ngrok AI Gateway
Anthropic AI Gateway Benchmark

Request Latency

100% success
Cold E2E
695ms
Median
Warm TTFT
617ms
Median
Tokens/sec
49
Median
DNS
1.2ms
Median
TCP
13.9ms
Median
TLS
17.1ms
Median

Cold Connection Breakdown

Where a fresh request's time goes: DNS lookup, TCP connect, TLS handshake, then time to first response byte, then first byte to first streamed token.

DNS1.2ms
TCP13.9ms
TLS17.1ms
To First Byte621.5ms
First Byte → Token1.4ms

Performance Over Time

Iteration Distribution

Cold E2E

Warm TTFT

Tokens/sec

DNS

TCP

TLS

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