Moonshot AIAPI Host BenchmarksEstimated
Kimi K3.1 Pro — 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
563 t/s
Lowest latency (TTFT)
90 ms P50
Best price
$1.8 / $10
Blended Pricing Workload Calculator
Switch between standard conversational ratios, agentic caching loops, and heavy RAG workloads.
| Provider & Host | Hardware Stack | Output Speed (TPS) | Latency TTFT (P50) | Input Price ($/1M) | Output Price ($/1M) | Cache Read ($/1M) | Blended Price ($/1M) | SLA |
|---|---|---|---|---|---|---|---|---|
Moonshot AIOfficial | Cloud TPU / Nvidia H100 | 45 t/s | 800 ms (1.12 s p90) | $4 | $20 | $0.4 | $8 | 99.99% |
| Groq LPU v2 (SRAM) | 189 t/s | 90 ms (120 ms p90) | $3.4 | $17 | $0.32 | $6.8 | 99.95% | |
| CS-3 Wafer-Scale Engine | 563 t/s | 120 ms (160 ms p90) | $3.6 | $18 | — | $7.2 | 99.90% | |
| Nvidia H100 SXM5 | 68 t/s | 640 ms (880 ms p90) | $2.6 | $14 | $0.24 | $5.45 | 99.95% | |
| Nvidia H100 / L40S | 59 t/s | 720 ms (1.00 s p90) | $1.8 | $10 | $0.2 | $3.85 | 99.90% | |
| Nvidia B200 / H100 | 86 t/s | 560 ms (760 ms p90) | $2.4 | $13 | $0.24 | $5.05 | 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.