Comet Reviews
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12 Reviews
- Industry: Computer Software
- Company size: 201–500 Employees
- Used Weekly for 1-5 months
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Review Source
Overall rating
- Ease of Use
- Likelihood to recommend 8.0 /10
Comet review
Reviewed on 2022-12-02
Pros
Comet is a good tool that is great in machine learning and deep learning.
Cons
sadly, Comet software has no free trial.
- Industry: Mechanical or Industrial Engineering
- Company size: 51–200 Employees
- Used Daily for 2+ years
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support Software
- Likelihood to recommend 9.0 /10
Best experiment tracking tool
Reviewed on 2022-06-19
It is a good software that helped me keep track of my Deep Learning experiments.
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
- Industry: Renewables & Environment
- Company size: 11–50 Employees
- Used Monthly for Free Trial
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Review Source
Overall rating
- Ease of Use
- Customer Support Software
- Likelihood to recommend 7.0 /10
Comet Review
Reviewed on 2022-06-07
Pros
The reports feature which enabled one to embed different panels
Cons
At first the learning process of how the software works was steep.
- Industry: Computer Software
- Company size: 1,001–5,000 Employees
- Used Daily for 1+ year
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support Software
- Likelihood to recommend 8.0 /10
Great Product. Easy to Use. Becoming expensive.
Reviewed on 2022-07-25
We have really enjoyed using comet. It's been really easy to setup and makes experiment tracking...
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.
- Industry: Computer Hardware
- Company size: 201–500 Employees
- Used Weekly for 6-12 months
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Review Source
Overall rating
- Ease of Use
- Likelihood to recommend 7.0 /10
Comet for DL and NLP Class
Reviewed on 2022-06-06
I had several deep learning and NLP classes with Comet. This software is recommended by the 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.
Pros
Great plotting tool, fast speed, and detailed documentation
Cons
It is a bit hard to manage when there are too many experiment trails.
- Industry: Research
- Company size: 501–1,000 Employees
- Used Weekly for 1+ year
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Review Source
Overall rating
- Ease of Use
- Customer Support Software
- Likelihood to recommend 10.0 /10
It does its job perfectly well, and you can trick it into doing many other jobs.
Reviewed on 2022-05-31
I needed a tool that would help me in keeping track of my experiments. I got a whole set of tools...
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
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.
- Industry: Internet
- Company size: 1,001–5,000 Employees
- Used Weekly for 1+ year
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support Software
- Likelihood to recommend 7.0 /10
Great Experimentation Tracker
Reviewed on 2022-07-25
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
- Industry: Information Technology & Services
- Company size: 2–10 Employees
- Used Weekly for 6-12 months
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support Software
- Likelihood to recommend 10.0 /10
Easy to Integrate with Machine Learning Projects
Reviewed on 2022-06-04
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.
- Industry: Research
- Company size: 51–200 Employees
- Used Daily for 6-12 months
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support Software
- Likelihood to recommend 8.0 /10
Good product to track ML trainings and generated data
Reviewed on 2022-06-14
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
- Industry: Research
- Company size: 2–10 Employees
- Used Daily for Free Trial
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Review Source
Overall rating
- Ease of Use
- Likelihood to recommend 10.0 /10
Academic researcher-Overall incredibly useful for experiment organization
Reviewed on 2022-06-07
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.
- Industry: Research
- Company size: 11–50 Employees
- Used Weekly for 6-12 months
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support Software
- Likelihood to recommend 10.0 /10
Excellent tool to keep track of experiments
Reviewed on 2022-05-31
Has been seamless.
Has been seamless.
Pros
It is an easy alternative to replace local experiment tracking that makes it convenient to check on live/previous experiments from any device.
Cons
Saving model can be a hassle, especially when size becomes large.
- Industry: Computer Software
- Company size: Self Employed
- Used Weekly for 6-12 months
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Review Source
Overall rating
- Ease of Use
- Customer Support Software
- Likelihood to recommend 10.0 /10
Good product
Reviewed on 2022-06-15
Pros
Ease of use and usability within a team.
Cons
Team size is limited on academic plan makes it hard to organize
