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Data pipelines

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A pipeline runs on a schedule, holds data in memory, and cares about how long a process may run and how much it may allocate — limits that page-oriented hosting sets low and rarely advertises. Providers marketing this usually offer worker instances, generous timeouts and somewhere to keep intermediate files. Serverless platforms are a poor fit unless the work fits inside their execution limit.

17 providers market themselves for data pipelines, listed alphabetically. Mostly gpu cloud, virtual private servers and platform as a service, of 8 categories in all. 46 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.

  • AWS Lambda

    Amazon's function-as-a-service primitive, running a handler on demand in a short-lived isolated environment and billing per invocation.

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.

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.

  • Elestio

    Elestio is managed hosting for open-source software on dedicated virtual machines, provisioned into a third-party cloud or into the customer's own account.

  • Exoscale

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

G

  • Gcore

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

  • GleSYS

    GleSYS is a Swedish infrastructure provider selling KVM and VMware servers, bare metal, managed databases, object storage and colocation from Nordic data centres.

K

  • Koyeb

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

L

  • Latitude.sh

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

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.

P

  • PythonAnywhere

    Browser-based Python hosting with in-browser consoles, scheduled tasks and managed web apps, sold by CPU-seconds, web workers and disk.

S

  • Scaleway

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

T

  • Tigris

    Globally distributed, S3-compatible object storage reached through a single endpoint, with no egress fees.

Z

  • Zerops

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

Who is the best host for data pipelines?

We can't tell from here. A host that suits a small agency site can be wrong for an API with users in Asia and Europe. The list is alphabetical and nobody paid for a place on it. The guide covers what to compare.