Ming-3.1-tts release date
ForecastInclusionAIvoice and audio model
Ming-3.1-tts has not been announced. Based on how often InclusionAI ships new versions, our forecast is that it arrives around December 6, 2026, probably between November 6, 2026 and January 20, 2027.
The forecast
| Most likely | December 6, 2026 |
|---|---|
| Window | November 6, 2026 to January 20, 2027 |
| Chance it arrives in that window | About 18% |
| Follows | Ming-3.0-tts (out September 22, 2026) |
| Based on | no earlier gap to learn from, so we assume about 75 days |
How we got this
InclusionAI is the maker of Ming-3.0-tts. We look at the gaps between its earlier versions (Ming-3.0-tts, 2026-09-22) and project the next one. It is a guess from a pattern, not news: the maker has not said Ming-3.1-tts exists. This page turns into the launch page, with price and facts, as soon as the model shows up on OpenRouter, Hugging Face or GitHub.
Available now from InclusionAI
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Predicted automatically by Modelcast. Not affiliated with InclusionAI.