EComStage - Query Rewrite: leaderboard

Metric: Task Score (%). Source: arxiv.org. 33 models tracked.

Top models

#ModelScore
1DeepSeek V382.49
2Claude 3.781.99
3Claude Sonnet 481.81
4Gemini 2.5 Pro81.42
5Qwen 3 235B A22B Instruct81.04
6InternVL3-14B80.82
7GPT-4o80.7
8glm-4-9B80.39
9Qwen 2.5 72B Instruct80.28
10Llama 3.3 70B80.26
11Qwen 3 4B Instruct79.97
12Qwen 2.5 32B Instruct79.74
13dots.llm1.inst79.61
14DeepSeek R179.52
15Qwen 3 32B79.37

Interactive version: theaggregate.ai/benchmark?slug=ecomstage-query-rewrite · How It Works · Data refreshed daily, snapshot 2026-09-19.