Unverified50% confidenceFactExact time
Real-time text classification typically relies on a streaming inference mechanism that requires compressing the time to first token (TTFT) to within approximately 100 milliseconds.
1
Sources
50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen current mainstream large models handle complex code tasks, the time to first token (TTFT) is often between 2 and 8 seconds.77% similarUnverifiedStreaming output can reduce the user-perceived time-to-first-token from several seconds down to the millisecond level.76% similarUnverified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% similarUnverifiedCompressing TTS time-to-first-byte latency to within 50 milliseconds means nearly imperceptible instant feedback.73% similarUnverifiedA Time to First Token (TTFT) below 500ms is generally considered a smooth interactive experience, while exceeding 2 seconds creates a noticeable sense of waiting.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/968681API
curl https://kongchang.com/api/v1/knowledge/claims/968681MCP
get_claim(id=968681)