Response Similarity on ShareGPT
96.4Response SimilaritySOMA
Evaluation Results
| Method | Links | |
|---|---|---|
| SOMAModel Family=LLaMA2026.05 | 96.4 | |
| RouteLLMModel Family=LLaMA2026.05 | 95.3 | |
| History-FTModel Family=LLaMA2026.05 | 93.4 | |
| History-PrefixModel Family=LLaMA2026.05 | 86.1 | |
| LLMLingua-2Model Family=LLaMA2026.05 | 84.6 | |
| SOMAOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 81 | |
| RouteLLMOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 79.6 | |
| SurrogateModel Family=LLaMA2026.05 | 79.2 | |
| History-FTOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 76.4 | |
| History-PrefixOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 70.5 | |
| LLMLingua-2Original Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 68.9 | |
| SurrogateOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 50.9 |