GoogleAPI Host Benchmarks

Gemma 3 27b — API Providers & Speed Matrix

Compare live throughput, TTFT latency distributions, prompt cache pricing, and hardware stacks across cloud hosting endpoints.

Fastest Provider
1500 t/s
Cerebras Cloud (CS-3 Wafer-Scale Engine)
⏱️Lowest Latency (TTFT)
0.09s P50
Groq Cloud (TTFT P90: 0.12s)
💰Best Price Value
$0.56 / $2.5
DeepInfra (In / Out $/1M)

Blended Pricing Workload Calculator

Switch between standard conversational ratios, agentic caching loops, and heavy RAG workloads.

Provider & HostHardware StackOutput Speed (TPS)Latency TTFT (P50)Input Price ($/1M)Output Price ($/1M)Cache Read ($/1M)Blended Price ($/1M)SLA
GoogleOfficial
Cloud TPU / Nvidia H100120 t/s0.8s (1.12s p90)$1.25$5$0.125$2.1999.99%
Groq Cloud
Groq LPU v2 (SRAM)504 t/s0.09s (0.12s p90)$1.06$4.25$0.1$1.8699.95%
Cerebras Cloud
CS-3 Wafer-Scale Engine1500 t/s0.12s (0.16s p90)$1.13$4.5$1.9799.90%
Together AI
Nvidia H100 SXM5180 t/s0.64s (0.88s p90)$0.81$3.5$0.075$1.4899.95%
DeepInfra
Nvidia H100 / L40S156 t/s0.72s (1s p90)$0.56$2.5$0.063$1.0499.90%
Fireworks AI
Nvidia B200 / H100228 t/s0.56s (0.76s p90)$0.75$3.25$0.075$1.3899.99%
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