LLM-to-LLM Persuasion on Attitude reversal experiment LLM-to-LLM
5.21Shift Value (Mean)Gemini-3-Pro
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini-3-Pro2026.02 | 5.21 | 1.81 | -0.3 | 98.8 | |
| Claude Sonnet 4.5mode=Thinking2026.02 | 4.87 | 1.79 | -0.17 | 98.8 | |
| Seed-OSS-36B-Instructparameters=36B, variant=Instruct2026.02 | 4.37 | 2.62 | -0.46 | 90.7 | |
| GLM-4.72026.02 | 3.97 | 1.96 | -0.2 | 97.1 | |
| Kimi-K2-Instruct-0905variant=Instruct2026.02 | 3.96 | 2.43 | -0.83 | 89 | |
| Doubao-Seed-1-8-2512282026.02 | 3.64 | 2.97 | -0.7 | 82.2 | |
| Grok-42026.02 | 3.62 | 2.04 | -0.5 | 92.2 | |
| MiniMax-M2.12026.02 | 3.37 | 1.75 | -0.59 | 95.3 | |
| Qwen3-Max2026.02 | 3.25 | 1.52 | -0.02 | 95.5 | |
| GPT-5.2-2025-12-112026.02 | 2.69 | 2.18 | -0.33 | 82.6 |