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Tools/Hopsworks vs Comet ML
Hopsworks

Hopsworks

mlops
vs
Comet ML

Comet ML

mlops

Hopsworks vs Comet ML — Comparison

Overview
What each tool does and who it's for

Hopsworks

Build, deploy, and scale production ML systems with Hopsworks. The Feature Store and MLOps platform for real-time AI, trusted by leading teams.

Founded in 2017, Hopsworks originated from a strong foundation in academia and the open-source community (ex MySQL, Oracle). As a pioneering platform for data and AI, Hopsworks seamlessly integrates the disciplines of data science, data engineering, and machine learning into a cohesive environment. An AI Lakehouse is a modern infrastructure designed to support the unique needs of AI and machine learning workloads. It simplifies the deployment and development of AI models and provides a structured, efficient approach to building and maintaining AI systems, enabling faster model creation and smoother production deployment. Palo Alto 94301, California USA 69 Wilson St EC2A2BB, London United Kingdom Plan 2 116 24, Stockholm Sweden Contact us and learn how Hopsworks can help your organization deploy reliable AI systems.

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

Hopsworks

0% positive100% neutral0% negative

Comet ML

0% positive100% neutral0% negative
Pricing

Hopsworks

usage-based + tieredFree tier

Pricing found: $0

Comet ML

Use Cases
When to use each tool

Hopsworks (1)

Instant Data, Infinite Compute.

Comet ML (4)

DMITRII KRASNOVENGINEERING MANAGER, ZENCODEROlcay CiritStaff Research and Tech lead
Features

Only in Hopsworks (10)

Feature StoreAI LakehouseMLOps PlatformBuild ML Pipelines with Claude Code inside HopsworksBuilt for QualityInstant Data, Infinite Compute.Real-time AIFeature FreshnessGPUs at Any ScaleThe AI Lakehouse

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
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GitHub Repos
—
—
GitHub Followers
—
2
npm Packages
20
—
HuggingFace Models
1
—
SO Reputation
—
Product Screenshots

Hopsworks

Hopsworks screenshot 1Hopsworks screenshot 2

Comet ML

Comet ML screenshot 1Comet ML screenshot 2Comet ML screenshot 3Comet ML screenshot 4
Company Intel
information technology & services
Industry
information technology & services
36
Employees
110
$13.5M
Funding
$74.8M
Venture (Round not Specified)
Stage
Series B
Supported Languages & Categories

Hopsworks

AI factoryproduction MLenterprise AIfeature storeMLOps

Comet ML

AI/MLDevOpsSecurityDeveloper ToolsData
View Hopsworks Profile View Comet ML Profile