# Comet Software Pricing, Alternatives & More 2026 | Capterra > With the help of Capterra, learn about Comet Software - reviews, pricing plans, popular comparisons to other Machine Learning products and more. Source: https://www.capterra.com/p/250644/Comet/pricing --- # Comet Software Review 2026: Features, Integrations, Pros & Cons Last updated on March 13, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. Independent research methodology Capterra’s researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. 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[Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/) [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Features](#features)[Pricing](#pricing)[Support](#support)[Reviews](#reviews) Comet ## What is Comet? Machine learning platform that enables data scientists & teams to track, compare, explain & optimize their experiments. ## What is Comet used for? [Deep Learning](https://www.capterra.com/deep-learning-software/)[Machine Learning](https://www.capterra.com/machine-learning-software/)[Artificial Intelligence](https://www.capterra.com/artificial-intelligence-software/) Overall rating Based on 12 user reviews Reviews sentiment Positive \- Neutral \- Negative \- Starting price $179 Per User, Per Month Free trial not available Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... Do you work for Comet?[Manage this product listing](https://digitalmarkets.gartner.com/get-listed/claim-bx?url=https://www.comet.ml&name=Comet) ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### Comet 4.3 (12) VS. [### Anaconda](https://www.capterra.com/p/191760/Anaconda/) [4.6 (86)](https://www.capterra.com/p/191760/Anaconda/reviews/) Starting Price $179 Per User, Per Month Starting Price Contact vendor Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 4.3 (12) Ease Of Use 4.4 (86) Value For Money 4.3 (6) Value For Money 4.6 (58) Customer Service 4.4 (9) Customer Service 4.0 (52) ## Comet alternatives [Labellerr](https://www.capterra.com/p/201456/Labellerr/) [4.6 (17)](https://www.capterra.com/p/201456/Labellerr/reviews/) Starting price $1000.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 94% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/201456/Labellerr/) Highest Rated [Machine Learning on AWS](https://www.capterra.com/p/251419/Machine-Learning-on-AWS/) [4.7 (6)](https://www.capterra.com/p/251419/Machine-Learning-on-AWS/#reviews) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/251419/Machine-Learning-on-AWS/) [NVIDIA GPU Cloud (NGC)](https://www.capterra.com/p/171055/DIGITS/) [4.5 (25)](https://www.capterra.com/p/171055/DIGITS/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/171055/DIGITS/) [Appen](https://www.capterra.com/p/210755/Appen/) [4.1 (40)](https://www.capterra.com/p/210755/Appen/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 83% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/210755/Appen/) [View all alternatives](https://www.capterra.com/p/250644/Comet/alternatives/) ## Features Features with the highest number of reviews are displayed first. Those that have no reviews appear next, sorted alphabetically. Data Visualization 4.0 (1) 200.00% of 1 reviewers that rated this feature as important or highly important Graphical representation of data ML Algorithm Library 4.0 (1) 0.00% of 1 reviewers that rated this feature as important or highly important Share, track, and store machine learning models and data. Third-Party Integrations 4.0 (1) 0.00% of 1 reviewers that rated this feature as important or highly important Set up connections to third-party platforms to improve business processes Visual Analytics 4.0 (1) 100.00% of 1 reviewers that rated this feature as important or highly important Interact with data visualization elements, such as charts and graphs, to drill down into data Machine Learning Enable businesses to implement machine learning algorithms on business data such as sales and revenue Model Training Process of testing an ML algorithm by feeding it training data to learn from Comet 8 features Graphical representation of data Enable businesses to implement machine learning algorithms on business data such as sales and revenue Share, track, and store machine learning models and data. Process of testing an ML algorithm by feeding it training data to learn from Observe and track the demand, usage, progress or quality of a system, product, or user Set up connections to third-party platforms to improve business processes Interact with data visualization elements, such as charts and graphs, to drill down into data Graphical representation of data or processes Features 4.3 (12) 4.3 Based on 12 reviews ## Pricing Value for money 4.3 (6) Free Version Basic $179.00 Per User,Per Month Value for money 4.3 (6) 4.3 Based on 6 reviews ## Support, customer service and training options Customer Service 4.4 (9) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 4.4 (9) 4.4 Based on 9 reviews ## User reviews Overall rating 4.3 Based on 12 reviews Filter by rating 5(5) 4(6) 3(1) 2(0) 1(0) Mentioned topic Sorted by most recent Kareem M. student Computer Software ### "Comet review" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 0.0 0.0 Likelihood to Recommend 8/10 December 2, 2022 Pros Comet is a good tool that is great in machine learning and deep learning. Cons sadly, Comet software has no free trial. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AU Anonymous User Data Scientist Computer Software ### "Great Product. Easy to Use. Becoming expensive." 4.0 Overall Rating 4.0 4.0 Ease of Use 5.0 5.0 Features 4.0 4.0 Customer Service 5.0 5.0 Likelihood to Recommend 8/10 July 25, 2022 We have really enjoyed using comet. It's been really easy to setup and makes experiment tracking and gaining insight into the model's performance so much better. The support has also been really good, especially when interacting through the Slack Connect channel. Unfortunately, the business has thought about moving away from the product due to the high cost of licenses. Pros Comet is really easy to setup and provides really useful visualizations without a ton of boilerplate code. A simple log\_asset() or log\_metric() call can go a long way into providing insight into how the model is training or performing with comet automatically generating graphs or confusion matrices or viewing images and predictions online. Cons Occasionally there are inconsistencies with what is offered in the Comet UI and what is available through the python SDK. This was observed when trying to automatically upload and tag models in the model registry. The price is also becoming a factor on whether or not we move away from comet. Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. KM Kalyan M. Data Scientist Internet ### "Great Experimentation Tracker" 4.0 Overall Rating 4.0 4.0 Ease of Use 3.0 3.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 7/10 July 25, 2022 Pros Comet ML provides an integrated platform to track experiments, log assets/metrics and also provide various visualizations. It is a great tool to maintain and reproduce models Cons The documentation could be improved and also the panels needs to be improved for accessibility Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. SB Saurabh B. Student Mechanical or Industrial Engineering ### "Best experiment tracking tool" 4.0 Overall Rating 4.0 4.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 9/10 June 19, 2022 It is a good software that helped me keep track of my Deep Learning experiments. Pros Experiment tracking and collaboration is accessible on this platform Also easy to upload files Cons Limited file size upload. It throws errors for bigger file size Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. AJ Arnaud J. student Computer Software ### "Good product" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 10/10 June 15, 2022 Pros Ease of use and usability within a team. Cons Team size is limited on academic plan makes it hard to organize Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. TR Tejas R. Research Associate Research ### "Good product to track ML trainings and generated data" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 June 14, 2022 Pros Easy to use and integrate, can track data from any device, can also check from mobile phone on the go Cons Data organisation of old trials could be done better Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. JD Joshua D. Ph. D student Research ### "Academic researcher-Overall incredibly useful for experiment organization" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 3.0 3.0 Customer Service 0.0 0.0 Likelihood to Recommend 10/10 June 7, 2022 Pros Comet is fairly easy to set up and use, and has the ability to store different types of results. The panel system makes it easy to compare across hyperparameters and the community panels are well developed. Cons The UI can be slow as more experiments are added an occasionally there are minor bugs which are manageable. Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. BM Brian M. Data Analyst Renewables & Environment ### "Comet Review" 3.0 Overall Rating 3.0 3.0 Ease of Use 4.0 4.0 Features 3.0 3.0 Customer Service 4.0 4.0 Likelihood to Recommend 7/10 June 7, 2022 Pros The reports feature which enabled one to embed different panels Cons At first the learning process of how the software works was steep. Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. AU Anonymous User Research Assistant Computer Hardware ### "Comet for DL and NLP Class" 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 0.0 0.0 Likelihood to Recommend 7/10 June 6, 2022 I had several deep learning and NLP classes with Comet. This software is recommended by the class. The overall usage is pretty good, with easy setup and grading, and their intuitive interface. Pros Great plotting tool, fast speed, and detailed documentation Cons It is a bit hard to manage when there are too many experiment trails. Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. HK Hiren K. Machine Learning Engineer Information Technology and Services ### "Easy to Integrate with Machine Learning Projects" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 June 4, 2022 Pros I have explored bunch of other experimentation platform for ML projects but Comet is my most favourite tool by far as it provides easy integration with major ML frameworks such as Scikit-learn, Pytorch, Tensorflow, Keras, and so on. In addition to that, it supports multiple programming languages. Cons I don't feel any major features Comet is missing as most of the experimentation in ML projects already fulfilled. Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. [View all Reviews](https://www.capterra.com/p/250644/Comet/reviews/) ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Independent research methodology Capterra's researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. [Learn more](https://www.capterra.com/resources/proprietary-data-research/) How Capterra verifies reviews Capterra carefully verified over 2.5 million+ reviews to bring you authentic software experiences from real users. Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI. [Learn more](https://www.capterra.com/resources/how-we-verify-reviews/) How Capterra ensures transparency Capterra lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. Capterra is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider's website. [Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/)