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Pachyderm vs. Weights & Biases

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Pachyderm

    N/AN/APachyderm 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

    Weights & Biases

    Score10 out of 10
    N/AWeights & Biases helps machine learning teams build better models. Practitioners can debug, compare and reproduce their models — architecture, hyperparameters, git commits, model weights, GPU usage, datasets and predictions — and collaborate with their teammates.

    $50

    per month per user

    Pricing
    PachydermWeights & Biases
    Editions & Modules
    Pachyderm Enterprise Edition
    $0
    Pachyderm Community Edition
    $0
    Pachyderm Enterprise Edition
    $0
    Pachyderm Community Edition
    $0
    Starter
    $50
    per month per user
    Enterprise
    custom pricing
    Offerings
    Pricing Offerings
    PachydermWeights & Biases
    Free Trial
    YesNo
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details
    More Pricing Information
    User Ratings
    PachydermWeights & Biases
    Likelihood to Recommend
    -
    (0 ratings)
    10.0
    (1 ratings)
    User Testimonials
    PachydermWeights & Biases
    Likelihood to Recommend
    Pachyderm
    No answers on this topic
    Weights & Biases
    No brainer to use it when doing ML experiments as it is very easy compared to any other open source tool. You don't have to host anything like in Tensorboard.
    Experiment details can be shared very easily with public using the reports
    Incentivized
    Read full review
    Pros
    Pachyderm
    No answers on this topic
    Weights & Biases
    • Metrics Logging
    • Hyperparmeters Sweeps
    • Model Artifcats
    Incentivized
    Read full review
    Cons
    Pachyderm
    No answers on this topic
    Weights & Biases
    • Dashboard lags when we log a lot of metrics
    • Improved support for matplotlib charts and documentation of wandb custom charts is not straghtforward
    Incentivized
    Read full review
    Return on Investment
    Pachyderm
    No answers on this topic
    Weights & Biases
    • Made it very easy to track experiments
    • Track ML and Business Metrics improvements across experiments
    • Reproduce runs which is essential in ML modelling
    Incentivized
    Read full review
    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

    Weights & Biases Screenshots

    Screenshot of Weights & Biases