-instruct
Self-reported 2026-05-06
3 Qwen3 VL 235B A22B Thinking 0.87 Qwen3 VL 235B A22B Thinking
qwen-qwen3-vl-235b-a22b-thinking
Self-reported 2026-05-06
4 Qwen3 VL 32B Thinking 0.86 Self-reported 2026-05-06
5 Qwen3 VL 8B Thinking 0.85 Qwen3 VL 8B Thinking
qwen-qwen3-vl-8b-thinking
Self-reported 2026-05-06
5 Qwen3 VL 235B A22B Instruct 0.85 Qwen3 VL 235B A22B Instruct
qwen-qwen3-vl-235b-a22b-instruct
Self-reported 2026-05-06
7 Qwen3 VL 30B A3B Thinking 0.85 Qwen3 VL 30B A3B Thinking
qwen-qwen3-vl-30b-a3b-thinking
Self-reported 2026-05-06
7 Qwen3-235B-A22B-Instruct-2507 0.85 Qwen3 235B A22B Instruct 2507
qwen-qwen3-235b-a22b-2507
Self-reported 2026-05-06
9 Qwen3-Next-80B-A3B-Thinking 0.85 Qwen3 Next 80B A3B Thinking
qwen-qwen3-next-80b-a3b-thinking
Self-reported 2026-05-06
10 Qwen3 VL 4B Thinking 0.84 Self-reported 2026-05-06
11 Qwen3 VL 8B Instruct 0.83 Qwen3 VL 8B Instruct
qwen-qwen3-vl-8b-instruct
Self-reported 2026-05-06
12 Qwen3 VL 32B Instruct 0.83 Qwen3 VL 32B Instruct
qwen-qwen3-vl-32b-instruct
Self-reported 2026-05-06
13 Qwen3 VL 30B A3B Instruct 0.83 Qwen3 VL 30B A3B Instruct
qwen-qwen3-vl-30b-a3b-instruct
Self-reported 2026-05-06
14 Qwen3 VL 4B Instruct 0.82 Self-reported 2026-05-06
15 Kimi K2-Thinking-0905 0.74 KIMI MoonshotAI: Kimi K2 Thinking
moonshotai-kimi-k2-thinking
Self-reported 2026-05-06