AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
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.
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.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Qwen3-235B-A22B-Thinking-2507 | 0.883 | Not recorded | Not recorded | 2025-07-25 · model_announcement | LLM Stats |
| Qwen3-Next-80B-A3B-Instruct | 0.873 | Not recorded | Not recorded | 2025-09-10 · model_announcement | LLM Stats |
| Qwen3 VL 235B A22B Thinking | 0.867 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 32B Thinking | 0.862 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 235B A22B Instruct | 0.855 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 8B Thinking | 0.855 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 30B A3B Thinking | 0.852 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3-235B-A22B-Instruct-2507 | 0.852 | Not recorded | Not recorded | 2025-07-22 · model_announcement | LLM Stats |
| Qwen3-Next-80B-A3B-Thinking | 0.846 | Not recorded | Not recorded | 2025-09-10 · model_announcement | LLM Stats |
| Qwen3 VL 4B Thinking | 0.84 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 8B Instruct | 0.831 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 32B Instruct | 0.829 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 30B A3B Instruct | 0.826 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 4B Instruct | 0.825 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Kimi K2-Thinking-0905 | 0.738 | Not recorded | Not recorded | 2025-09-05 · model_announcement | LLM Stats |