The AI developer cloud for GPU pods, serverless inference and clustering
Metaflow records 15,278 monthly visits with -18.1% month-over-month growth and Free pricing. OpenShip records 23,815 monthly visits with +26.8% growth and Freemium, Paid, Contact for Pricing pricing.

Open-source Python framework for real-life ML, AI, and data science workflows
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | metaflow.org | openship.io |
| Pricing Model | Free | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 15.28K (15,278) | 23.82K (23,815) |
| MoM Traffic Delta | -3.37K (-18.1%) | +5.03K (+26.8%) |
| Primary Market & Share | 🇺🇸 United States (32.6%) | 🇺🇸 United States (71.4%) |
| Direct Visits / mo | 6.13K | 11.54K |
| User Rating | 4.6 | 4.6 |
| Supported Platforms | Website | Website |

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.

Deploy anything, own everything
Ship the same project to fully managed Openship Cloud, to any Linux box you own, or a hybrid split, and move workloads between them later.
Connect a repository, pick a branch, review the detected framework and follow build output from image to a healthy running service.
Spin up PostgreSQL, Redis or S3-compatible object storage with private networking and bind them into the same project as your app.
Connect domains, verify DNS and let the platform manage TLS certificates and environment secrets for each project.
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
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Free / Open-sourceBrowser agents and stealth cloud browsers for real web tasks
Serverless cloud infrastructure for AI and data workloads
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SpecialistAI DevOps engineer that deploys and scales your apps
SpecialistAI DevOps engineer that deploys and scales your apps
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