AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

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.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 15

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Qwen3-235B-A22B-Thinking-25070.883Not recordedNot recorded2025-07-25 · model_announcementLLM Stats
Qwen3-Next-80B-A3B-Instruct0.873Not recordedNot recorded2025-09-10 · model_announcementLLM Stats
Qwen3 VL 235B A22B Thinking0.867Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Thinking0.862Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 235B A22B Instruct0.855Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Thinking0.855Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 30B A3B Thinking0.852Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3-235B-A22B-Instruct-25070.852Not recordedNot recorded2025-07-22 · model_announcementLLM Stats
Qwen3-Next-80B-A3B-Thinking0.846Not recordedNot recorded2025-09-10 · model_announcementLLM Stats
Qwen3 VL 4B Thinking0.84Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Instruct0.831Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Instruct0.829Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 30B A3B Instruct0.826Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 4B Instruct0.825Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Kimi K2-Thinking-09050.738Not recordedNot recorded2025-09-05 · model_announcementLLM Stats