LongCatAPI Host Benchmarks
LongCat 2.0 — API Providers & Speed Matrix
Compare live throughput, TTFT latency distributions, prompt cache pricing, and hardware stacks across cloud hosting endpoints.
Fastest Provider
525 t/s
Lowest Latency (TTFT)
0.09s P50
Best Price Value
$0.34 / $1.48
Blended Pricing Workload Calculator
Switch between standard conversational ratios, agentic caching loops, and heavy RAG workloads.
| Provider & Host | Hardware Stack | Output Speed (TPS) | Latency TTFT (P50) | Input Price ($/1M) | Output Price ($/1M) | Cache Read ($/1M) | Blended Price ($/1M) | SLA |
|---|---|---|---|---|---|---|---|---|
LongCatOfficial | Cloud TPU / Nvidia H100 | 42 t/s | 2.85s (3.99s p90) | $0.75 | $2.95 | $0.075 | $1.3 | 99.99% |
Groq Cloud | Groq LPU v2 (SRAM) | 176 t/s | 0.09s (0.12s p90) | $0.64 | $2.51 | $0.06 | $1.11 | 99.95% |
Cerebras Cloud | CS-3 Wafer-Scale Engine | 525 t/s | 0.12s (0.16s p90) | $0.68 | $2.66 | — | $1.18 | 99.90% |
Together AI | Nvidia H100 SXM5 | 63 t/s | 2.28s (3.14s p90) | $0.49 | $2.06 | $0.045 | $0.88 | 99.95% |
DeepInfra | Nvidia H100 / L40S | 55 t/s | 2.56s (3.56s p90) | $0.34 | $1.48 | $0.038 | $0.63 | 99.90% |
Fireworks AI | Nvidia B200 / H100 | 80 t/s | 1.99s (2.71s p90) | $0.45 | $1.92 | $0.045 | $0.82 | 99.99% |