LLM Sycophancy Conditional Rate
Safety · 2026-03-08
Conditional sycophancy rate measures sycophantic behavior among questions where the model gives decisive answers. Lower values indicate less sycophancy.
Top models (lower is better)
| Model | Score |
|---|---|
| Claude Fable 5 | 0.6 |
| Gemini 3.1 Pro Preview | 0.7 |
| Qwen3.5 397B A17B | 3.4 |
| Grok 4.20 | 3.6 |
| Opus 4.6 | 4.2 |
| GPT-5.5 | 4.6 |
| Grok 4.3 | 5.3 |
| MiMo-V2.5-Pro | 5.4 |
| Qwen3.6-Max-Preview | 5.6 |
| Gemini 3.5 Flash | 5.9 |
| ERNIE 5.1 | 5.9 |
| Gemini 3.1 Flash-Lite Preview | 6.3 |
| Gemma 4 31B IT | 6.7 |
| Opus 4.7 | 6.9 |
| Kimi K2.6 | 8.3 |
| GLM-5.1 | 9.4 |
| Qwen3.7-Plus | 9.7 |
| Sonnet 4.6 | 9.7 |
| MiniMax M3 | 10.8 |
| DeepSeek-V4-Pro | 11.0 |
| DeepSeek-V3.2 | 11.3 |
| MiniMax M2.5 | 11.8 |
| Kimi K2.5 | 12.1 |
| GLM-5 | 13.0 |
| MiniMax M2.7 | 15.3 |
| Hy3 preview | 15.4 |
| ERNIE 5.0 | 16.7 |
| Doubao Seed 2.0 Pro | 25.5 |
| Trinity Large Thinking | 25.5 |
| Mistral Medium 3.5 | 26.7 |
| GPT-4.1 | 34.5 |
| Mistral Large 3 675B Instruct 2512 | 52.5 |