The AI developer cloud for GPU pods, serverless inference and clustering
boat records 66,870 monthly visits with +520.8% month-over-month growth and Free Trial, Paid pricing. Metaflow records 15,278 monthly visits with -18.1% growth and Free pricing.

Open-source Python framework for real-life ML, AI, and data science workflows
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | boat.dev | metaflow.org |
| Pricing Model | Free Trial, Paid | Free |
| Monthly Visits | 66.87K (66,870) | 15.28K (15,278) |
| MoM Traffic Delta | +56.1K (+520.8%) | -3.37K (-18.1%) |
| Primary Market & Share | 🇺🇸 United States (76.3%) | 🇺🇸 United States (32.6%) |
| Direct Visits / mo | 37.78K | 6.13K |
| User Rating | 4.6 | 4.6 |
| Supported Platforms | Website | Website |

Persistent Ubuntu cloud VMs built for AI agent factories
Each sandbox is a complete Ubuntu machine with systemd, Docker, databases, and cron, so anything that runs on Linux runs here.
Clone a configured sandbox from a disk snapshot in seconds to launch large fleets of identical parallel agents.
Connect over SSH and SCP or open a 60fps virtual desktop and browser to inspect web apps, IDEs, and 3D scenes.
Drive everything programmatically through the boat CLI (with --json output), an HTTP API, or Python and TypeScript SDKs.

Open-source Python framework for real-life ML, AI, and data science workflows
Flow and step decorators turn ordinary Python functions into versioned, resumable pipelines without YAML or DSL boilerplate.
Move the same flow from a laptop to Kubernetes, AWS Batch, Azure, or GCP and run steps on GPUs, many cores, or large memory pools.
Metaflow stores variables and artifacts from every step so you can compare experiments, debug past runs, and reproduce results later.
Point a flow at your production scheduler and let it react to incoming data or events instead of manual re-runs.
The AI developer cloud for GPU pods, serverless inference and clustering
Rent cloud GPUs by the second from a global marketplace
Rent cloud GPUs by the second from a global marketplace
Free / Open-sourceBrowser agents and stealth cloud browsers for real web tasks
Free / Open-sourceBrowser agents and stealth cloud browsers for real web tasks
Serverless cloud infrastructure for AI and data workloads
Serverless cloud infrastructure for AI and data workloads
An AI-native cloud built from silicon to API for training, tuning, and serving models
An AI-native cloud built from silicon to API for training, tuning, and serving models

Free / Open-sourceThe TypeScript framework for building, deploying, and observing AI agents

Cloud browsers and web APIs for AI agents
Cloud browsers and web APIs for AI agents

SpecialistAI DevOps engineer that deploys and scales your apps
SpecialistAI DevOps engineer that deploys and scales your apps
The AI cloud built by the creators of PyTorch Lightning
The low-cost cloud sandbox where AI agents actually live
The low-cost cloud sandbox where AI agents actually live

Gigawatt-scale AI compute, built and operated end to end

Self-hosted cloud development environments and AI coding agents for enterprise teams