Data Labeling Software
Top companies in category by LLM model mentions
Data labeling software helps organizations annotate images, text, audio, video, and other data so it can be used to train and evaluate machine learning models. These platforms are commonly used by data science teams, AI developers, operations specialists, and managed annotation teams that need to prepare large datasets with consistent, structured labels. For businesses comparing the best data labeling software, the category typically supports supervised learning projects, computer vision workflows, natural language processing, and quality control for model training data.
Common features include annotation tools for bounding boxes, polygons, classification, segmentation, transcription, and entity tagging, along with review workflows, role-based permissions, and collaboration features. Many top data labeling tools also offer automation assistance, task assignment, audit trails, and integrations with storage or ML pipelines to help teams manage higher volumes of data more efficiently. By improving label accuracy and coordination, these systems can reduce rework, speed up model development, and support more reliable AI outcomes across different business use cases.
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clickworker clickworker.comCATEGORY RANK #1— no change -
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OpenTrain AI opentrain.aiCATEGORY RANK #2— no change -
3Prolific prolific.comCATEGORY RANK #3▲ +2
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Lightly lightly.aiCATEGORY RANK #4— no change -
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SuperAnnotate superannotate.comCATEGORY RANK #5▼ -2 -
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Label Studio labelstud.ioCATEGORY RANK #6— no change -
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Shaip shaip.comCATEGORY RANK #7▲ +1 -
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Outlier outlier.aiCATEGORY RANK #8▲ +2 -
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CVAT cvat.aiCATEGORY RANK #9▼ -2 -
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Remotasks remotasks.comCATEGORY RANK #10▼ -1 -
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CrowdGen crowdgen.comCATEGORY RANK #11▲ +1 -
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micro1 micro1.aiCATEGORY RANK #12▲ +2 -
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BasicAI basic.aiCATEGORY RANK #13— no change -
14Alignerr alignerr.comCATEGORY RANK #14▲ +2
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Encord encord.comCATEGORY RANK #15▼ -4 -
16Defined.ai defined.aiCATEGORY RANK #16▲ +2
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Labelbox labelbox.comCATEGORY RANK #17▲ +3 -
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OpenDataLab opendatalab.comCATEGORY RANK #18▲ +4 -
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Mindkosh mindkosh.comCATEGORY RANK #19▲ +6 -
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OneForma oneforma.comCATEGORY RANK #20▼ -1 -
21Abaka AI abaka.aiCATEGORY RANK #21▲ +2
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Segments.ai segments.aiCATEGORY RANK #22▲ +2 -
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Labellerr labellerr.comCATEGORY RANK #23▼ -2 -
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Centific centific.comCATEGORY RANK #24▲ +5 -
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WildTracker wildtracker.com.auCATEGORY RANK #25▼ -10 -
26T-Rex Label trexlabel.comCATEGORY RANK #26▲ +10
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27Sourcebae sourcebae.comCATEGORY RANK #27▲ +5
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V7 v7darwin.comCATEGORY RANK #28▲ +9 -
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Make Sense makesense.aiCATEGORY RANK #29▼ -3 -
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Supervisely supervisely.comCATEGORY RANK #30▲ +3 -
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Neevo neevo.aiCATEGORY RANK #31▼ -1 -
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LabelMe labelme.ioCATEGORY RANK #32▲ +6 -
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Opendatabay opendatabay.comCATEGORY RANK #33— no change -
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Kili Technology kili-technology.comCATEGORY RANK #34▼ -7 -
35Peroptyx peroptyx.comCATEGORY RANK #35▲ +4
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HumanSignal humansignal.comCATEGORY RANK #36▲ +7 -
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Wirestock wirestock.ioCATEGORY RANK #37▼ -20 -
38RedBrick AI redbrickai.comCATEGORY RANK #38▼ -7
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Superannotate sme.careersCATEGORY RANK #39▼ -5 -
40Grand Challenge grand-challenge.orgCATEGORY RANK #40▼ -12
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41Rapidata rapidata.aiCATEGORY RANK #41— no change
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Stardust AI stardust.aiCATEGORY RANK #42— no change -
43images.cv images.cvCATEGORY RANK #43— no change
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44Keylabs keylabs.aiCATEGORY RANK #44— no change
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Clickworker clickworker.deCATEGORY RANK #45▼ -5 -
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AVAA Toolkit avaa-toolkit.orgCATEGORY RANK #46— no change -
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Flikforge flikforge.comCATEGORY RANK #47— no change -
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Humyn Labs humynlabs.aiCATEGORY RANK #48— no change -
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LILA BC lila.scienceCATEGORY RANK #49— no change -
50Scematics scematics.ioCATEGORY RANK #50— no change
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51EOTDL eotdl.comCATEGORY RANK #51— no change
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REscan rescan.aiCATEGORY RANK #52— no change -
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Shipd shipd.aiCATEGORY RANK #53— no change -
54Avandra Imaging avandra.ioCATEGORY RANK #54— no change
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Kled kled.aiCATEGORY RANK #55— no change -
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Judge the Work judgethework.comCATEGORY RANK #56— no change -
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TASUKI tsk-pf.comCATEGORY RANK #57— no change -
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MyVision myvision.aiCATEGORY RANK #58▼ -13 -
59Leyu leyu.aiCATEGORY RANK #59— no change
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Wow AI wow-ai.comCATEGORY RANK #60— no change -
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Refuel.ai refuel.aiCATEGORY RANK #61▼ -15 -
62ANVIL anvil-software.deCATEGORY RANK #62— no change
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Labelformat labelformat.comCATEGORY RANK #63▼ -16 -
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Kognic kognic.comCATEGORY RANK #64— no change -
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Centaur AI centaur.aiCATEGORY RANK #65— no change -
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FolioWorks folioworks.comCATEGORY RANK #66▼ -25 -
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Unitlab AI unitlab.aiCATEGORY RANK #67▼ -19 -
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Taskmonk taskmonk.aiCATEGORY RANK #68▼ -33 -
69Argilla argilla.ioCATEGORY RANK #69▼ -20
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Hive Micro hivemicro.comCATEGORY RANK #70▼ -28 -
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XANNOTATION xannotation.comCATEGORY RANK #71— no change -
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RadImageNet radimagenet.comCATEGORY RANK #72— no change -
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Extralit extralit.aiCATEGORY RANK #73— no change -
74Payititi payititi.comCATEGORY RANK #74— no change
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75Augment ix augment-ix.comCATEGORY RANK #75— no change
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76Dynamic Intelligence dynamicintelligence.companyCATEGORY RANK #76— no change
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Piezee piezee.comCATEGORY RANK #77— no change -
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Vanguard Defense vanguarddefense.usCATEGORY RANK #78— no change -
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Train AI Jobs trainaijobs.comCATEGORY RANK #79— no change -
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Epigos AI epigos.aiCATEGORY RANK #80— no change -
81Portex AI portexai.comCATEGORY RANK #81— no change
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CashMission cashmission.comCATEGORY RANK #82— no change -
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DataCat datacat.aiCATEGORY RANK #83— no change -
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Taskify task-ify.comCATEGORY RANK #84— no change -
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Kaputt kaputt-dataset.comCATEGORY RANK #85— no change -
86Universal Data Tool udt.devCATEGORY RANK #86— no change
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Earthbanc AI ai-annotate.comCATEGORY RANK #87— no change -
88RectLabel rectlabel.comCATEGORY RANK #88— no change
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Dataways dataways.aiCATEGORY RANK #89— no change -
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Tesserae tesserae.coCATEGORY RANK #90— no change -
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HumanScanRepository humanscanrepository.comCATEGORY RANK #91— no change -
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Fermatix AI fermatix.aiCATEGORY RANK #92— no change -
93txtfeed txtfeed.comCATEGORY RANK #93— no change
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94Fovea fovea.videoCATEGORY RANK #94— no change
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Oslo oslo.visionCATEGORY RANK #95— no change -
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DataAnnotation dataannotaton.techCATEGORY RANK #96— no change -
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Ezako ezako.comCATEGORY RANK #97— no change -
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Quality Match quality-match.comCATEGORY RANK #98— no change -
99PublicAI publicai.ioCATEGORY RANK #99— no change
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Mitsukaru Mall mitsukaru-mall.jpCATEGORY RANK #100— no change -
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BeeYard beeyard.aiCATEGORY RANK #101— no change -
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Reliabl reliabl.aiCATEGORY RANK #102— no change -
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Aris Data arisdata.comCATEGORY RANK #103— no change -
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AIML Data aimldata.comCATEGORY RANK #104— no change -
105MetaVision metavision.zoneCATEGORY RANK #105— no change
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106Labelo labelo.aiCATEGORY RANK #106— no change
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107DataHive AI datahive.aiCATEGORY RANK #107— no change
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108MolarData molardata.comCATEGORY RANK #108— no change
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RightField rightfield.org.ukCATEGORY RANK #109— no change -
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3LC 3lc.aiCATEGORY RANK #110— no change -
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Mathison mathison.proCATEGORY RANK #111— no change -
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harBest harbest.ioCATEGORY RANK #112— no change -
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APTO apto.co.jpCATEGORY RANK #113— no change -
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Segmed segmed.aiCATEGORY RANK #114— no change -
115Honeybee AI honeybee-ai.comCATEGORY RANK #115— no change
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BIIGLE biigle.deCATEGORY RANK #116— no change -
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Cortex AI cortexrobot.aiCATEGORY RANK #117— no change -
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Prodigy prodigy.aiCATEGORY RANK #118— no change -
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PortfoLink portfolink.comCATEGORY RANK #119— no change
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