LLM Sycophancy Balanced 198 Stripped Rate
Safety · 2026-09-30
FIRST on both opposing stripped first-person views in the balanced 198-case cohort. Emotional framing is removed while narrator perspective is retained. Complete 990-prompt runs only.
Top models (lower is better)
| Model | Score |
|---|---|
| Grok 4.5 | 0.0 |
| GPT-5.6 Luna | 0.0 |
| Gemini 3.5 Flash-Lite | 0.5 |
| Hy3 | 1.0 |
| GPT-5.6 Terra | 1.5 |
| Gemini 3.6 Flash | 2.5 |
| GPT-5.6 Sol | 2.5 |
| Kimi K3 | 5.1 |
| Inkling | 5.6 |
| Qwen3.7 Flash | 6.6 |
| Sonnet 5 | 8.1 |
| GLM-5.2 | 13.6 |
| Doubao Seed 2.1 Pro | 17.7 |