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Large Language ModelsAudio & SpeechAI Business & IndustryTHE DECODERPublished: Sep 16, 2026, 04:00 JST

Gemini 3.8 Live tops speech leaderboard at 82.6%

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Gemini 3.8 Live tops speech leaderboard at 82.6%

3 Key Points

  1. What happened

    Google Deepmind released Gemini 3.8 Live and 3.8 Live Extended Thinking via the Gemini API and Google AI Studio. Extended Thinking ranks first on the Artificial Analysis Speech-to-Speech Leaderboard with 82.6 percent, ahead of OpenAI's GPT-Live-1; Google charges $0.005 per minute for audio input and $0.018 for output.

  2. Why it matters

    The top leaderboard ranking puts Google's audio model ahead of OpenAI's latest voice model, and the per-minute input and output prices undercut OpenAI's — signaling Google is competing on cost as well as capability.

  3. What to watch

    OpenAI's model should still deliver more natural conversations thanks to full duplex, and judging from the demos it sounds better, suggesting Google may have optimized for price over quality.

WHO IT HITSDevelopers building voice agents on the Gemini API or Google AI Studio now get a cheaper, leaderboard-topping audio option, though those prioritizing natural-sounding conversation may still lean toward OpenAI's GPT-Live-1.

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Context & Analysis

Google Deepmind's release of Gemini 3.8 Live and 3.8 Live Extended Thinking marks a direct push into voice agents that developers can build on through the Gemini API and Google AI Studio. The Extended Thinking variant's first-place finish on the Artificial Analysis Speech-to-Speech Leaderboard with 82.6 percent, ahead of OpenAI's latest GPT-Live-1 models, gives Google a measurable claim to quality leadership in this category. Google also supports over 97 languages and points developers to sample apps on GitHub, lowering the barrier to trying the models.

The pricing gap is the other half of the story. Google charges $0.005 per minute for audio input and $0.018 for output, while OpenAI's GPT-Live-1 sits at $0.05 per minute. Once those rates are applied to a full hour of voice conversation, Google costs about $1.38 versus at least $3.00 for OpenAI.

What remains open is whether Google's advantage holds up in practice. OpenAI's model should still deliver more natural conversations because of full duplex, which lets it listen and speak at the same time, and the demos suggest it sounds better — so Google may have traded some conversational polish for price. The leaderboard score and the per-minute rates are the concrete pieces to weigh; how each model actually feels in live back-and-forth is likely to decide which one developers pick.

FAQ
How much does Google's new audio model cost per hour of conversation?
An hour of voice conversation costs about $1.38 with Google, versus at least $3.00 with OpenAI.
Where can developers access Gemini 3.8 Live?
Through the Gemini API and Google AI Studio. Sample apps are also on GitHub.
How does Gemini 3.8 Live compare to OpenAI's GPT-Live-1?
Google's Extended Thinking variant ranks first on the Artificial Analysis Speech-to-Speech Leaderboard with 82.6 percent. OpenAI's GPT-Live-1 should still deliver more natural conversations thanks to full duplex.
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Also reported by Simon Willison's Weblog

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