Time-to-first-token ranking: DeepSeek V4.1 Flash last 24 hours

Time from sending a request to receiving the first token, measured live over the last 24 hours. Lower is better.

Data4 routes · 4 relaysSynced 11/16/2026, 00:45:19, updated every 15 minutes
Model: DeepSeek V4.1 Flash
RankModel @ relayFirst tokenSamplesAvailabilitySession costData security
11.31 s16698.2%¥2.594
21.87 s4757.5%—4
32.12 s47100.0%—0
43.04 s4687.0%—0

FAQ

How is time to first token measured?

Time from sending a request to receiving the first token, measured live over the last 24 hours. Lower is better.

Why does the same relay appear more than once?

Each row is one “model @ relay” route. Different models and groups at the same relay can perform very differently, so they are ranked separately.