Unverified50% confidenceBenchmarkExact time
TokenGate shortens time to first token (TTFT) in the LLM prefill stage by up to 11.3 times.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/25/2026
First Seen
Valid until: 1/23/2027
Sources
Related Entities
Related Claims
Unverified缓存命中时prefill阶段可跳过已缓存部分，TTFT可从数秒压缩至毫秒级74% similarVerifiedTime to First Token (TTFT) refers to the time interval between a user sending a request and the model outputting the first token, and is primarily constrained by the duration of the prefill stage.70% similarUnverifiedAccording to official data, compared with traditional round-robin load balancing, KV-aware routing can reduce time to first token (TTFT) by up to 40% and increase overall throughput by 25-30%.69% similarUnverifiedFor streaming responses, time to first token (TTFT) distinguishes different troubleshooting directions better than total duration; for example, returning the first token in 350 milliseconds versus only after 8 seconds represents completely different experiences and root causes.68% similarUnverifiedWhen current mainstream large models handle complex code tasks, the time to first token (TTFT) is often between 2 and 8 seconds.67% similar
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