AI Hosting · Founded by Veer Shah in 2025

Cumulus

Performant serverless GPU inference

Cost

Pay As You Go

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use Cumulus to deploy AI models on serverless GPUs with 12.5-second cold starts. The service automatically handles GPU selection, scaling, and failover. You pay only for actual GPU compute time, not idle periods. It supports LLMs, image generation, speech-to-text, and other AI models. The system scales to zero when inactive and can scale up to hundreds of replicas during high traffic. Deployment requires just one function call using their Python SDK.

What Cumulus does

Deploy AI models with single function callMonitor GPU usage and costs in real-timeHandle automatic scaling from zero to hundreds of replicasRun inference requests through REST API endpointsManage model versions and rollbacksConfigure GPU types and memory requirementsTrack performance metrics and latencySet up load balancing across GPU instances12.5-second GPU cold starts4x faster than Modal competitorsScale to zero when idlePay only for actual GPU compute timeAutomatic GPU selection and failoverOne function deploymentMemory snapshots for faster loadingSupport for any AI model type

Tutorials & Demos

Frequently asked

Microsoft Azure AWS

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