AI · alternatives · 2026

24 alternatives to ML Annotator

Annotate machine learning data sets and output to models

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. ML Annotator launched in 2022; newer entries below may have overtaken it.

1
An annotation tool for ML and NLP▲76
The easy way to turn text into structure data
2021 · getmarkup.com · its alternatives →
2
Lionbridge AI Annotation Platform▲78
All-in-one data annotation platform for machine learning
2019 · its alternatives →
3
SuperAnnotate Desktop▲226
Super easy and fast ML annotations on your PC
2020 · superannotate.com · its alternatives →
4
Data Labeling Platform▲239
Manage your computer vision data labeling
2024 · labelyourdata.com · its alternatives →
5
Annotate▲193
Menubar app to draw on any app or screen on macOS
2024 · getannotate.com · its alternatives →
6
AnnotateAI▲83
Human-guided AI data annotation, fast & scalable
Feb 2026 · annotateai.xyz · its alternatives →
7
MindsDB▲235
In-database machine learning
2022 · its alternatives →
8
Annotate▲106
Powering AI, one data point at a time
2023 · annotate.my.canva.site · its alternatives →
9
ML Kit (by Google)▲195
Machine learning for mobile developers
2018 · developers.google.com · its alternatives →
10
MLConsole – web app to train ML models, for free and client-side▲86
ML Console is a free tool to build an AI model without writing a single line of code. Simply pick a column to predict, and let us handle the rest.
2021 · mlconsole.com · its alternatives →
11
Igel – A CLI tool to run machine learning without writing code▲405
a delightful machine learning tool that allows you to train, test, and use models without writing code - nidhaloff/igel
2020 · github.com · its alternatives →
12
Lionbridge AI▲121
Data for machine learning in 300+ languages 🌎🤓🤖
2019 · its alternatives →
13
Apple Core ML▲196
Integrate a broad variety of ML model types into your app
2017 · developer.apple.com · its alternatives →
14
Annotable 2▲219
Ultimate image annotation & markup tool
2017 · moke.com · its alternatives →
15
Apple MLX▲138
An array framework for machine learning on Apple silicon
2023 · pypi.org · its alternatives →
16
MakeML▲274
Train Neural Networks without a line of code
2019 · makeml.app · its alternatives →
17
Roboflow Annotate▲103
Annotate images with ease. Export to any format.
2021 · roboflow.com · its alternatives →
18
Audio Annotation by Datasaur▲97
Audio file transcription, time stamping and annotation
2021 · datasaur.ai · its alternatives →
19
Comet.ml▲208
Automatically track machine learning code and experiments
2018 · comet.com · its alternatives →
20
Swift AI▲243
A.I. and machine learning library written in Swift
2016 · github.com · its alternatives →
21
Gengo.ai▲125
22,000 linguists annotate your machine learning data 👩🏽‍💻🌏
2018 · its alternatives →
22
Machine learning automation from creating to using models in production▲72
a delightful machine learning tool that allows you to train, test, and use models without writing code - GitHub - nidhaloff/igel at v0.4.0
2021 · github.com · its alternatives →
23
Datasaur▲90
Manage your entire data labeling workflow with a single tool
2020 · datasaur.ai · its alternatives →
24
CVAT – Computer Vision Annotation Tool▲140
Turn your photos and videos to high quality food for AI
2022 · cvat.ai · 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 →