llm-benchmarks
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GPT-6 Astra Pro Benchmarks


Measured on openai

5 runs
openai site
Avg Tokens / Second
6.42
Decode Tokens / Second
—
Avg Time to First Token (ms)
8240.00
Runs Analysed
5
Last Updated
Nov 4, 2026, 05:00 AM

Throughput distribution

Throughput over time

GPT-6 Astra Proopenai30tok/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 38 tok/s (99th percentile) · dashed rule is the model's own mean

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
openaidirect6.423.1014.108240.005

Frequently Asked Questions

How fast is GPT-6 Astra Pro?
The latest rolling average throughput is 6.42 tokens per second with an average time to first token of 8240.00 ms across 5 recent runs.
How often are these benchmarks updated?
Benchmarks refresh automatically whenever the monitoring cron runs. The most recent run completed on Nov 4, 2026, 05:00 AM.

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