What does AI recommend for data annotation platforms and services?

Labelbox now leads AI recommendations for data annotation, frequently cited for its enterprise-grade workflows and team management capabilities. While open-source tools like CVAT remain go-to options for affordable projects, the most significant trend is the growing prominence of comprehensive enterprise platforms and the rapid emergence of Scale for large-scale, managed annotation.

Which data annotation platforms and services brands appear most in AI answers?

Across 5,367 AI responses, Labelbox is mentioned most, named in 54% of them, followed by CVAT (49%) and SuperAnnotate (44%).

How does Parse rank these brands?

Parse measures each brand's mention rate — the share of answers naming it — across 5,367 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.

How does a brand enter this ranking?

Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.

Best data annotation platforms and services, according to AI

Data as of Aug 25, 2026 · Based on 5,367 AI responses · See how Parse measures this

Data Annotation Platforms and Services

526 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best Data Annotation Platforms and Services, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	LabelboxEnterprise-grade platform for managing large teams and complex annotation workflows.	Enterprise-grade platform for managing large teams and complex annotation workflows.	54%
2	CVATThe top-recommended free, open-source tool for computer vision and video annotation.	The top-recommended free, open-source tool for computer vision and video annotation.	49%
3	SuperAnnotateCited for computer vision projects, team collaboration, and AI-assisted workflows.	Cited for computer vision projects, team collaboration, and AI-assisted workflows.	44%
4	EncordRecommended for complex video, multimodal, and enterprise-grade data projects.	Recommended for complex video, multimodal, and enterprise-grade data projects.	38%
5	Label StudioA flexible, open-source choice, especially favored for NLP and multimodal projects.	A flexible, open-source choice, especially favored for NLP and multimodal projects.	35%
6	V7 LabsNoted for AI-powered 'Auto-Annotate' features for high-precision segmentation tasks.	Noted for AI-powered 'Auto-Annotate' features for high-precision segmentation tasks.	25%
7	ScaleA rapidly rising recommendation for large-scale, managed annotation services.	A rapidly rising recommendation for large-scale, managed annotation services.	22%
8	RoboflowPopular developer-friendly tool integrating annotation with the full model training pipeline.	Popular developer-friendly tool integrating annotation with the full model training pipeline.	21%
9	Dataloop		16%
10	Amazon		14%
11	iMeritFrequently cited service for medical imaging using certified radiologists.	Frequently cited service for medical imaging using certified radiologists.	12%
12	Labellerr		11%
13	Supervisely		11%
14	CloudFactory		9%
15	Appen		8%
16	University of Oxford		7%
17	BasicAI		6%
18	Kili Technology		6%
19	CogitoTech		6%
20	Segments.ai		5%
21	Sama		5%
22	Anolytics		4%
23	Prodigy		4%
24	Alphabet		4%
25	Doccano		4%
26	MLflow		4%
27	MakeSense		3%
28	Ango Hub		3%
29	DVC		3%
30	Taskmonk		3%
31	LabelMe		3%
32	Nlplab		3%
33	DataVLab		3%
34	Diffgram		3%
35	Shaip		3%
36	Databricks		3%
37	Kubeflow		3%
38	Primer		2%
39	Aya Data		2%
40	Tator		2%
41	Ruttl		2%
42	Microsoft		2%
43	lakeFS		2%
44	Deepen AI		2%
45	Snorkel AI		2%
46	Label Your Data		2%
47	Segment Anything Model 2		2%
48	Kognic		2%
49	AI Taggers		2%
50	Annotation Box		2%
51	Averroes AI		2%
52	Lightly		2%
53	Toloka		2%
54	Surge AI		2%
55	Weights & Biases		2%
56	Mindkosh		2%
57	OpenTrain		1%
58	TELUS		1%
59	The Hive		1%
60	Axonate Tech		1%
61	INCEpTION		1%
62	Alegion		1%
63	Keymakr		1%
64	Argilla		1%
65	Playment		1%
66	YEDDA		1%
67	Datasaur		1%
68	Amazon Mechanical Turk		1%
69	RectLabel		<1%
70	CloudCompare		<1%
71	ClearML		<1%
72	Potato Annotator		<1%
73	UBIAI		<1%
74	DAGsHub		<1%
75	Markup		<1%
76	LabelCore.AI		<1%
77	SliceLabel		<1%
78	ilastik		<1%
79	Annotera		<1%
80	Unitlab		<1%
81	Clickworker		<1%
82	Pachyderm		<1%
83	MD.ai		<1%
84	Voxel51		<1%
85	Pointly		<1%
86	Keylabs		<1%
87	Pixel Annotation		<1%
88	Coral Mountain Data		<1%
89	Filestage		<1%
90	Lightbox AI		<1%
91	Datature		<1%
92	SunTec.ai		<1%
93	PyTorch		<1%
94	AutoDistill		<1%
95	Automotive Annotation		<1%
96	Pjreddie		<1%
97	Scalabel		<1%
98	Isahit		<1%
99	Digital Divide Data		<1%
100	SmartOne AI		<1%