Latency Amplification Analysis on RepetitionCurse and normal prompts (test)
2.452TTFT (Attack)Llama-3-8B-Instruct
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Llama-3-8B-InstructArchitecture=Dense Models2025.12 | 2.452 | 1.952 | 1.16 | |
| Llama-4-Scout-17B-16EArchitecture=MoE Models2025.12 | 3.866 | 2.002 | 1.514 | |
| ChatGPT-4Architecture=Undisclosed Architecture2025.12 | 4.475 | 1.702 | 2.003 | |
| GPT-OSS-20BArchitecture=MoE Models2025.12 | 6.197 | 1.672 | 2.399 | |
| Qwen3-14BArchitecture=Dense Models2025.12 | 6.603 | 7.359 | 0.635 | |
| Qwen3-Next-80B-A3BArchitecture=MoE Models2025.12 | 7.365 | 1.952 | 2.192 | |
| Qwen3-Next-80B-A3B-ThinkingArchitecture=MoE Models2025.12 | 7.678 | 2.377 | 2.129 | |
| Qwen3-30B-A3BArchitecture=MoE Models2025.12 | 8.08 | 2.569 | 2.138 | |
| DeepSeek-ChatArchitecture=MoE Models2025.12 | 8.435 | 2.422 | 2.439 | |
| ChatGPT-3.5-TurboArchitecture=Undisclosed Architecture2025.12 | 8.704 | 1.85 | 2.971 | |
| DeepSeek-R1-TurboArchitecture=MoE Models2025.12 | 10.762 | 1.942 | 4.012 | |
| GPT-OSS-120BArchitecture=MoE Models2025.12 | 13.22 | 2.951 | 2.341 | |
| ChatGPT-4o-MiniArchitecture=Undisclosed Architecture2025.12 | 13.415 | 3.482 | 1.772 | |
| Kimi-Linear-InstructArchitecture=MoE Models2025.12 | 14.595 | 2.066 | 4.728 | |
| Qwen3-Coder-30B-A3B-InstructArchitecture=MoE Models2025.12 | 17.067 | 3.454 | 3.233 | |
| Mixtral-8x7BArchitecture=MoE Models2025.12 | 25.789 | 5.288 | 3.063 |