# Comet Software Reviews, Demo & Pricing - 2026 > Review of Comet Software: system overview, features, price and cost information. Get free demos and compare to similar programs. Source: https://www.softwareadvice.com/product/358058-Comet --- [Home](https://www.softwareadvice.com/) / [Machine Learning Software](https://www.softwareadvice.com/machine-learning/) / Comet Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. Overview [Reviews](https://www.softwareadvice.com/product/358058-Comet/reviews/) # Comet 2026: Benefits, Features & Pricing On this page - Overview - User Interface - Popular Alternatives - Pricing and Plans - Features - User Reviews ## Overview Comet 4.3 [(12)](https://www.softwareadvice.com/product/358058-Comet/reviews/) Pricing Starting at $179.00 per month ### About Comet Designed for businesses of all sizes, Comet is a cloud-based and on-premise platform built for teams who need to optimize their machine-learning models. It provides a platform for building and managing machine learning algorithms, integrating with existing infrastructure to give users tools for monitoring models from training runs through production. Comet can automatically save and track datasets from training runs to production, making it easy for users to manage their experiments. It also lets users track the history of a project's dataset, debug models and reproduce results—all while collaborating with other researchers. Additionally, Comet offers model monitoring as part of its suite of tools for better visibility and collaboration. ## Comet User Interface ## Popular Comet Alternatives Main Product Comet 4.3 [(12)](https://www.softwareadvice.com/product/358058-Comet/reviews/) Ratings Breakdown - 4.33Ease of use - 4.33Value for money - 4.44Customer support - 4.33Functionality Pricing Starting at $179.00 per month Alternative Product [VideoExpress](https://www.softwareadvice.com/product/449984-VideoExpress/) 4.7 [(6876)](https://www.softwareadvice.com/product/449984-VideoExpress/reviews/) Ratings Breakdown - 4.54Ease of use - 4.69Value for money - 4.53Customer support - 4.46Functionality Pricing Starting at $49.00 one time Alternative Product [Anyword](https://www.softwareadvice.com/ab-testing/anyword-profile/) 4.8 [(391)](https://www.softwareadvice.com/ab-testing/anyword-profile/reviews/) Ratings Breakdown - 4.82Ease of use - 4.64Value for money - 4.72Customer support - 4.75Functionality Pricing Starting at $39.00 per month Alternative Product [Appen](https://www.softwareadvice.com/translation-management/appen-profile/) 4.1 [(40)](https://www.softwareadvice.com/translation-management/appen-profile/reviews/) Ratings Breakdown - 3.95Ease of use - 4.03Value for money - 3.75Customer support - 3.98Functionality Pricing Available upon request Alternative Product [MarketingBlocks](https://www.softwareadvice.com/artificial-intelligence/marketingblocks-profile/) 4.8 [(277)](https://www.softwareadvice.com/artificial-intelligence/marketingblocks-profile/reviews/) Ratings Breakdown - 4.78Ease of use - 4.78Value for money - 4.73Customer support - 4.75Functionality Pricing Starting at $57.00 per month Alternative Product [Anaconda](https://www.softwareadvice.com/machine-learning/anaconda-profile/) 4.6 [(86)](https://www.softwareadvice.com/machine-learning/anaconda-profile/reviews/) Ratings Breakdown - 4.40Ease of use - 4.60Value for money - 4.0Customer support - 4.65Functionality Pricing Available upon request ## Comet Pricing and Plans Starting price: $179.00 per month Free Trial Free Version Basic $179.00 per user, per month No plan information available ## Comet Features - Popular features found in Machine Learning Data Import/Export Data Visualization Deep Learning Natural Language Processing Predictive Modeling - More features of Comet Machine Learning ML Algorithm Library Model Training Monitoring Third-Party Integrations Visual Analytics Visualization ## Comet User Reviews Overall Rating 4.3 Ratings Breakdown 5 42% 4 50% 3 8% 2 0% 1 0% Secondary Ratings Ease of Use 4.3 Value for money 4.3 Customer support 4.4 Functionality 4.3 Kareem M. Verified reviewer Computer Software 201-500 employees Used weekly for less than 6 months Review source Reviewed December 2022 Comet review 4 Ratings Breakdown 4 Ease of use 4 Functionality Pros: Comet is a good tool that is great in machine learning and deep learning. Cons: sadly, Comet software has no free trial. Read More SB Saurabh B. Verified reviewer Mechanical or Industrial Engineering 51-200 employees Used daily for more than 2 years Review source Reviewed June 2022 Best experiment tracking tool 4 It is a good software that helped me keep track of my Deep Learning experiments. Ratings Breakdown 5 Ease of use 5 Value for money 4 Customer support 5 Functionality 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 Reasons for switching to Comet Better overall features and a more extensive user base. Read More BM Brian M. Verified reviewer Renewables & Environment 11-50 employees Used monthly for free trial Review source Reviewed June 2022 Comet Review 3 Ratings Breakdown 4 Ease of use 4 Customer support 3 Functionality Pros: The reports feature which enabled one to embed different panels Cons: At first the learning process of how the software works was steep. Read More VR Verified Reviewer Computer Software 1001-5000 employees Used daily for less than 2 years Reviewed July 2022 Great Product. Easy to Use. Becoming expensive. 4 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. Ratings Breakdown 5 Ease of use 4 Value for money 5 Customer support 4 Functionality 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. Read More VR Verified Reviewer Computer Hardware 201-500 employees Used weekly for less than 12 months Review source Reviewed June 2022 Comet for DL and NLP Class 5 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. Ratings Breakdown 4 Ease of use 4 Functionality Pros: Great plotting tool, fast speed, and detailed documentation Cons: It is a bit hard to manage when there are too many experiment trails. Read More WW Witold W. Verified reviewer Research 501-1000 employees Used weekly for less than 2 years Review source Reviewed May 2022 It does its job perfectly well, and you can trick it into doing many other jobs. 5 I needed a tool that would help me in keeping track of my experiments. I got a whole set of tools that is perfect for my ML research Ratings Breakdown 4 Ease of use 5 Customer support 5 Functionality Pros: The ease of integration with existing pipelines and workflow is fantastic. I also love the new panels UI, it cuts down all configuration to a minimum Cons: The only thing which annoys me is the chaos in custom view settings. Most of the time i create some view, and when I want to reuse it later i have to create a whole new copy of it, which leads to constantly increasing the number of views. Read More KM Kalyan M. Verified reviewer Internet 1001-5000 employees Used weekly for less than 2 years Reviewed July 2022 Great Experimentation Tracker 4 Ratings Breakdown 3 Ease of use 3 Value for money 4 Customer support 5 Functionality 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 Read More HK Hiren K. Verified reviewer Information Technology and Services 2-10 employees Used weekly for less than 12 months Review source Reviewed June 2022 Easy to Integrate with Machine Learning Projects 5 Ratings Breakdown 5 Ease of use 5 Value for money 5 Customer support 5 Functionality 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. Read More TR Tejas R. Verified reviewer Research 51-200 employees Used daily for less than 12 months Review source Reviewed June 2022 Good product to track ML trainings and generated data 4 Ratings Breakdown 4 Ease of use 4 Value for money 4 Customer support 4 Functionality 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 Read More JD Joshua D. Verified reviewer Research 2-10 employees Used daily for free trial Review source Reviewed June 2022 Academic researcher-Overall incredibly useful for experiment organization 5 Ratings Breakdown 5 Ease of use 3 Functionality 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. Read More Showing 1 - 10 of 12 Reviews [See All Reviews](https://www.softwareadvice.com/product/358058-Comet/reviews/) ## See what companies are saying about Software Advice