API Status

claude-opus-4-8 Benchmarks

Provider: anthropic

Explore real-world latency and throughput results for claude-opus-4-8. These measurements come from automated benchmarking runs against the provider APIs using the same harness that powers the public cloud dashboard.

Want a broader view of this vendor? Visit the anthropic provider hub to compare every tracked model side-by-side.

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Benchmark Overview

Avg Tokens / Second

27.80

Avg Time to First Token (ms)

1230.00

Runs Analysed

7

Last Updated

Aug 4, 2026, 02:03 PM

Key Insights

  • claude-opus-4-8 streams at 27.80 tokens/second on average across the last 7 benchmark runs.

  • Performance fluctuated by 10.90 tokens/second (39.2% coefficient of variation), indicating variable behavior across benchmark runs.

  • Average time to first token is 1230.00 ms (moderate latency), consider alternatives for latency-sensitive workloads.

  • Latest measurements completed on Aug 4, 2026, 02:03 PM based on 7 total samples.

Performance Distribution

Distribution of throughput measurements showing performance consistency across benchmark runs.

Performance Over Time

Historical performance trends showing how throughput has changed over the benchmarking period.

claude-opus-4-8

Benchmark Samples

ProviderModelAvg Toks/SecMinMaxAvg TTF (ms)
anthropicclaude-opus-4-827.8021.7032.601230.00

Frequently Asked Questions

The latest rolling average throughput is 27.80 tokens per second with an average time to first token of 1230.00 ms across 7 recent runs.

Benchmarks refresh automatically whenever the monitoring cron runs. The most recent run completed on Aug 4, 2026, 02:03 PM.

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