deepseek-r1 Benchmarks

Provider: fireworks

Explore real-world latency and throughput results for deepseek-r1. These measurements come from automated benchmarking runs against the provider APIs using the same harness that powers the public cloud dashboard.

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Benchmark Overview

Avg Tokens / Second

45.70

Avg Time to First Token (ms)

0.76

Runs Analysed

807

Last Updated

Oct 15, 2025, 05:06 PM

Key Insights

  • deepseek-r1 streams at 45.70 tokens/second on average across the last 807 benchmark runs.

  • Performance fluctuated by 94.17 tokens/second (206.1% coefficient of variation), indicating variable behavior across benchmark runs.

  • Average time to first token is 0.76 ms (excellent latency), suitable for latency-sensitive workloads.

  • Latest measurements completed on Oct 15, 2025, 05:06 PM based on 807 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.

deepseek-r1

Benchmark Samples

ProviderModelAvg Toks/SecMinMaxAvg TTF (ms)
fireworksdeepseek-r145.705.6399.800.76

Frequently Asked Questions

The latest rolling average throughput is 45.70 tokens per second with an average time to first token of 0.76 ms across 807 recent runs.

Benchmarks refresh automatically whenever the monitoring cron runs. The most recent run completed on Oct 15, 2025, 05:06 PM.

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