IntentGrasp - Customer Support: leaderboard

Metric: Instance F1 (%) on the Customer Support (CS) domain of the 12,909-item All Set, mean over option-order shuffles, zero-shot at temperature 0; higher is better. Source: arxiv.org. Saturation forecast: Around June 2027. 11 models tracked.

Top models

#ModelScore
1gemma-4-E4B-it25.51
2Llama 3.3 70B Instruct [4bit]19.98
3Qwen 3 8B19.96
4Qwen 3 4B19.74
5Gemma 4 E2B (IT)19.58
6OLMo 3 7B Instruct19.52
7Llama 3.1 8B Instruct13.79
8Llama 3.2 3B Instruct9.19

Interactive version: theaggregate.ai/benchmark?slug=intentgrasp-customer-support · How It Works · Data refreshed daily, snapshot 2026-10-07.