xAI Launches Grok Voice Think Fast 1.0 for Complex Enterprise Workflows

Audio Generation
Conversational AI
Enterprise AI
Benchmark
Performance

xAI Launches Grok Voice Think Fast 1.0 for Complex Enterprise Workflows
xAI, the research company behind the Grok model family, launched grok-voice-think-fast-1.0, a flagship voice model for complex, multi-step workflows. The model performs background reasoning—internal chain-of-thought processing (the model's "scratchpad" for logic)—to solve edge cases and verify facts without increasing the time it takes to start speaking.

This release follows a recent expansion of xAI's audio stack and challenges the performance lead held by Gemini. By ranking first on the Tau Voice Bench, the model demonstrates superior handling of real-world noise and interruptions. It mirrors the broader industry shift toward low-latency, tool-capable voice agents.

You can deploy the model for high-stakes tasks like hardware troubleshooting or sales. It is available via the xAI API and playground. Production metrics from Starlink show the agent resolving 70% of support inquiries and achieving a 20% conversion rate using dozens of tools.

Read the full update →

Frequently asked questions

What is Grok Voice Think Fast 1.0?
Grok Voice Think Fast 1.0 is a flagship voice model from xAI designed for complex, multi-step workflows in customer support and sales. It functions as an autonomous agent capable of real-time reasoning and tool orchestration. The model is specifically built to handle real-world conditions like background noise, heavy accents, and frequent interruptions while maintaining high accuracy.
How does Grok Voice Think Fast 1.0 perform reasoning without adding latency?
The model performs reasoning in the background, allowing it to think through challenging queries and edge cases while the conversation continues. This background processing ensures that the agent can catch mistakes and handle complex logic without increasing the response time or latency that users experience during a natural, spoken interaction.
How does Grok Voice Think Fast 1.0 rank on industry benchmarks?
Grok Voice Think Fast 1.0 currently holds the top spot on the Tau Voice Bench leaderboard. This benchmark evaluates full-duplex voice agents—systems that can listen and speak simultaneously—under realistic conditions. In these tests, the model outperformed other frontier systems including Gemini 3.1 Flash Live and GPT Realtime 1.5 across retail, airline, and telecom scenarios.
Is the Grok Voice Think Fast 1.0 model available for developers?
Yes, the model is available via the xAI API and a dedicated voice playground on the xAI console. Developers can use it to build multilingual agents that support over 25 languages. The API allows for high-volume tool calling, enabling agents to perform tasks like hardware troubleshooting, issuing replacements, and processing sales autonomously.
How is Grok Voice Think Fast 1.0 used by Starlink?
Starlink uses the model to power its phone sales and customer support. The agent handles high-stakes decisions like hardware troubleshooting and service credits using 28 distinct tools. According to xAI, the system achieves a 70 percent resolution rate for support inquiries and a 20 percent conversion rate for customers purchasing service while on the phone.