Pydantic AI Gateway
Anthropic AI Gateway Benchmark

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Request Latency

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Cold E2E
479ms
Median
Warm TTFT
438ms
Median
Tokens/sec
63
Median
DNS
1.4ms
Median
TCP
1.5ms
Median
TLS
6.1ms
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.

DNS1.4ms
TCP1.5ms
TLS6.1ms
To First Byte460.2ms
First Byte → Token1.6ms

Performance Over Time

Iteration Distribution

Cold E2E

Warm TTFT

Tokens/sec

DNS

TCP

TLS

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