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Compare Comet.ml and Weights & Biases 
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At a Glance
Market Segments
Mid-Market (50.0% of reviews)
Small-Business (54.8% 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)
Pros & Cons
Not enough data
Entry-Level Pricing
Free
Browse all 3 pricing plansWeights & Biases
Star Rating
(44)4.7 out of 5
Market Segments
Small-Business (54.8% of reviews)
Pros & Cons
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 Cataloging feature with a score of 8.0, but reviewers mention that Weights & Biases excels in this area with a score of 8.6, highlighting its superior organization and ease of access to experiments.
- Reviewers mention that the Monitoring capabilities of Weights & Biases are particularly strong, scoring 9.3, while Comet.ml's score of 8.7 indicates it is effective but not as robust, with users appreciating the real-time tracking features in Weights & Biases.
- Users on G2 report that Comet.ml's Ease of Use is rated at 8.3, which is commendable, but Weights & Biases shines with a higher score of 8.9, with reviewers noting its intuitive interface and user-friendly design.
- G2 users highlight that Weights & Biases has a better Collaboration feature, scoring 8.5 compared to Comet.ml's 7.7, with users appreciating the seamless sharing of results and team collaboration tools in Weights & Biases.
- Reviewers mention that Comet.ml's Scalability is rated at 7.3, which may limit its effectiveness for larger teams, while Weights & Biases scores 8.3, with users reporting that it handles larger datasets and team sizes more efficiently.
- Users say that both products offer Versioning capabilities, but Weights & Biases scores higher at 8.5 compared to Comet.ml's 8.0, with reviewers noting that the version control in Weights & Biases is more comprehensive and user-friendly.
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
37
Ease of Use
8.3
7
8.9
37
Ease of Setup
Not enough data
9.0
24
Ease of Admin
Not enough data
Not enough data
Quality of Support
8.3
6
9.2
28
Has the product been a good partner in doing business?
Not enough data
Not enough data
Product Direction (% positive)
8.1
6
8.4
36
Features by Category
Deployment
8.3
5
8.1
28
7.7
5
8.5
27
8.0
5
8.5
26
8.7
5
8.7
27
7.3
5
8.3
27
Deployment
7.3
5
8.3
26
7.7
5
8.6
27
8.3
5
8.5
25
7.7
5
8.3
27
7.7
5
8.2
27
Management
8.0
5
8.6
26
8.7
5
9.3
28
7.3
5
7.7
25
8.0
5
8.4
24
Operations
8.0
5
8.9
28
7.0
5
7.7
25
7.7
5
8.5
28
Management
7.7
5
8.3
26
8.0
5
9.3
28
6.7
5
7.6
23
Generative AI
Not enough data
5.6
9
Not enough data
5.9
9
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
31.0%
Computer Software
28.6%
Biotechnology
9.5%
Information Technology and Services
4.8%
Consumer Electronics
4.8%
Other
21.4%
Alternatives
Discussions
Comet.ml has no discussions with answers
Weights & Biases has no discussions with answers
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