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Nvidia says Groq 3 LPX racks hit 3,400 tokens per second in Artificial Analysis benchmark, enter full production

Nvidia reports its Groq 3 LPX inference racks achieved 3,400 tokens per second on an Artificial Analysis benchmark running Gemma 4 31B with a 100,000-token input sequence, and the hardware has entered full production with Nebius as the first customer.

WHY IT MATTERS

This is the first public benchmark result from Nvidia's $20 billion Groq licensing deal, and a tweet from an observer claims the throughput is 4x the next public endpoint. For teams building inference infrastructure, the production availability of dedicated LPU-based racks introduces an alternative to GPU-based serving, though the material provides no pricing or availability details beyond Nebius as an early adopter.

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The three things worth knowing

01

Groq 3 LPX racks delivered 3,400 tokens per second running Gemma 4 31B with a 100,000-token input sequence in an Artificial Analysis benchmark.

02

The hardware has entered full production, with Nebius Token Factory named as the first AI cloud to adopt it.

03

Nvidia's $20 billion Groq licensing deal underpins the product, and Groq itself will deploy Groq 3 LPX alongside Nvidia Vera Rubin NVL72.

THE CLUSTER

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Techmeme Nvidia says its Groq 3 LPX racks delivered 3,400 tokens per second in an Artificial Analysis benchmark running Gemma 4 31B with a 100,000-token input sequence (The Register) Open ↗