MCGA - Speech Translation: leaderboard
Metric: LLM-B (0-100; mean of beauty of form, meaning and sound of the English translation of 1,000 test recordings, DeepSeek-V3.2 judge). Source: arxiv.org. Saturation forecast: Around January 2027. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 74 |
| 2 | Qwen3 Omni 30B A3B Instruct | 67.6 |
| 3 | Qwen2-Audio-7B-Instruct | 30.4 |
| 4 | Phi-4 Multimodal Instruct | 27.5 |
Interactive version: theaggregate.ai/benchmark?slug=mcga-speech-translation · How It Works · Data refreshed daily, snapshot 2026-09-25.