DeepSeekAPI Host BenchmarksEstimated
DeepSeek V4.1 Flash (Non-reasoning) — API Providers & Speed Matrix
Modelled throughput, TTFT latency and prompt-cache pricing estimates across cloud hosting endpoints, derived from official list prices and public benchmarks.
Fastest provider
3000 t/s
Lowest latency (TTFT)
90 ms P50
Best price
$0.14 / $0.6
Blended Pricing Workload Calculator
Switch between standard conversational ratios, agentic caching loops, and heavy RAG workloads.
| Provider & Host | Hardware Stack | Output Speed (TPS) | Latency TTFT (P50) | Input Price ($/1M) | Output Price ($/1M) | Cache Read ($/1M) | Blended Price ($/1M) | SLA |
|---|---|---|---|---|---|---|---|---|
DeepSeekOfficial | Cloud TPU / Nvidia H100 | 240 t/s | 900 ms (1.26 s p90) | $0.3 | $1.2 | $0.03 | $0.52 | 99.99% |
| Groq LPU v2 (SRAM) | 1008 t/s | 90 ms (120 ms p90) | $0.26 | $1.02 | $0.024 | $0.45 | 99.95% | |
| CS-3 Wafer-Scale Engine | 3000 t/s | 120 ms (160 ms p90) | $0.27 | $1.08 | — | $0.47 | 99.90% | |
| Nvidia H100 SXM5 | 360 t/s | 720 ms (990 ms p90) | $0.2 | $0.84 | $0.018 | $0.36 | 99.95% | |
| Nvidia H100 / L40S | 312 t/s | 810 ms (1.13 s p90) | $0.14 | $0.6 | $0.015 | $0.26 | 99.90% | |
| Nvidia B200 / H100 | 456 t/s | 630 ms (850 ms p90) | $0.18 | $0.78 | $0.018 | $0.33 | 99.99% |
Figures are modelled estimates based on published list prices and public throughput benchmarks — not measured on live endpoints. Verify current pricing and terms with each host before committing.