PerSo - Emotion: leaderboard

Table 5; 200 ChangeMyView threads; behavioral pair choice or 400 four-option cognitive instances per dimension; temperature 0, top-k 1; synthetic cognitive labels generated by Gemini 2.5 Pro; not persuasion win rate. Metric: Accuracy (%). Higher is better. Source: https://arxiv.org/html/2610.20548v1

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around September 2027. 15 models tracked.

Top models

#ModelScoreOverall rank
1Claude Sonnet 4.659#89
2Qwen 3.5 397B A17B (Thinking)48.75#144 (Qwen 3.5 397B A17B)
3Qwen 3.5 35B A3B (Thinking)41.25#250 (Qwen 3.5 35B A3B)
4Qwen 3.5 397B A17B (Non-reasoning)41#144 (Qwen 3.5 397B A17B)
5DeepSeek V4 Pro39.75#99
6Gemini 2.5 Pro37.25#150
7DeepSeek V3.236#201
8DeepSeek V3.135.75#261
9Qwen 3.5 35B A3B (Non-reasoning)35.75#250 (Qwen 3.5 35B A3B)
10Claude Haiku 4.534.5#275
11Gemma 3 27B25.75#597
12Qwen 3.5 4B (Non-reasoning)25.25#463 (Qwen 3.5 4B)
13Qwen 3.5 4B (Thinking)25#463 (Qwen 3.5 4B)
14Gemma 3 12B23.25#662
15Gemma 3 4B20.5#1074

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=perso-emotion · How It Works · Data refreshed daily, snapshot 2026-10-16.