llmcloud.ai
Model scorecard

OpenAI gpt-5

Composite 64.2/100 across quality, throughput, latency, price efficiency and usable context — measured through the gateway, not vendor-reported.

B+64.2/100openai/gpt-5text · vision · audio · 400k context

Capability

eval composite
Quality (blended eval)92

Category: reasoning

Usable context20

400k advertised window

Serving

gateway measured
Throughput22

78 output tokens/s median

Time to first token30

420ms p50

Economics

at provider cost
Price efficiency54

$10.00 per 1M output tokens

Quality per dollar28
llmcloud adds $0 to these token prices.

Suggested usage

  • Function calling & agentsauto:tools

    Schema conformance under a wide tool set matters more than raw reasoning score.

→ Full workload matrix