EComStage - Query Match: leaderboard
Metric: Task Score (%). Source: arxiv.org. 33 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 235B A22B | 98.81 |
| 2 | Gemini 2.5 Pro | 98.75 |
| 3 | Qwen 3 14B | 98.75 |
| 4 | Qwen 3 235B A22B Instruct | 98.75 |
| 5 | Qwen 2.5 72B Instruct | 98.7 |
| 6 | DeepSeek R1 | 98.7 |
| 7 | Qwen 2.5 32B Instruct | 98.5 |
| 8 | Claude Sonnet 4 | 98.44 |
| 9 | Qwen 3 32B | 98.44 |
| 10 | GPT-OSS-120B | 98.39 |
| 11 | Claude 3.7 | 98.39 |
| 12 | DeepSeek V3 | 98.34 |
| 13 | Llama 3.3 70B | 98.08 |
| 14 | dots.llm1.inst | 98.08 |
| 15 | Qwen 2.5 14B Instruct | 97.98 |
Interactive version: theaggregate.ai/benchmark?slug=ecomstage-query-match · How It Works · Data refreshed daily, snapshot 2026-09-19.