Best Prodigy Alternatives in 2026

Updated October 2026

20 apps from AI image annotation tools ranked against Prodigy on the same published basis.

Prodigy alternatives compared

#	App	Score	Free plan	From	Runs on
1	Label Studio	6.6	Free plan	$99/mo	API, Linux, Mac, self-hosted, Web, Windows
2	MakeSense.ai	6.6	Free plan	Free	Linux, Mac, self-hosted, Web, Windows
3	VGG Image Annotator	6.6	Free plan	Free	Linux, Mac, Web, Windows
4	COCO Annotator	6.5	Free plan	Free	API, Linux, self-hosted, Web, Windows
5	Roboflow	6.5	Free plan	$39/mo	Android, API, iOS, self-hosted, Web
6	Amazon SageMaker Autopilot	6.4	No	—	API, Web
7	CVAT	6.4	Free plan	$1.92/mo	API, self-hosted, Web
8	Segments.ai	6.4	Free plan	Free	API, Web
9	Supervisely	6.4	Free plan	€199/mo	API, self-hosted, Web
10	Pixano	5.7	No	—	API, Linux, Mac, self-hosted, Web, Windows
11	Dataloop	5.6	No	—	API, Linux, Mac, Web, Windows
12	LabelMe	5.6	No	—	Linux, self-hosted, Web, Windows
13	SuperAnnotate	5.6	No	—	API, Mac, Web, Windows
14	YoloLabel	5.6	No	—	API, Linux, Mac, self-hosted, Windows
15	Labelbox	5.5	No	—	API, Web
16	BasicAI	5.4	No	$550/mo	API, self-hosted, Web
17	Guanex AI Annotation Platform	5.4	No	—	self-hosted
18	Scale Rapid	5.4	No	—	API, Web
19	V7 Darwin	5.4	No	—	API, Web
21	Encord	5.0	No	—	API, self-hosted, Web

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Questions about Prodigy alternatives

What is the best alternative to Prodigy?

Label Studio, number 1 in AI image annotation tools with a score of 6.6 out of 10. The others here: MakeSense.ai, VGG Image Annotator, COCO Annotator and 16 more.

What is the best free alternative to Prodigy?

Label Studio is the best-ranked alternative with a free plan. 8 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.