llm-benchmarks
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Claude Sonnet 4.6 Benchmarks


Measured on claudeonaws

2 runs
Avg Tokens / Second
25.40
Decode Tokens / Second
—
Avg Time to First Token (ms)
1040.00
Runs Analysed
2
Last Updated
Oct 11, 2026, 05:24 PM

Throughput distribution

Throughput over time

Claude Sonnet 4.6claudeonaws25tok/s

Generated throughput, including reasoning tokens — so a thinking model's line does not collapse; the table ranks on visible tokens · one cell per model, showing its best-covered provider · models with at least 4 samples in the window first, fastest of those at the top · shared vertical scale, 0 to 28 tok/s (99th percentile) · dashed rule is the model's own mean · 1 cell carry fewer than 4 samples

Every lane measuring this model

1 measured · live first · a lane is a provider, a catalogue id and a transport
ProviderLaneAvg Toks/SecMinMaxAvg TTF (ms)n
claudeonawsvia OpenRouter25.4024.2026.701040.002

Frequently Asked Questions

How fast is Claude Sonnet 4.6?
The latest rolling average throughput is 25.40 tokens per second with an average time to first token of 1040.00 ms across 2 recent runs.
How often are these benchmarks updated?
Benchmarks refresh automatically whenever the monitoring cron runs. The most recent run completed on Oct 11, 2026, 05:24 PM.

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