mlop
Open source ML experiment tracking platform with parameter and gradient logging, media tracking, real-time alerts, and full Weights & Biases API compatibility.
Technical Profile & Specs
verified 2026-11-07
- Cost
- $0 / forever (Open Source)
- License
- Open Source
- Hosting Model
- Local (on your machine)
- Platforms
- desktopcross-platformone-click install
- Installation
- Clone https://github.com/mlop-ai/mlop or deploy with Docker Compose
- Operational Setup
- Download the native package or installer for your operating system.
- Where Your Data Lives
- All application data lives locally on your own machine.
- The Catch / Trade-off
- Community-driven open source project without dedicated enterprise SLAs.
Replaces 1 paid app
up to $35/mo ($420/yr) in subscriptions
mlop FAQ
Common questions
Is mlop free and open source?+
mlop is an open-source tool licensed under Open Source that runs on local. Open source ML experiment tracking platform with parameter and gradient logging, media tracking, real-time alerts, and full Weights & Biases API compatibility.
What paid software does mlop replace?+
mlop serves as a free replacement for 1 paid SaaS application: Weights and Biases, saving up to $35/month ($420/year) in subscription bills.
How do you install and set up mlop?+
Installation: Clone https://github.com/mlop-ai/mlop or deploy with Docker Compose. Setup notes: Download the native package or installer for your operating system.
What is the catch or trade-off with mlop?+
Community-driven open source project without dedicated enterprise SLAs.