ngrok AI Gateway
Anthropic AI Gateway Benchmark

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Cold E2E
466ms
Median
Warm TTFT
393ms
Median
Tokens/sec
63
Median
DNS
0.8ms
Median
TCP
13.2ms
Median
TLS
15.1ms
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.

DNS0.8ms
TCP13.2ms
TLS15.1ms
To First Byte394.9ms
First Byte → Token0.1ms

Performance Over Time

Iteration Distribution

Cold E2E

Warm TTFT

Tokens/sec

DNS

TCP

TLS

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