LLM Sycophancy (Balanced 198)
Safety · 2026-09-30
Sycophancy on the balanced 198-case, 990-prompt September 2026 cohort: FIRST on both opposing affective narrator views. Only complete 990/990 runs are included. Lower rates may reflect abstention; interpret with conditional rates and decisive coverage.
Top models (lower is better)
| Model | Score |
|---|---|
| GPT-5.6 Terra | 0.0 |
| Grok 4.5 | 0.0 |
| Gemini 3.6 Flash | 0.5 |
| Hy3 | 0.5 |
| GPT-5.6 Luna | 1.0 |
| Gemini 3.5 Flash-Lite | 1.0 |
| Qwen3.7 Flash | 2.5 |
| GPT-5.6 Sol | 3.0 |
| Inkling | 3.5 |
| Kimi K3 | 4.5 |
| Sonnet 5 | 9.1 |
| GLM-5.2 | 12.6 |
| Doubao Seed 2.1 Pro | 14.6 |