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Cloudflare vs Modal

A side-by-side comparison of Cloudflare and Modal, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

Cloudflare

Infra

Workers + R2 + D1 + Durable Objects. Global edge runtime.

View Cloudflare

Modal

Inference

Serverless GPUs. Run training, inference, batch jobs from Python.

View Modal

At a glance

Feature comparison of Cloudflare and Modal
AttributeCloudflareModal
Category (differs)InfraInference
PricingFREEMIUMFREEMIUM
LicenseProprietaryProprietary
DeploymentCloudCloud
Platforms (differs)Web, API, CLIAPI, CLI
Model supportModel-agnosticModel-agnostic
Vendor (differs)CloudflareModal Labs

The honest brief

Cloudflare

R2 storage charges zero egress fees and Workers run isolate-per-request at the edge — cheaper, closer than Node.

  • R2 object storage with no egress fees
  • Global edge runtime, low latency
  • Workers + D1 + R2 + KV in one platform
  • Generous free tier
  • Workers isolate model isn't full Node.js
  • D1/Durable Objects still maturing
  • Some products have CPU-time limits
  • Edge-first model needs app rethinking

Modal

Define GPU infra in Python decorators with 2-4s cold starts — no YAML, Dockerfiles, or managed-stack lock-in.

  • Python-decorator infra, no YAML/Dockerfiles
  • Scale-to-zero, pay only when running
  • Scales to hundreds of GPUs
  • Free monthly starter credits
  • SDK lock-in; migrating means rewriting
  • No managed vLLM/TensorRT setup
  • Costs climb under heavy usage
  • Billing hard to predict