GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

Benchmark Model Rank Results
code-generation-on-livecodebench-v6GlimpRouter (Qwen3-4B SLM + DeepSeek-R1-Distill-Qwen-32B LLM)#56Pass@1: 43.57
mathematical-reasoning-on-aime24GlimpRouter (Qwen3-4B SLM + DeepSeek-R1-Distill-Qwen-32B LLM)#78Acc: 51.67
mathematical-reasoning-on-aime-2025GlimpRouter (Qwen3-4B SLM + DeepSeek-R1-Distill-Qwen-32B LLM)#99Accuracy: 39.17