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MLOps Platforms
Comet.ml
Weights & Biases
Comet.ml-vs-Weights & Biases
Compare Comet.ml and Weights & Biases
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MLOps Platforms
All Reviewers
Small-Business Reviewers
Mid-Market Reviewers
Large Enterprise Reviewers
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At a Glance
Pricing
Ratings
Features
Reviews
Alternatives
Discussions
Add Product
Comet.ml
(12)
4.3
out of
5
Comet.ml
By
Comet.ml
Weights & Biases
(44)
4.7
out of
5
Weights & Biases
By
Weights & Biases
At a Glance
Star Rating
(12)
4.3
out of
5
(44)
4.7
out of
5
Market Segments
Mid-Market (50.0% of reviews)
Information
Small-Business (54.8% of reviews)
Information
Pros & Cons
Not enough data
Ease of Use
(7)
Features
(4)
Performance Issues
(4)
Lack of Tools
(3)
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)
Information
Pros & Cons
Not enough data
Entry-Level Pricing
Free
Browse all 3 pricing plans
Weights & Biases
Star Rating
(44)
4.7
out of
5
Market Segments
Small-Business (54.8% of reviews)
Information
Pros & Cons
Ease of Use
(7)
Features
(4)
Performance Issues
(4)
Lack of Tools
(3)
Entry-Level Pricing
Free
1 User Per Month
Browse all 3 pricing plans
Comet.ml vs Weights & Biases
Reviewers felt that Weights & Biases meets the needs of their business better than Comet.ml.
When comparing quality of ongoing product support, reviewers felt that Weights & Biases is the preferred option.
For feature updates and roadmaps, our reviewers preferred the direction of Weights & Biases over Comet.ml.
Pricing
Entry-Level Pricing
Comet.ml
Free
Free
LLM tracing
Datasets and experiments
LLM-as-a-judge metrics
Browse all 3 pricing plans
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
Browse all 3 pricing plans
Free Trial
Comet.ml
No trial information available
Weights & Biases
No trial information available
Ratings
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
MLOps Platforms
Hide 22 Features
Show 22 Features
7.8
5
8.2
31
Deployment
Language Flexibility
8.3
(won by 0.2)
5
8.1
28
Framework Flexibility
7.7
5
8.5
(won by 0.8)
27
Versioning
8.0
5
8.5
(won by 0.5)
26
Ease of Deployment
8.7
(tied score)
5
8.7
(tied score)
27
Scalability
7.3
5
8.3
(won by 1.0)
27
Deployment
Language Flexibility
7.3
5
8.3
(won by 1.0)
26
Framework Flexibility
7.7
5
8.6
(won by 0.9)
27
Versioning
8.3
5
8.5
(won by 0.2)
25
Ease of Deployment
7.7
5
8.3
(won by 0.6)
27
Scalability
7.7
5
8.2
(won by 0.5)
27
Management
Cataloging
8.0
5
8.6
(won by 0.6)
26
Monitoring
8.7
5
9.3
(won by 0.6)
28
Governing
7.3
5
7.7
(won by 0.4)
25
Model Registry
8.0
5
8.4
(won by 0.4)
24
Operations
Metrics
8.0
5
8.9
(won by 0.9)
28
Infrastructure management
7.0
5
7.7
(won by 0.7)
25
Collaboration
7.7
5
8.5
(won by 0.8)
28
Management
Cataloging
7.7
5
8.3
(won by 0.6)
26
Monitoring
8.0
5
9.3
(won by 1.3)
28
Governing
6.7
5
7.6
(won by 0.9)
23
Generative AI
AI Text Generation
Not enough data
5.6
(won by default)
9
AI Text Summarization
Not enough data
5.9
(won by default)
9
Categories
Categories
Shared Categories
Comet.ml
Weights & Biases
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.)
41.7%
Mid-Market
(51-1000 emp.)
50.0%
Enterprise
(> 1000 emp.)
8.3%
Weights & Biases
Small-Business
(50 or fewer emp.)
54.8%
Mid-Market
(51-1000 emp.)
28.6%
Enterprise
(> 1000 emp.)
16.7%
Small-Business
(50 or fewer emp.)
41.7%
54.8%
Mid-Market
(51-1000 emp.)
50.0%
28.6%
Enterprise
(> 1000 emp.)
8.3%
16.7%
Reviewers' Industry
Comet.ml
Computer Software
33.3%
Telecommunications
8.3%
Research
8.3%
Information Technology and Services
8.3%
Hospital & Health Care
8.3%
Other
33.3%
Weights & Biases
Research
31.0%
Computer Software
28.6%
Biotechnology
9.5%
Information Technology and Services
4.8%
Consumer Electronics
4.8%
Other
21.4%
Alternatives
Comet.ml Alternatives
neptune.ai
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Databricks Data Intelligence Platform
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Vertex AI
Add Vertex AI
SAP HANA Cloud
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Weights & Biases Alternatives
neptune.ai
Add neptune.ai
ClearML
Add ClearML
DVC
Add DVC
Databricks Data Intelligence Platform
Add Databricks Data Intelligence Platform
See all alternatives
Discussions
Comet.ml Discussions
Comet.ml has no discussions with answers
See all discussions
Weights & Biases Discussions
Weights & Biases has no discussions with answers
See all discussions
Ask Comet.ml a Question
Contact Comet.ml
Ask Weights & Biases a Question
Contact Weights & Biases
Spotlight Categories
Accounts Payable Automation Software
Compensation Management Software
Integration Platform as a Service (iPaaS) Solutions
Social Media Listening Tools
At a Glance
Pricing
Ratings
Features
Reviews
Alternatives
Discussions
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Comet.ml
Weights & Biases
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