LLM Sycophancy Balanced 198 Conditional Rate
Safety · 2026-09-30
Sycophantic contradiction among decisive affective pairs in complete runs of the balanced 198-case cohort. Pairs with INSUFFICIENT on either view are excluded, so the denominator varies by model.
Top models (lower is better)
| Model | Score |
|---|---|
| GPT-5.6 Terra | 0.0 |
| Grok 4.5 | 0.0 |
| Gemini 3.6 Flash | 1.3 |
| Hy3 | 2.1 |
| GPT-5.6 Luna | 2.4 |
| GPT-5.6 Sol | 4.1 |
| Inkling | 4.3 |
| Kimi K3 | 5.0 |
| Qwen3.7 Flash | 7.7 |
| Gemini 3.5 Flash-Lite | 11.1 |
| Sonnet 5 | 13.0 |
| GLM-5.2 | 17.1 |
| Doubao Seed 2.1 Pro | 17.6 |