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    Weights & Biases AI Development Platform for AWS

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    Weights & Biases provides AI developers with the tools needed to build models faster, fine-tune LLMs, and develop GenAI applications with confidence for enterprises of all sizes in any vertical.
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    Weights & Biases AI Development Platform for AWS

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    Overview

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    Weights & Biases provides AI developers with the tools needed to build models faster, fine-tune LLMs, and develop GenAI applications with confidence for enterprises of all sizes in any vertical. The company is trusted by over 1,300 customers including more than 30 foundation model builders.

    We provide a comprehensive developer platform to productionize AI. W&B Weave helps developers evaluate, monitor, and iterate to deliver LLM-powered applications, and W&B Models enables ML engineers to train, fine-tune, and manage AI models. Weights & Biases brings together all the tools you need for AI into a single, unified platform, delivering enterprise-level performance, scaling, governance, and security.

    Weights & Biases helps AI teams of all sizes:

    • Build system of record for AI
    • Run rigorous evaluations of AI applications
    • Debug AI applications pre-production and monitor them in production
    • Track experiments for reproducibility and governance
    • Track lineage for datasets, models, and metadata
    • Collect human feedback and annotations
    • Share insights interactively with collaborators
    • Implement CI/CD for AI models

    Highlights

    • W&B was created by AI engineers for AI engineers. Our mission is to build the best tools for Artificial Intelligence.
    • Weights & Biases is trusted by more than 1M AI practitioners and used by AI leaders including at OpenAI, Cohere, Toyota Research Institute, and others across industries.
    • Weights & Biases works seamlessly with any AI framework or existing architecture, whether in the cloud or on your own infrastructure.

    Details

    Delivery method

    Features and programs

    Financing for AWS Marketplace purchases

    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Pricing

    Free trial

    Try this product free according to the free trial terms set by the vendor. Usage-based pricing is in effect for usage beyond the free trial terms. Your free trial gets automatically converted to a paid subscription when the trial ends, but may be canceled any time before that.

    Weights & Biases AI Development Platform for AWS

     Info
    Pricing is based on the duration and terms of your contract with the vendor, and additional usage. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for overages or additional usage not covered in the contract. These charges are applied on top of the contract price. If you choose not to renew or replace your contract before the contract end date, access to your entitlements will expire.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    12-month contract (2)

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    Dimension
    Description
    Cost/12 months
    Annual Single User License for W&B Models
    Single user license for 12 months of W&B Models
    $4,800.00
    Annual Commitment for W&B Weave, 10GB
    Pricing is dependent on estimated usage of the platform.
    $25,000.00

    Additional usage costs (1)

     Info

    The following dimensions are not included in the contract terms, which will be charged based on your usage.

    Dimension
    Description
    Cost/unit
    overage
    Storage overage
    $0.001

    Vendor refund policy

    Non-Refundable. Unless otherwise expressly provided for in this agreement or the applicable Order Form, (i) all fees are based on services purchased and not on actual use; and (ii) all fees paid under this agreement are non-refundable.

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    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

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    Delivery details

    Software as a Service (SaaS)

    SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.

    Support

    Vendor support

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by HAQM Web Services.

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    Customer reviews

    Ratings and reviews

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    43 external reviews
    External reviews are sourced from G2  and are not included in the star rating for this product.
    Research

    Very useful quite powerful tool

    Reviewed on Mar 24, 2025
    Review provided by G2
    What do you like best about the product?
    Easy of use, ease of implementation, the possibility to gather all my results, ease of sharing results with teammates, It can compare a lot of data interactively which in other cases could be hard to implement
    What do you dislike about the product?
    It is online approach which is both strong and weak side, sometimes servers are bit laggy.
    What problems is the product solving and how is that benefiting you?
    It makes easy for me to store and analyze experiments results, which in case of using own implementation approach using matplotlib for example would require quite a lot of work.
    Amir Masoud N.

    Seamless Integration and Reliable Support: A Daily Essential for Machine Learning

    Reviewed on Mar 08, 2025
    Review provided by G2
    What do you like best about the product?
    It is highly and well integrated with libraries I am using like PyTorch Lightning. Many times I have set that up because it was very easy, and after a while, it has happened that I lost part of my results, and W&B helped me to easily recover them through the logs, which without it, I probably wouldn't have. The next and very important feature to me is that I can use many different machines and servers at the same time and without being worried about gathering all results together, then using tools like TensorBoard, having them online without any effort(most of the time saves me when I am using supercomputers). It is part of my daily tools, and when I am teaching students machine learning, in very early sessions after teaching them visualization, I will have them use W&B to repeat whatever they have learned so far. I have never had any problem with W&B, but I have heard from one of my friends, whom I recommended he use W&B, that customer support is very fast and experienced.
    What do you dislike about the product?
    Sometimes it is bothering me when I am looking for very basic functionality of W&B and it doesn't provided good documentation for that.
    What problems is the product solving and how is that benefiting you?
    Monitoring training models is an integral part of my research ad W&B made it easy for me.
    Simon S.

    Review for wandb

    Reviewed on Jan 28, 2025
    Review provided by G2
    What do you like best about the product?
    I like the flexibility to log custom parameters, and the colorful comparisons between models in for instance confusion matrices.
    What do you dislike about the product?
    There are a couple of features I would have liked, such as the ability to set a global normalization flag, or controlling which windows stay on screen on reload, maybe these features exist, in that case I just haven't been able to find them
    What problems is the product solving and how is that benefiting you?
    We build image classification software, and for that it is very useful to track model performance
    Research

    The fastest way to log your training runs

    Reviewed on Jan 07, 2025
    Review provided by G2
    What do you like best about the product?
    Everything works almost out of the box and it has a "nice look" once logged in
    What do you dislike about the product?
    I really can't resize images and masked images the way I want inside the GUI and looking at images on mobile is quite a nightmare
    What problems is the product solving and how is that benefiting you?
    Logging my training runs. I could achieve the same result with tensorboard (and alike) + saving images and masks and periodically generating a webpage that shows them, but W&B already offers that and much more
    Higher Education

    Great platform for DNN training support

    Reviewed on Dec 09, 2024
    Review provided by G2
    What do you like best about the product?
    Visualization of data from different perspective
    What do you dislike about the product?
    Nothing really, maybe it can be good to customize the hardware monitoring interval
    What problems is the product solving and how is that benefiting you?
    It helps me learn the progress of my machine learning training jobs
    View all reviews