NVIDIA puts Groq 3 LPX into full production

NVIDIA says its Groq 3 LPX inference accelerator is now in full production and reached 3,400 output tokens per second on Gemma 4 31B with a 100,000-token context in Artificial Analysis benchmarking, according to the NVIDIA announcement. The company says the accelerator makes agentic workloads four times more responsive than the nearest alternative platform, while Nebius is the first AI cloud to adopt it. Builders should file the number as a latency signal for context-heavy agents, not a portable cost claim, alongside the archive’s analysis of model-factory economics.