Zhipu AIAPI Host BenchmarksEstimated
GLM-5.3 — 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.
GLM-5.3 is a proprietary model served through Zhipu AI's official API. Third-party hosting is not available — the matrix below covers the official endpoint only. See the Zhipu AI provider page for details.
Fastest provider
90 t/s
Lowest latency (TTFT)
1.57 s P50
Best price
$1.4 / $4.4
Blended Pricing Workload Calculator
Switch between standard conversational ratios, agentic caching loops, and heavy RAG workloads.
| Provider & Host | Hardware Stack | Output Speed (TPS) | Latency TTFT (P50) | Input Price ($/1M) | Output Price ($/1M) | Cache Read ($/1M) | Blended Price ($/1M) | SLA |
|---|---|---|---|---|---|---|---|---|
Zhipu AIOfficial | Official cloud API | 90 t/s | 1.57 s (2.20 s p90) | $1.4 | $4.4 | $0.14 | $2.15 | 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.