MLflow vs. Pachyderm

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
MLflow
Score 8.0 out of 10
N/A
An open source machine learning platform for managing the complete ML lifecycle, developed at Databricks, that includes four components supporting experimentation, reproducibility, deployment, and a central model registry.
$0
per month
Pachyderm
Score 0.0 out of 10
N/A
Pachyderm is for data science teams who want to operationalize the data tasks in their ML lifecycle to iterate on data more quickly and reliably. Pachyderm supports data versioning and pipelines for MLOps, and this data foundation allows data science teams to automate and scale their machine learning lifecycle while guaranteeing reproducibility. Pachyderm provides data-driven automation, petabyte scalability and end-to-end reproducibility. Pachyderm Enterprise…
$0
Pricing
MLflowPachyderm
Editions & Modules
No answers on this topic
Pachyderm Enterprise Edition
$0
Pachyderm Community Edition
$0
Pachyderm Enterprise Edition
$0
Pachyderm Community Edition
$0
Offerings
Pricing Offerings
MLflowPachyderm
Free Trial
NoYes
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Best Alternatives
MLflowPachyderm
Small Businesses
Google Cloud AI
Google Cloud AI
Score 8.2 out of 10
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Google Cloud AI
Score 8.2 out of 10
Medium-sized Companies
Google Cloud AI
Google Cloud AI
Score 8.2 out of 10
Google Cloud AI
Google Cloud AI
Score 8.2 out of 10
Enterprises
Dataiku
Dataiku
Score 8.2 out of 10
Dataiku
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Score 8.2 out of 10
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User Testimonials
MLflowPachyderm
ScreenShots

Pachyderm Screenshots

Screenshot of Automated Data Versioning - Pachyderm’s Data Versioning gives teams an automated and performant way to keep track of all data changesScreenshot of Data-Driven Pipelines - Pachyderm’s Containerized Pipelines speed data processing while lowering compute costsScreenshot of Immutable Data Lineage - Pachyderm’s Data Lineage provides an immutable record for all activities and assets in the ML lifecycleScreenshot of Console - The Pachyderm Console provides an intuitive visualization of your DAG (directed acyclic graph) and aids in reproducibilityScreenshot of Notebooks - Pachyderm’s JupyterLab Mount Extension provides a point-and-click interface to Pachyderm versioned dataScreenshot of Enterprise Administration - Pachyderm provides robust tools for deploying and administering Pachyderm at scale across different teams in your organization