Inference Token Throughput Trend 2026

Inference token throughput measures how many tokens a large language model generates per second during real-time use. It directly impacts application responsiveness and cost efficiency. Developers use it to optimize model deployment, while end-users benefit from faster, smoother interactions. Cloud providers and AI engineers rely on this metric to balance performance, latency, and operational expenses.