SkyPilot

Run LLMs and batch jobs on any cloud with cost savings and GPU availability.

EstablishedOpen SourceLow lock-in
Visit Website ↗Compare ⇄

Pricing

Free tier

Flat rate

Adoption

↗Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is SkyPilot?

SkyPilot enables developers to run large language models and batch jobs across multiple clouds, offering maximum cost efficiency, high GPU availability, and managed execution through a simple interface. It is ideal for teams looking to optimize their cloud spending while ensuring reliable access to computational resources.

Key differentiator

“SkyPilot stands out by offering a simple interface for running large language models and batch jobs across multiple clouds, providing maximum cost savings and high GPU availability. It is designed specifically for developers who want to optimize their cloud spending while ensuring reliable access to computational resources.”

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Cost savings across multiple cloud providersmedium

High GPU availability for running large language modelsmedium

Managed execution with a simple interfacemedium

Supports batch job processingmedium

Open-source and Apache-2.0 licensedmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond Pythonhigh

Primary development and official SDKs are in Python, with no official support for other languages like Java or C++

Small community and limited third-party integrationsmedium

GitHub repository has a small number of contributors and few external plugins or extensions available

Fit analysis

Who is it for?

✓ Best for

Teams that need to run LLMs on the most cost-effective cloud provider while ensuring high GPU availability.

Projects requiring batch job processing across multiple clouds with managed execution.

✕ Not a fit for

Developers who require real-time streaming capabilities as SkyPilot is designed for batch and LLM tasks.

Teams that need a fully managed service without the need to configure cloud resources themselves.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Alternatives

Apache Airflow

Works well with

Terraform

Next step

Get Started with SkyPilot

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →