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Use cases

AI and LLM apps

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Most AI applications are ordinary web applications with an unusual request shape: a call to a model API that takes seconds, a response streamed to the browser, and timeouts tuned accordingly. The expensive part is the model provider’s bill, not the hosting. Where a provider means GPUs rather than that, it is a different product entirely — this dataset records web hosting, so read the category before assuming inference is included.

28 providers market themselves for ai and llm apps, listed alphabetically. Mostly platform as a service, serverless and virtual private servers, of 8 categories in all. 42 records do not record this field, and cannot appear here either way.

A

  • Alibaba Cloud

    Alibaba Cloud provides infrastructure, platform and serverless services spanning 32 regions with support for Linux, Windows, containers and multiple runtimes.

  • Appwrite

    Open-source backend platform sold as a hosted service, running user functions alongside managed databases, authentication, storage and messaging.

B

  • Back4App

    Managed Parse Server backend with an auto-generated REST and GraphQL API, plus a container platform that builds and runs Docker images from GitHub.

  • Bunny.net

    Slovenian edge platform selling CDN, storage, video and DNS, with Edge Scripting and Magic Containers running the customer's own code across its network.

C

  • Cherry Servers

    Lithuanian provider selling dedicated machines and virtual servers on its own hardware, billed by the hour, by fixed term or as spot capacity.

  • Civo

    British Kubernetes-first cloud that charges for worker nodes only, with control planes included and data transfer unmetered.

  • Clever Cloud

    French platform-as-a-service that detects, builds and runs an application from a git push, with managed databases and storage sold as add-ons.

D

  • DigitalOcean

    DigitalOcean is a publicly listed cloud provider best known for Droplets, its VPS product, alongside managed databases, Kubernetes and an app platform.

    One we like

E

  • E2E Networks

    Indian cloud infrastructure provider listed on the National Stock Exchange, selling CPU and GPU compute by the minute with published hourly rates.

  • exe.dev

    Ubuntu VMs in seconds over SSH, sold as a pool of capacity rather than as machines, and aimed as much at agents as at people.

    One we like
  • Exoscale

    Exoscale is a Swiss infrastructure provider selling KVM instances, managed Kubernetes, object and block storage and managed databases from European zones.

F

  • Firebase

    Firebase is Google's application platform, bundling a document database, authentication and storage with hosting that builds framework applications onto Cloud Run.

G

  • Gcore

    Gcore is an edge and cloud provider selling CDN, streaming, DDoS protection, virtual machines, bare metal, Kubernetes and serverless functions.

H

  • Heroku

    Heroku is a polyglot PaaS — the original "git push to deploy" platform, now a business unit of Salesforce.

  • Hugging Face

    Machine-learning hub whose Spaces product hosts running applications — Gradio, Streamlit or an arbitrary Dockerfile — on CPU or rented GPU hardware.

K

  • Koyeb

    French platform that deploys containers and repositories across global regions with scale-to-zero, per-second billing, GPU instances and serverless Postgres.

L

  • Latitude.sh

    Bare-metal and GPU infrastructure billed hourly with automated provisioning, an API, SDKs, a CLI and Terraform support.

  • Lovable

    Lovable is an AI-assisted low-code no-code platform that generates web app code from natural language prompts and deploys it on its own infrastructure.

    One we like
  • lowcloud

    A Bielefeld startup that runs an application as a managed container in Germany, or operates Kubernetes inside the customer's own cloud account.

M

  • Modal

    Serverless compute platform for Python, where functions are decorated in code and run in containers on CPU or GPU with per-second billing.

N

  • Northflank

    British platform running containers, jobs and managed databases on its own cloud, in the customer's cloud account, or on a self-hosted Kubernetes cluster.

Q

  • Qoddi

    Managed application platform deploying Node, Java, Go, Ruby, PHP, Python and Docker workloads with per-second billing and managed databases alongside.

S

  • Scaleway

    French cloud provider selling instances, bare metal, managed Kubernetes, serverless containers and managed databases, with European data residency as the pitch.

  • Sliplane

    German Docker hosting that bills for the server rather than the container, so unlimited services can share one machine, with managed Postgres and S3 storage.

  • Supabase

    Open-source backend built on PostgreSQL, with authentication, storage, realtime and Edge Functions that run the customer's own TypeScript on Deno.

V

  • Vercel

    Vercel is a frontend platform for Javascript people. It's formerly known as Zeit and venture backed and high on the AI wave.

    One we like

Z

  • Zeabur

    Container platform that reads a git repository, works out what kind of project it is and deploys it without a configuration file.

  • Zerops

    Czech container platform running applications and managed services on rented infrastructure in Prague, billed by resources consumed rather than by plan tier.

    One we like