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  5. Tokens Per Second
Inference & Deploymentaka TPSaka generation speed

Tokens Per Second

The rate at which a model generates output tokens during the decode phase.

Ask Melo about this← all terms

The rate at which a model generates output tokens during the decode phase — the primary throughput metric users feel after the first token arrives.

Related terms

DecodeTime to First TokenThroughput vs LatencyInference OptimizationBatchingClosed Weights

Where Tokens Per Second comes up

  • Gemma 4 31B on Cerebras: 1,800+ TPS — The Fastest Multimodal Inference Yet
  • 1,009 Tokens Per Second: Mercury 2 and What Diffusion LLMs Change for Agent Loops
  • GPT-5.6 Sol Ultrafast Mode: 750 Tokens/Sec via Cerebras, No Pricing Yet
  • Cerebras CS-4: The Wafer-Scale Chip Claiming 30x Faster AI Inference