AI 导读
总体偏好 Elo 通常随着首音频时间（TTFA）的缩短而提升，表明响应速度有助于带来更受偏好的对话体验。Gemini 3.1 Flash Live Preview - Minimal 以 1,046 Elo 和 0.96 秒 TTFA 领跑总体偏好，相比之下 GPT-Realtime-2 (High) 为 914 Elo 和 1.14 秒，Qwen Audio 3.0 Realtime Plus 为 699 Elo 和 1.54 秒。
正文
Overall Preference Elo generally increases as Time to First Audio (TTFA) decreases, suggesting that responsiveness contributes to a preferred conversational experience. Gemini 3.1 Flash Live Preview - Minimal leads overall preference at 1,046 Elo with a 0.96 second TTFA, compared with GPT-Realtime-2 (High) at 914 Elo and 1.14 seconds, and Qwen Audio 3.0 Realtime Plus at 699 Elo and 1.54 seconds.
来源：@ArtificialAnlys · x.com