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Fastest GPT-5.2 Pro Inference Providers

Ranks providers by estimated time to return 500 tokens, combining the wait for the first token with output speed.

OpenAI currently ranks first at 253.72 s via openai.

Provider options:
1
Ranked:
1
Metric:
Estimated response time

Fastest response endpoint ranking

Fastest GPT-5.2 Pro Inference Providers
RankProvider / routeEstimated response timeSpeed measurementsEndpoint details
#1Provider / route
OpenAIopenai
Estimated response time253.72 sSpeed measurements
500-token response
253.72 s
Response starts
3.71 s
Output speed
2.0 tok/s
Endpoint details
Input price
$21 / 1M tokens
Output price
$168 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
400K

Endpoint data fetched .

GPT-5.2 Pro endpoint guide

How to interpret the Fastest GPT-5.2 Pro Inference Providers

1 of 1 GPT-5.2 Pro endpoint currently have the published data required for this ranking. OpenAI leads at 253.72 s via openai. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How complete response time is ranked

The fastest ranking estimates a 500-token answer by adding the recent median first-token wait to 500 divided by median output throughput. It represents an example complete response, not a guarantee for every prompt or request size.

Compare OpenAI with the next option

Only 1 route currently qualifies, so the rank alone provides limited choice. Review every visible endpoint for price, speed, uptime, context length, and route-specific configuration.

Use the route, not only the provider name

GPT-5.2 Pro has 1 published provider option, and performance data is matched to each exact OpenRouter routing tag. Different quantization, context, regional deployment, or provider configuration can change price and behavior even when the underlying model name is identical.