Pydantic AI Gateway Anthropic AI Gateway Benchmarks
Anthropic AI Gateway Benchmarks
Last benchmarked August 21, 2026
Request Latency
Cold E2E
554ms
Median
Warm TTFT
493ms
Median
Tokens/sec
57
Median
DNS
0.9ms
Median
TCP
1.7ms
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.
DNS0.9ms
TCP1.7ms
TLS4.7ms
To First Byte538.9ms
First Byte → Token0.5ms
Performance Over Time
Iteration Distribution
Cold E2E
Warm TTFT
Tokens/sec
DNS
TCP
TLS
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