GoogleAPI Host Benchmarks
Gemini 2 5 Flash Lite Reasoning — API Providers & Speed Matrix
Compare live throughput, TTFT latency distributions, prompt cache pricing, and hardware stacks across cloud hosting endpoints.
Fastest Provider
1000 t/s
Lowest Latency (TTFT)
0.09s P50
Best Price Value
$0.56 / $2.5
Blended Pricing Workload Calculator
Switch between standard conversational ratios, agentic caching loops, and heavy RAG workloads.
| Provider & Host | Hardware Stack | Output Speed (TPS) | Latency TTFT (P50) | Input Price ($/1M) | Output Price ($/1M) | Cache Read ($/1M) | Blended Price ($/1M) | SLA |
|---|---|---|---|---|---|---|---|---|
GoogleOfficial | Cloud TPU / Nvidia H100 | 80 t/s | 0.8s (1.12s p90) | $1.25 | $5 | $0.125 | $2.19 | 99.99% |
Groq Cloud | Groq LPU v2 (SRAM) | 336 t/s | 0.09s (0.12s p90) | $1.06 | $4.25 | $0.1 | $1.86 | 99.95% |
Cerebras Cloud | CS-3 Wafer-Scale Engine | 1000 t/s | 0.12s (0.16s p90) | $1.13 | $4.5 | — | $1.97 | 99.90% |
Together AI | Nvidia H100 SXM5 | 120 t/s | 0.64s (0.88s p90) | $0.81 | $3.5 | $0.075 | $1.48 | 99.95% |
DeepInfra | Nvidia H100 / L40S | 104 t/s | 0.72s (1s p90) | $0.56 | $2.5 | $0.063 | $1.04 | 99.90% |
Fireworks AI | Nvidia B200 / H100 | 152 t/s | 0.56s (0.76s p90) | $0.75 | $3.25 | $0.075 | $1.38 | 99.99% |