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Tools/DVC vs Comet ML
DVC

DVC

mlops
vs
Comet ML

Comet ML

mlops

DVC vs Comet ML — Comparison

Overview
What each tool does and who it's for

DVC

Open-source version control system for Data Science and Machine Learning projects. Git-like experience to organize your data, models, and experiments.

We’re thrilled to welcome the DVC Community to the lakeFS family. Keep updated on blog posts with our RSS Feed! We use cookies to improve your experience and understand how our site is used. Learn more in our Privacy Policy We provide short articles on common data science scenarios where DVC can help. Our example scenarios are not written to be run end-to-end like tutorials. For more hands-on experience with DVC, see Get Started. Even with all the success we've seen in machine learning, especially with deep learning and its applications in business, data scientists still lack best practices for organizing their projects and collaborating effectively. This is a critical challenge: while ML algorithms and methods are no longer tribal knowledge, they are still difficult to develop, reuse, and manage. If you store and process data files or datasets to produce other data or machine learning models, and you want to Choose a page from the navigation sidebar to the left. ✅ Check out our GitHub repositories: DVC give us a ⭐ if you like the project! We use cookies to improve your experience and understand how our site is used. Learn more in our Privacy Policy

Comet ML

Comet provides an end-to-end model evaluation platform for AI developers, with best-in-class LLM evaluations, experiment tracking, and production moni

I notice that while you've mentioned there are reviews and social mentions about Comet ML, the actual content of these reviews and social media posts wasn't included in your message - I only see placeholder text indicating YouTube mentions with "Comet ML AI" titles. To provide you with an accurate summary of user sentiment about Comet ML's strengths, complaints, pricing, and reputation, I would need the actual text content of the reviews and social mentions. Could you please share the specific review content and social media comments you'd like me to analyze?

Key Metrics
—
Avg Rating
—
0
Mentions (30d)
0
15,488
GitHub Stars
—
1,288
GitHub Forks
—
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

DVC

0% positive100% neutral0% negative

Comet ML

0% positive100% neutral0% negative
Pricing

DVC

tiered

Comet ML

Use Cases
When to use each tool

Comet ML (4)

DMITRII KRASNOVENGINEERING MANAGER, ZENCODEROlcay CiritStaff Research and Tech lead
Features

Only in DVC (4)

track and save data and machine learning models the same way you capture code;understand how datasets and ML artifacts were built in the first place;adopt engineering tools and best practices in data science projects;Subscribe for updates. We won't spam you.

Only in Comet ML (7)

Log Thousands of LLM Traces, FastEnterprise-Grade Reliability SecurityFlexible Hosting Deployment OptionsOpik: Log Evaluate Your Application’s LLM CallsOpik: Optimize Prompts Agentic SystemsMLOps: Track Compare Model Training RunsML Model Production Monitoring
Developer Ecosystem
131
GitHub Repos
—
952
GitHub Followers
—
20
npm Packages
20
21
HuggingFace Models
1
—
SO Reputation
—
Product Screenshots

DVC

DVC screenshot 1

Comet ML

Comet ML screenshot 1Comet ML screenshot 2Comet ML screenshot 3Comet ML screenshot 4
Company Intel
—
Industry
information technology & services
—
Employees
110
—
Funding
$74.8M
—
Stage
Series B
Supported Languages & Categories

DVC

DevOpsDeveloper Tools

Comet ML

AI/MLDevOpsSecurityDeveloper ToolsData
View DVC Profile View Comet ML Profile