Cold start latency between 2-4 seconds

Data as of Apr 8, 2026Based on 14 AI answersReviewed by

How we measure

AI summary

narrowly leads for dedicated GPU cloud with fast boots for serverless inference, with close behind.

It depends

’s answers emphasize low cost alongside fast cold starts.

leads this topic, but leads MLOps and Inference Serving Platforms overall.

Which brands AI mentions

#BrandMentioned in
1Beam · beam.ai36%

Rapid container cold boots for serverless inference.

2RunPod29%

Low-cost serverless deployments with fast cold starts.

3Baseten7%
4Beam · beam.cloud7%

Rapid container cold boots for serverless inference.

5Cerebrium7%

Low-latency serverless inference with cold starts in the 2–4 second range.

Questions and answers

  • I need a dedicated GPU cloud provider that supports fast boot times for serverless inference.

    Summary

    Beam is the usual answer for a dedicated GPU cloud provider with fast boots for serverless inference.