AI · alternatives · 2026

24 alternatives to Lab: Track Machine Learning Experiments

Track and maintain ML Experiments with a few lines of code

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Lab: Track Machine Learning Experiments launched in 2019; newer entries below may have overtaken it.

1
Comet.ml▲208
Automatically track machine learning code and experiments
2018 · its alternatives →
2
Best Tools for Tracking ML Experiments▲7
A collection of tools to manage and organize ML projects.
2020 · its alternatives →
3
Monitor ML▲171
Real-time production monitoring of ML models, made simple.
2019 · its alternatives →
4
Replicate▲68
Version control for machine learning
2020 · its alternatives →
5
Weights & Biases▲110
Developer tools for deep learning & machine learning
2019 · its alternatives →
6
DVC Extension for VS Code▲165
Track machine learning experiments right in your IDE
2023 · its alternatives →
7
ML Showcase▲214
A curated collection of machine learning projects
2017 · its alternatives →
8
DVC Studio▲95
Machine Learning Experiments based on Git
2021 · its alternatives →
9
Intersect Labs▲267
Machine learning in 3 clicks
2019 · its alternatives →
10
Data Labeling Platform▲239
Manage your computer vision data labeling
2024 · labelyourdata.com · its alternatives →
11
Layer AI▲124
Metadata store for production ML
2022 · its alternatives →
12IA
Igel – A CLI tool to run machine learning without writing code▲405
2020 · github.com · its alternatives →
13
Runway▲148
Machine learning for creators. Train custom AI models.
2020 · its alternatives →
14
Papers with Code▲184
The latest in machine learning at your fingerprints
2019 · its alternatives →
15
ML Visualization IDE▲92
Make powerful, interactive machine learning visualizations
2020 · its alternatives →
16
Extension for VS Code to track ML experiments▲9
Extension for Visual Studio Code - Machine learning experiment management with tracking, plots, and data versioning.
2022 · marketplace.visualstudio.com · its alternatives →
17ET
Experiment Tracking for Machine Learning▲5
2019 · wandb.com · its alternatives →
18
Machine Box▲94
Run, deploy & scale state of the art machine learning tech
2017 · its alternatives →
19
Model Zoo▲74
Deploy your machine learning model in a single line of code.
2020 · its alternatives →
20
Label Studio 1.8.0 Release▲185
Open source data labelling platform for AI model tuning
2023 · its alternatives →
21
WhatToLabel▲70
Improve your machine learning models by curating your data
2020 · its alternatives →
22ML
Machine learning cheat sheet▲166
2011 · eferm.com · its alternatives →
23
Machine Learning Playground▲169
Breathtaking visuals for learning ML techniques.
2017 · its alternatives →
24GF
GUIs for Faster ML Prototyping and Sharing▲85
2020 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →