Comet 2026: Benefits, Features & Pricing

On this page

Overview
Pricing and Plans
Features
User Reviews

Overview

Comet

4.3

(12)

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 Screenshots

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

42%

50%

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

Ratings Breakdown

Ease of use

Functionality

Pros:

Comet is a good tool that is great in machine learning and deep learning.

Cons:

sadly, Comet software has no free trial.

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

It is a good software that helped me keep track of my Deep Learning experiments.

Ratings Breakdown

Ease of use

Value for money

Customer support

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.

Brian M.

Verified reviewer

Renewables & Environment

11-50 employees

Used monthly for free trial

Review source

Reviewed June 2022

Comet Review

Ratings Breakdown

Ease of use

Customer support

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.

Verified

Reviewer

Computer Software

1001-5000 employees

Used daily for less than 2 years

Reviewed July 2022

Great Product. Easy to Use. Becoming expensive.

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

Value for money

Customer support

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.

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

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

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.

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.

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

Customer support

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.

Kalyan M.

Verified reviewer

Internet

1001-5000 employees

Used weekly for less than 2 years

Reviewed July 2022

Great Experimentation Tracker

Ratings Breakdown

Ease of use

Value for money

Customer support

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

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

Ratings Breakdown

Ease of use

Value for money

Customer support

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.

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

Ratings Breakdown

Ease of use

Value for money

Customer support

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

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

Ratings Breakdown

Ease of use

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.

Showing 1 - 10 of 12 Reviews

See All Reviews