Compare Comet.ml and neptune.ai 
At a Glance
Market Segments
Mid-Market (50.0% of reviews)
Small-Business (42.3% of reviews)
Entry-Level Pricing
Free
Free
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 plansneptune.ai
Star Rating
(52)4.6 out of 5
Market Segments
Small-Business (42.3% of reviews)
Entry-Level Pricing
Free
Free Trial is available
Browse all 4 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Comet.ml has a solid Metrics feature, scoring 8.0, but reviewers mention that neptune.ai excels with a score of 8.4, highlighting its more comprehensive tracking capabilities for experiments.
- Reviewers mention that the Collaboration tools in neptune.ai are particularly strong, achieving a score of 9.3, while Comet.ml's score of 7.7 indicates it may lack some advanced collaborative features that teams find essential.
- G2 users note that neptune.ai's Monitoring capabilities are superior, with a score of 9.1, compared to Comet.ml's 8.0, suggesting that users find neptune.ai more effective for real-time performance tracking.
- Users on G2 report that Comet.ml's Framework Flexibility is rated at 7.7, which some find limiting, while neptune.ai shines with a score of 9.3, allowing for a broader range of integrations with various machine learning frameworks.
- Reviewers mention that the Quality of Support for neptune.ai is outstanding, scoring 9.7, while Comet.ml's score of 8.3 indicates that users may experience slower response times or less comprehensive support.
- Users say that the Ease of Setup for neptune.ai is particularly high, with a score of 9.4, making it more user-friendly for new users compared to Comet.ml, which lacks detailed setup guidance, reflected in its lower score.
Pricing
Entry-Level Pricing
neptune.ai
Free (Cloud SaaS)
Free
For teams starting out with experiment tracking
- Up to 3 users
- 1 workspace
- 1 project
Free Trial
Comet.ml
No trial information availableneptune.ai
Free Trial is available
Ratings
Meets Requirements
7.9
7
8.4
46
Ease of Use
8.3
7
9.1
50
Ease of Setup
Not enough data
9.3
30
Ease of Admin
Not enough data
8.7
9
Quality of Support
8.3
6
9.7
43
Has the product been a good partner in doing business?
Not enough data
8.7
9
Product Direction (% positive)
8.1
6
9.5
46
Features by Category
Deployment
8.3
5
8.9
34
7.7
5
9.4
36
8.0
5
9.0
37
8.7
5
Feature Not Available
7.3
5
8.8
31
Deployment
7.3
5
8.5
34
7.7
5
9.1
34
8.3
5
9.0
35
7.7
5
Feature Not Available
7.7
5
8.8
34
Management
8.0
5
8.4
32
8.7
5
9.0
35
7.3
5
8.3
31
8.0
5
8.4
32
Operations
8.0
5
8.3
32
7.0
5
Feature Not Available
7.7
5
9.2
32
Management
7.7
5
8.2
29
8.0
5
9.0
30
6.7
5
8.5
29
Generative AI
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Categories
Categories
Shared Categories
Comet.ml and neptune.ai are categorized as MLOps Platforms
Unique Categories
Comet.ml has no unique categories
neptune.ai has no unique categories
Reviews
Reviewers' Company Size
Comet.ml
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
neptune.ai
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%
Computer Software
28.8%
Research
9.6%
Insurance
9.6%
Biotechnology
9.6%
Program Development
5.8%
Other
36.5%
Most Helpful Reviews
Comet.ml
Most Helpful Favorable Review
Shreyas T.
Verified User in Research
It provides a single platform to share ML experiments and models. Helps to compare data and insights from different people in an efficient way. This helps save a lot of time.
Most Helpful Critical Review
neptune.ai
Most Helpful Favorable Review
Hiren N.
Verified User in Entertainment
- Excellent customer support - Good documentation - Easy to use API and implement - Great UI - Good service availabilty (almost no downtime) - Easy to integrate with different tools
Most Helpful Critical Review
Shreyas T.
Verified User in Research
It provides a single platform to share ML experiments and models. Helps to compare data and insights from different people in an efficient way. This helps save a lot of time.
Hiren N.
Verified User in Entertainment
- Excellent customer support - Good documentation - Easy to use API and implement - Great UI - Good service availabilty (almost no downtime) - Easy to integrate with different tools
Alternatives
Discussions
Comet.ml has no discussions with answers
What are the MLOps tools?
1 comment
YT
Common tools are DVC for data versioning, ClearML, AWS Sage Maker, Neptune and Qwak for experiment management, Aporia for model monitoring. Some tools are...Read more
neptune.ai has no more discussions with answers
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