--- title: "Comet Software Reviews, Demo & Pricing - 2026" description: "Review of Comet Software: system overview, features, price and cost information. Get free demos and compare to similar programs." source_url: "https://www.softwareadvice.com/product/358058-Comet/" page_type: "product" language: "en" --- [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 Review From $179/month Free version 1 plan 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 user per month Top Alternatives ### 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 [BigQuery](https://www.softwareadvice.com/bi/google-cloud-bigquery-profile/) 4.6 [(37)](https://www.softwareadvice.com/bi/google-cloud-bigquery-profile/#reviews) Ratings Breakdown - 4.41Ease of use - 4.24Value for money - 3.93Customer support - 4.65Functionality Pricing Starting at $0.01 per month Alternative Product [Minitab](https://www.softwareadvice.com/bi/minitab-profile/) 4.5 [(391)](https://www.softwareadvice.com/bi/minitab-profile/reviews/) Ratings Breakdown - 4.18Ease of use - 4.18Value for money - 4.24Customer support - 4.43Functionality Pricing Starting at $1851.00 per year Alternative Product [Rayven](https://www.softwareadvice.com/iot/rayven-profile/) 5.0 [(24)](https://www.softwareadvice.com/iot/rayven-profile/#reviews) Ratings Breakdown - 4.92Ease of use - 5.0Value for money - 4.96Customer support - 5.0Functionality Pricing Starting at $50.00 per month Alternative Product [Anaconda](https://www.softwareadvice.com/machine-learning/anaconda-profile/) 4.6 [(87)](https://www.softwareadvice.com/machine-learning/anaconda-profile/reviews/) Ratings Breakdown - 4.39Ease of use - 4.59Value for money - 3.98Customer support - 4.64Functionality Pricing Available upon request Alternative Product [Clickworker](https://www.softwareadvice.com/machine-learning/clickworker-profile/) 4.2 [(59)](https://www.softwareadvice.com/machine-learning/clickworker-profile/reviews/) Ratings Breakdown - 4.27Ease of use - 4.25Value for money - 4.41Customer support - 4.15Functionality 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 ## Comet customer ratings - Overall rating: 4.3/5 - Total reviews: 12 ### Rating distribution - 5 stars: 5 reviews (42%) - 4 stars: 6 reviews (50%) - 3 stars: 1 reviews (8%) - 2 stars: 0 reviews (0%) - 1 star: 0 reviews (0%) ### Secondary ratings - Ease of use: 4.3/5 - Value for money: 4.3/5 - Customer support: 4.4/5 - Functionality: 4.3/5 --- ### Comet review - Overall rating: 4/5 - Reviewer: Kareem M. - Verified reviewer: Yes - Industry: Computer Software - Company size: 201-500 employees - Product usage: Used weekly for less than 6 months - Reviewed: December 2022 - Review source details: This review was submitted organically. No incentive was offered #### Ratings breakdown - Ease of use: 4/5 - Functionality: 4/5 #### Pros Comet is a good tool that is great in machine learning and deep learning. #### Cons sadly, Comet software has no free trial. --- ### Best experiment tracking tool - Overall rating: 4/5 - Reviewer: Saurabh B. - Verified reviewer: Yes - Industry: Mechanical or Industrial Engineering - Company size: 51-200 employees - Product usage: Used daily for more than 2 years - Reviewed: June 2022 - Review source details: This reviewer was invited by us to submit an honest review and offered a nominal incentive as a thank you. It is a good software that helped me keep track of my Deep Learning experiments. #### Ratings breakdown - Ease of use: 5/5 - Value for money: 5/5 - Customer support: 4/5 - Functionality: 5/5 #### 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. --- ### Comet Review - Overall rating: 3/5 - Reviewer: Brian M. - Verified reviewer: Yes - Industry: Renewables & Environment - Company size: 11-50 employees - Product usage: Used monthly for free trial - Reviewed: June 2022 - Review source details: This reviewer was invited by us to submit an honest review and offered a nominal incentive as a thank you. #### Ratings breakdown - Ease of use: 4/5 - Customer support: 4/5 - Functionality: 3/5 #### Pros The reports feature which enabled one to embed different panels #### Cons At first the learning process of how the software works was steep. --- ### Great Product. Easy to Use. Becoming expensive. - Overall rating: 4/5 - Reviewer: Verified Reviewer - Verified reviewer: Yes - Industry: Computer Software - Company size: 1001-5000 employees - Product usage: Used daily for less than 2 years - Reviewed: July 2022 - Review source details: This reviewer was invited by the software vendor to submit an honest review and offered a nominal incentive as a thank you. 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 - Ease of use: 5/5 - Value for money: 4/5 - Customer support: 5/5 - Functionality: 4/5 #### 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. --- ### Comet for DL and NLP Class - Overall rating: 5/5 - Reviewer: Verified Reviewer - Verified reviewer: Yes - Industry: Computer Hardware - Company size: 201-500 employees - Product usage: Used weekly for less than 12 months - Reviewed: June 2022 - Review source details: This reviewer was invited by us to submit an honest review and offered a nominal incentive as a thank you. 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 - Ease of use: 4/5 - Functionality: 4/5 #### Pros Great plotting tool, fast speed, and detailed documentation #### Cons It is a bit hard to manage when there are too many experiment trails. --- ### It does its job perfectly well, and you can trick it into doing many other jobs. - Overall rating: 5/5 - Reviewer: Witold W. - Verified reviewer: Yes - Industry: Research - Company size: 501-1000 employees - Product usage: Used weekly for less than 2 years - Reviewed: May 2022 - Review source details: This reviewer was invited by us to submit an honest review and offered a nominal incentive as a thank you. 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 - Ease of use: 4/5 - Customer support: 5/5 - Functionality: 5/5 #### 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. --- ### Great Experimentation Tracker - Overall rating: 4/5 - Reviewer: Kalyan M. - Verified reviewer: Yes - Industry: Internet - Company size: 1001-5000 employees - Product usage: Used weekly for less than 2 years - Reviewed: July 2022 - Review source details: This reviewer was invited by the software vendor to submit an honest review and offered a nominal incentive as a thank you. #### Ratings breakdown - Ease of use: 3/5 - Value for money: 3/5 - Customer support: 4/5 - Functionality: 5/5 #### 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 --- ### Easy to Integrate with Machine Learning Projects - Overall rating: 5/5 - Reviewer: Hiren K. - Verified reviewer: Yes - Industry: Information Technology and Services - Company size: 2-10 employees - Product usage: Used weekly for less than 12 months - Reviewed: June 2022 - Review source details: This reviewer was invited by us to submit an honest review and offered a nominal incentive as a thank you. #### Ratings breakdown - Ease of use: 5/5 - Value for money: 5/5 - Customer support: 5/5 - Functionality: 5/5 #### 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. --- ### Good product to track ML trainings and generated data - Overall rating: 4/5 - Reviewer: Tejas R. - Verified reviewer: Yes - Industry: Research - Company size: 51-200 employees - Product usage: Used daily for less than 12 months - Reviewed: June 2022 - Review source details: This reviewer was invited by us to submit an honest review and offered a nominal incentive as a thank you. #### Ratings breakdown - Ease of use: 4/5 - Value for money: 4/5 - Customer support: 4/5 - Functionality: 4/5 #### 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 --- ### Academic researcher-Overall incredibly useful for experiment organization - Overall rating: 5/5 - Reviewer: Joshua D. - Verified reviewer: Yes - Industry: Research - Company size: 2-10 employees - Product usage: Used daily for free trial - Reviewed: June 2022 - Review source details: This reviewer was invited by us to submit an honest review and offered a nominal incentive as a thank you. #### Ratings breakdown - Ease of use: 5/5 - Functionality: 3/5 #### 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. --- 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