ngrok AI Gateway
Anthropic AI Gateway Benchmark

Request Latency

100% success
Cold E2E
597ms
Median
Warm TTFT
484ms
Median
Tokens/sec
58
Median
DNS
0.9ms
Median
TCP
19.9ms
Median
TLS
22.1ms
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.

DNS0.9ms
TCP19.9ms
TLS22.1ms
To First Byte511.0ms
First Byte → Token0.2ms

Performance Over Time

Iteration Distribution

Cold E2E

Warm TTFT

Tokens/sec

DNS

TCP

TLS

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