Platform
  • Experiments
    Lightweight experiment tracking
  • Reports
    Collaborative dashboards
  • Artifacts
    Dataset and model versioning
  • Tables
    Interactive data visualization
  • Sweeps
    Hyperparameter optimization
  • Models
    Centralized model registry
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    Automated ML workflows
Solutions
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    & entertainment
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Pricing

Build cutting-edge models in half the time

Free teams available for academics

Cloud-Hosted
Private Hosting

Personal

Free
Personal accounts
Sign up
  • For personal projects only. Corporate use not allowed, must use Starter or Enterprise plans.

  • Unlimited experiments

  • Unlimited tracked hours*

  • 100 GB storage and artifacts tracking included. For additional storage, see prices.

Starter

$50 / mo
Per user, billed annually
SIGN UP + CREATE TEAM

First 250 tracked hours* free

  • Tier 1: $50/user/mo from 250 to 5000 cumulative tracked hours*

  • Tier 2: $100/user/mo from 5,000 to 10,000 cumulative tracked hours*

  • Tier 3: $150/user/mo from 10,000 to 15,000 cumulative tracked hours*

  • One team, up to 10 users

  • Email and chat support

  • 100 GB storage and artifacts tracking included. For additional storage, see prices.

Enterprise

Contact Us
Custom plans available
Contact sales
  • Flexible deployment options

  • Unlimited tracked hours* tracked

  • Dedicated Machine Learning Engineer & CSM to ensure success

  • Dedicated support channel

  • Support SLA

  • Custom storage plan

  • Single sign on

  • Service account for CI workflows

Personal

Free
Personal accounts
1 pip install wandb
2 wandb server start
Try now with two lines of code!
  • For personal projects only. Corporate use not allowed.

  • Unlimited experiments

  • Unlimited tracked hours*

  • 100 GB storage and artifacts tracking included.  For additional storage, see prices

  • Run a W&B server locally on any machine with Docker and Python installed


    ‍
    ‍
    ‍

get started

Enterprise

Contact Us
Custom plans available
1 pip install wandb
2 wandb server start
Try now with two lines of code & a free Enterprise Trial license
  • Flexible deployment options

  • Unlimited tracked hours* tracked

  • Dedicated Technical Account Manager to ensure success

  • Dedicated support channel

  • Support SLA

  • Custom storage plan

  • Service account for CI workflows

  • Run a W&B server locally on your own infrastructure with a free enterprise trial license

GET STARTED
*What is a tracked hour?: A tracked hour is wall-clock time when training a model. If your model takes 8 hours to train, you have used 8 tracked hours. Today, this is irrespective of GPU quality, speed, etc.
Compare Plans

Academic research teams

Use W&B to coordinate projects remotely, like Google Drive for machine learning.

create a team

Managed W&B Private Cloud

Need HIPAA compliance, or have data that can't leave your system? Install W&B locally, on your own servers.

Try local

Why use Weights & Biases?

1
Automatic Tracking

Tired of pasting results into a spreadsheet? Track models automatically.

2
Model Debugging

Debug model issues quickly with logs, charts, and tables of tracked results.

3
Collaboration

Quickly share findings and discuss model results with your team.

4
Reproducibility

Use W&B’s reliable system of record to make all models reproducible.

Proudly supporting 100,000+ ML practitioners at 200+ companies and institutions

Compare plans

Get Started

Personal

Free

Starter

$50 / mo per user

Enterprise

Contact us

Dashboard: Experiment tracking

Hosting and installation
SaaS available

Log data to W&B from any machine, and visualize all the results in a central, hosted cloud dashboard

Private Cloud available

Self-host your own installation of W&B for complete control of where data is visualized and stored.

ML project management
Public projects

Public projects are useful to make accessible landing pages for published ML work

Private projects

Private projects keep all your logged data and visualizations secure, only visible to you and your team

Data retention

We offer unlimited retention, so all data you've logged will be safe and secure in our system for future reproducibility.

Unlimited
Unlimited
Unlimited
Team management
Collaborative teams

Use W&B Teams to privately collaborate on ML projects and share results internally.

1
1
Unlimited
Team members

Team members each have their own W&B account and can be invited to your team, just like GitHub.

1
10
Unlimited
Tracked hours

Each time you track an experiment, we add the runtime to the total tracked hours calculation for your team.

Unlimited
5000
Unlimited
Service account

Enterprise customers can create multiple teams, allowing them to segment access across users, and restrict access to particular datasets or resources.

Single sign on

Let users securely authenticate with their central credentials for your organization.

Artifacts: Data versioning

Dataset versioning

Automatically version logged datasets, with diffing and deduplication handled by Weights & Biases, behind the scenes.

Interactive directed graphs

Click through the UI to explore the relationship between a given dataset and the models in your pipeline, or identify all the precursor steps to a model you currently have in production.

Queryable tables for predictions

Log and visualize predictions across models to identify issues in training, or find commonly misclassified examples that might need to be relabeled.

Sweeps: Hyperparameter optimization

Advanced sweeps dashboards

Default sweeps dashboards are populated with a parallel coordinates chart and parameter importance panel, giving you fast access to insights about what hyperparameter combinations are the most effective.

Hyperparameter searches

Run automated sweeps to quickly find the best hyperparameters for your models, and use advanced features like early stopping to save compute resources.

Personal

Free

Starter

$50.00/mo per user

Enterprise

Custom

Dashboard: Experiment tracking

Hosting and installation
SaaS available

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Private Cloud available

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ML project management
Public projects

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Private projects

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Data retention

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Unlimited
Team management
Collaborative team

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Team members

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Service account

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Access controls

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Single sign on

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Artifacts: Data versioning

Dataset versioning with deduplication

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Interactive directed graphs

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Queryable table for predictions

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Sweeps: Hyperparameter optimization

Advanced sweeps dashboards

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Hyperparameter searches

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Concurrent search agents

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10

Dashboard: Experiment tracking

Hosting and installation
SaaS available

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Private Cloud available

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ML project management
Public projects

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Private projects

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Data retention

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Unlimited
Team management
Collaborative team

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1
Team members

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Up to 10
Service account

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Access controls

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Single sign on

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Artifacts: Data versioning

Dataset versioning with deduplication

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Interactive directed graphs

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Queryable table for predictions

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Sweeps: Hyperparameter optimization

Advanced sweeps dashboards

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Hyperparameter searches

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Concurrent search agents

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10

Dashboard: Experiment tracking

Hosting and installation
SaaS available

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Private Cloud available

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ML project management
Public projects

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Private projects

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Data retention

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Unlimited
Team management
Collaborative team

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Unlimited
Team members

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Unlimited
Service account

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Access controls

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Single sign on

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Artifacts: Data versioning

Dataset versioning with deduplication

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Interactive directed graphs

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Porta aliquam orci at consectetur id sed. Proin nec nunc ultrices.

Queryable table for predictions

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Sweeps: Hyperparameter optimization

Advanced sweeps dashboards

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Hyperparameter searches

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Concurrent search agents

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Unlimited
‍

Lineage & Tracking

Storage and Artifacts are free up to 100GB, then usage is billed monthly.
You have complete control of what is logged in W&B. You can curate and delete data from the system at any time.

Storage

The hosting costs of files saved to W&B servers

  • 100 GB included free

  • $0.08 per GB up to 10 TB

  • $0.06 per GB up to 100 TB

  • $0.05 per GB up to 1000 TB

Artifacts

Files explicitly tracked with artifacts for reproducibility

  • 100 GB included free

  • $0.05 per GB up to 10 TB

  • $0.03 per GB up to 100 TB

  • $0.02 per GB up to 1000 TB

Custom plans available.

Contact sales

Key Values of
Weights & Biases

How our lightweight, interoperable tools empower your ML team

Reliable, automatic experiment tracking

Develop better models faster

Enable faster model development

Use the single, central system of record to save all the relevant metadata for your models automatically, so you can focus on model training. Spend more time in a flow state.

Debug model training seamlessly

Use live dashboards, with system metrics and terminal logs for each experiment, to understand bottlenecks and debug model training quickly, without hopping between tools.

Compare the latest results to previous baseline

Quickly understand what architecture and hyperparameter choices work, and focus on training new models. Avoid slowly digging through scattered files of manually-tracked results.

Key insights from experiment tracking

  • How are the latest experiments doing, compared to previous model versions?

  • Is this model running out of GPU memory? What are the system bottlenecks?

  • How does this hyperparameter affect accuracy across different classes?

  • What do sample predictions look like from this model?

Persistent knowledge base

Capture valuable insights centrally

A lab notebook for every ML experiment

Every time you run a new experiment, W&B captures the changes you made and gives you a place to jot down notes. Quickly compare your latest results with previous baselines.

Reproduce any experiment

Automatically track the exact version of the code, hyperparameters, and even the dataset your model trained on. Trace back exactly where your resulting models came from.

Transparent, understandable results

Annotate findings inside the central W&B system, so your models can speak for themselves. Use interactive notes, comments, and reports to clearly explain your research.

Key insights from a persistent knowledge base

  • Where are all the model files stored for this project?

  • What have we tried already, and what avenues should we explore next for improving this model?

  • What are the key findings from this research?

Machine learning team management

Move quickly on big projects, and make handoffs seamless

Easily track anywhere, on any infrastructure

Train on whatever compute is available - AWS, GCP, Azure, or the GPU box in the office. All results are organized in a central place.

Modular, interoperable solutions

Pick the tools that solve your problems best. With W&B, you're not locked in to an end-to-end platform. We pride ourselves on making our tools play well with other systems.

Stay focused on the hard problems

Spend more time in a flow state, and less time doing tedious tracking. With W&B, you can focus on the hard machine learning problems, and let us take care of tracking all the details to make the models reproducible.

Key insights from team management

  • How should new team members get started contributing to this ML project?

  • When someone leaves the team, how is their research saved and communicated?

  • How are all our projects doing, across the organization? Are any particular projects roadblocked or stuck? Are certain projects performing better than expected?

Production model lineage

Version and track every artifact in your model pipeline

Reproducibility at scale

Know where a model comes from end to end, and what is running where.

Dataset versioning

  • Reliably capture all changes to the data you're using to train your models. ‍

  • Save datasets in any system: GCP, AWS, Azure, or even uploaded directly to W&B servers.

  • Clearly identify what downstream steps in your pipeline were affected by a change in data.

Model management

  • Capture all of your trained models in one central system.‍

  • Maintain a clear picture of all the data, preprocessing, and evaluation that was done on each model.

  • Trace back the lineage of any production model to the exact code and data that it was trained on.

Key insights from artifacts

  • What data was this production model trained on?

  • How did relabeling a chunk of data affect the accuracy of this model?

  • This data was corrupted — what downstream models were affected by this issue?

  • How did changing this preprocessing step affect model accuracy?

Platform
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  • Reports
  • Tables
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