Pydantic AI Gateway
Anthropic AI Gateway Benchmark

Request Latency

100% success
Cold E2E
646ms
Median
Warm TTFT
624ms
Median
Tokens/sec
50
Median
DNS
1.2ms
Median
TCP
1.8ms
Median
TLS
4.7ms
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
TCP1.8ms
TLS4.7ms
To First Byte618.9ms
First Byte → Token0.7ms

Performance Over Time

Iteration Distribution

Cold E2E

Warm TTFT

Tokens/sec

DNS

TCP

TLS

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