Compare Comet.ml and Weights & Biases 
At a Glance
Market Segments
Mid-Market (50.0% of reviews)
Small-Business (51.3% of reviews)
Entry-Level Pricing
Free
Free 1 User Per Month
Comet.ml
Star Rating
(12)4.3 out of 5
Market Segments
Mid-Market (50.0% of reviews)
Entry-Level Pricing
Free
Browse all 3 pricing plansWeights & Biases
Star Rating
(41)4.7 out of 5
Market Segments
Small-Business (51.3% of reviews)
Entry-Level Pricing
Free 1 User Per Month
Browse all 3 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Comet.ml offers a solid monitoring feature with a score of 8.7, but reviewers mention that Weights & Biases excels in this area with a higher score of 9.3, indicating a more robust monitoring capability for tracking experiments.
- Reviewers mention that while Comet.ml has a decent cataloging feature rated at 8.0, Weights & Biases shines with a score of 8.6, suggesting better organization and management of machine learning models.
- G2 users highlight that Comet.ml's framework flexibility is rated at 7.7, which is lower than Weights & Biases' score of 8.5, indicating that Weights & Biases supports a wider range of frameworks for model development.
- Users on G2 report that Comet.ml's ease of use is rated at 8.3, while Weights & Biases scores higher at 8.9, suggesting that Weights & Biases may provide a more user-friendly experience for new users.
- Reviewers say that Comet.ml's versioning feature is rated at 8.0, which is slightly lower than Weights & Biases' score of 8.5, indicating that Weights & Biases may offer more advanced version control for models.
- Users report that Comet.ml has a scalability score of 7.3, which is notably lower than Weights & Biases' score of 8.3, suggesting that Weights & Biases may be better suited for larger projects and teams looking to scale their machine learning efforts.
Pricing
Entry-Level Pricing
Weights & Biases
Personal
Free
1 User Per Month
Weights & Biases is free for personal projects.
- Unlimited Experiments
- Unlimited Tracked Hours
- 100 GB storage and artifacts tracking
Free Trial
Comet.ml
No trial information availableWeights & Biases
No trial information availableRatings
Meets Requirements
7.9
7
9.0
34
Ease of Use
8.3
7
8.9
34
Ease of Setup
Not enough data
9.0
21
Ease of Admin
Not enough data
Not enough data
Quality of Support
8.3
6
9.2
26
Has the product been a good partner in doing business?
Not enough data
Not enough data
Product Direction (% positive)
8.1
6
8.2
33
Features by Category
Deployment
8.3
5
8.3
25
7.7
5
8.5
25
8.0
5
8.5
24
8.7
5
8.6
25
7.3
5
8.3
25
Deployment
7.3
5
8.3
25
7.7
5
8.6
26
8.3
5
8.5
24
7.7
5
8.3
26
7.7
5
8.2
26
Management
8.0
5
8.6
24
8.7
5
9.3
26
7.3
5
7.7
23
8.0
5
8.5
22
Operations
8.0
5
8.9
26
7.0
5
7.8
23
7.7
5
8.5
26
Management
7.7
5
8.3
24
8.0
5
9.3
25
6.7
5
7.5
21
Generative AI
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Categories
Categories
Shared Categories
Comet.ml and Weights & Biases are categorized as MLOps Platforms
Unique Categories
Comet.ml has no unique categories
Weights & Biases has no unique categories
Reviews
Reviewers' Company Size
Comet.ml
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Weights & Biases
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Computer Software
33.3%
Telecommunications
8.3%
Research
8.3%
Information Technology and Services
8.3%
Hospital & Health Care
8.3%
Other
33.3%
Research
30.8%
Computer Software
25.6%
Biotechnology
10.3%
Information Technology and Services
5.1%
Consumer Electronics
5.1%
Other
23.1%
Most Helpful Reviews
Comet.ml
Most Helpful Favorable Review
Abhinav J.
Verified User in Computer Software
Comet. Ml helps my team to track their ML models and also visualize them; the dashboards graphs provided by comet provide a detailed view of the model.
Most Helpful Critical Review
Weights & Biases
Most Helpful Favorable Review
jimmy s.
Verified User in Research
I first learned about w&b 5 years ago in high school, and used it for a few projects. I now use it every day and have convinced several colleagues in and out of the lab to use w&b.
Most Helpful Critical Review
Kilian F.
Verified User in Computer Software
Working in teams is limited in the free version
Abhinav J.
Verified User in Computer Software
Comet. Ml helps my team to track their ML models and also visualize them; the dashboards graphs provided by comet provide a detailed view of the model.
jimmy s.
Verified User in Research
I first learned about w&b 5 years ago in high school, and used it for a few projects. I now use it every day and have convinced several colleagues in and out of the lab to use w&b.
Kilian F.
Verified User in Computer Software
Working in teams is limited in the free version
Alternatives
Discussions
Comet.ml has no discussions with answers
Weights & Biases has no discussions with answers
Hunting for software insights?
With over 2.5 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
or continue with
Gmail.com addresses not permitted. A business domain using Google is allowed.
By proceeding, you agree to our Terms of Use and Privacy Policy