DeepSeekAPI Host Benchmarks
DeepSeek V4 Flash — API Providers & Speed Matrix
Compare live throughput, TTFT latency distributions, prompt cache pricing, and hardware stacks across cloud hosting endpoints.
Fastest Provider
1413 t/s
Lowest Latency (TTFT)
0.09s P50
Best Price Value
$0.06 / $0.14
Blended Pricing Workload Calculator
Switch between standard conversational ratios, agentic caching loops, and heavy RAG workloads.
| Provider & Host | Hardware Stack | Output Speed (TPS) | Latency TTFT (P50) | Input Price ($/1M) | Output Price ($/1M) | Cache Read ($/1M) | Blended Price ($/1M) | SLA |
|---|---|---|---|---|---|---|---|---|
DeepSeekOfficial | Cloud TPU / Nvidia H100 | 113 t/s | 1.34s (1.88s p90) | $0.14 | $0.28 | $0.014 | $0.18 | 99.99% |
Groq Cloud | Groq LPU v2 (SRAM) | 475 t/s | 0.09s (0.12s p90) | $0.12 | $0.24 | $0.011 | $0.15 | 99.95% |
Cerebras Cloud | CS-3 Wafer-Scale Engine | 1413 t/s | 0.12s (0.16s p90) | $0.13 | $0.25 | — | $0.16 | 99.90% |
Together AI | Nvidia H100 SXM5 | 170 t/s | 1.07s (1.47s p90) | $0.09 | $0.2 | $0.008 | $0.12 | 99.95% |
DeepInfra | Nvidia H100 / L40S | 147 t/s | 1.21s (1.68s p90) | $0.06 | $0.14 | $0.007 | $0.08 | 99.90% |
Fireworks AI | Nvidia B200 / H100 | 215 t/s | 0.94s (1.27s p90) | $0.08 | $0.18 | $0.008 | $0.1 | 99.99% |