6,622 tools, each one opened, scored and signed by a Toolio reviewer

Lobe

Lobe makes machine learning accessible with a simple tool, but lacks extensive features.

Checked 5 Oct 2026 Reviewed by Alex Listed since June 2024

Screenshot of Lobe

At a glance

Starts at $0.07 per month Price as published by the vendor, September 2026.
Free tier No
Platforms Web, macOS, Windows
Best for Beginners in ML
Not for Advanced developers with custom model needs

4.4 out of 5

Scored by Alex after real use

Our verdict

Lobe simplifies machine learning for beginners and non-technical users. However, it may lack advanced features for experienced developers.

✓What it does well

SimplicityUser-friendly interface for training models without coding expertise.
Cross-platformSupports Mac and PC users, making it accessible across devices.
Community toolsOffers Python toolset and starter projects for iOS and web applications.

✕Where it falls short

Limited model typesDoes not support advanced or custom models, limiting flexibility.
No online collaborationLacks integration with GitHub’s collaborative features like code reviews and issues.
Costs extra for enterprise plansPremium support and advanced security features require additional fees for businesses.

Key features

Training toolAllows training machine learning models easily on Mac and PC.
Cross-platform deploymentCan ship trained models to multiple platforms including web, iOS, and more.
Community supportHas community projects like image-tools for dataset creation.
online collaborationfacilitates teamwork through code reviews and issues

Questions about Lobe

What is Lobe used for?

Lobe is a tool for training machine learning models on Mac and PC without coding expertise. The reviewer says its user-friendly interface makes machine learning accessible to beginners and non-technical users, though the feature set is simple rather than extensive.

Who should use Lobe?

Toolio lists Lobe as best for beginners in machine learning. It is not meant for advanced developers with custom model needs, and the reviewer notes it may lack the advanced features that experienced developers expect.

What platforms does Lobe run on?

Lobe runs on the web, macOS and Windows, so it works for both Mac and PC users. Models trained in Lobe can be deployed to multiple platforms, including web and iOS, and the community offers a Python toolset and starter projects for iOS and web applications.

What are the downsides of Lobe?

The reviewer notes that Lobe does not support advanced or custom models, which limits flexibility. Businesses also pay additional fees for enterprise plans that include premium support and advanced security features.

How does Toolio rate Lobe?

Lobe holds a Toolio score of 4.4 out of 5, given by Alex after real use on 5 Oct 2026, and it has been listed since June 2024. Toolio lists Shumai, OpenLIT, Weights & Biases and Semiring AI as alternatives.

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