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ZenML is an MLOps framework that helps data scientists and ML engineers build, deploy, and manage machine learning pipelines. It provides features for experiment tracking, model versioning, and seamless transitions from local development to cloud production environments, aiming to accelerate the ML workflow.
Feature Matches0/15
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No common features found
PricingTiered
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Basic
$25.00 monthly
- 1 workspace
- 1 project
- 1 pipeline
- 1 model
- 30 pipeline runs/month
- Cloud-only deployment
- Basic authentication
- Community technical support
Scale
Custom
- Custom workspaces
- Custom projects
- Custom pipelines
- Custom models
- Custom pipeline runs/month
- Cloud, On-prem, BYOC deployment
- SSO with SAML/OIDC authentication
- Service Accounts included
- Advanced compliance
- Dedicated manager support
- Custom Onboarding
Rationale
ZenML is an MLOps framework designed to streamline machine learning workflows from experimentation to production. It focuses on aspects like pipeline orchestration, experiment tracking, model versioning, and deployment across various cloud infrastructures. While it deals with AI/ML models, its core offering is an MLOps platform for developers and data scientists to manage their ML lifecycle, rather than a user-facing platform with guided AI tools for content creation, brainstorming, or image generation. It does not offer a 'Guided Tool Interface' with simple forms for non-technical users, 'Creative Presets & Styles', or a 'Tool Catalog & Categories' in the way the described concept does. It's a developer tool for building and managing ML systems, not an end-user AI playground.
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See allBest alternatives to [Product] in 2024?
Reddit·tech_enthusiast·2d ago·+142
I've been using Alternative A for 6 months now and it's been fantastic. The pricing is much better and the features are actually more robust than what [Product] offers.
Show HN: We built a better [Product]
Hacker News·startup_founder·5d ago·+89
After struggling with [Product]'s limitations, we decided to build our own solution.
It handles edge cases much better and the API is actually documented properly.
Check it out at our site.
[Product] vs Competitor B - which one should I choose?
Reddit·confused_buyer·Dec 10·+67
Honestly, after trying both, Competitor B wins hands down. Better customer support, cleaner interface, and they don't nickel and dime you for every feature.
Why we migrated away from [Product]
Hacker News·cto_mike·Dec 7·+234
The breaking point was when they changed their API without notice. We lost 3 days of productivity. Solution C has been rock solid for us since we switched.