AA Speech to Speech - Conversational Dynamics (Full Duplex Bench): leaderboard

Artificial Analysis's Conversational Dynamics score for speech-to-speech systems: AA's weighted average of pause handling, turn-taking, interruption handling and backchannel handling, measured with subsets of Full Duplex Bench v1 and v1.5. It scores how a voice system manages the flow of a live conversation, not whether its answers are correct (that is the Big Bench Audio and Tau3-Voice boards). AA's 0-1 value times 100, higher is better.

Metric: Score (0-100), AA's weighted Full Duplex Bench v1/v1.5 subset: pause handling, turn-taking, interruption, backchannel. Source: artificialanalysis.ai. Saturation forecast: Rough model projection: around 2026. 36 models tracked.

Top models

#ModelScoreOverall rank
1Qwen Audio 3.0 Realtime Plus98.41
2GPT-Live-1 (Sol, low)97.27
3Grok Voice 3.096.97
4Qwen Audio 3.0 Realtime Flash96.95
5Gemini 3.8 Live96.11
6GPT-Realtime-2 (Minimal)96.06
7Eleven Realtime v1 Mini95.82
8GPT Realtime 2.1 (High)95.71
9GPT-Realtime-1.595.7
10GPT Realtime Mini (Oct '25)95.68

Interactive version: theaggregate.ai/benchmark?slug=aa-speech-to-speech-conversational-dynamics-full-duplex-bench · How It Works · Data refreshed daily, snapshot 2026-11-05.