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— no change
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Lightly lightly.aiCATEGORY RANK #4— no change -
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SuperAnnotate superannotate.comCATEGORY RANK #5— no change -
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Label Studio labelstud.ioCATEGORY RANK #6— no change -
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Outlier outlier.aiCATEGORY RANK #7— no change -
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Wirestock wirestock.ioCATEGORY RANK #8▲ +10 -
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CVAT cvat.aiCATEGORY RANK #9▼ -1 -
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Encord encord.comCATEGORY RANK #10▲ +2 -
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micro1 micro1.aiCATEGORY RANK #11▲ +3 -
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Shaip shaip.comCATEGORY RANK #12▼ -2 -
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OpenDataLab opendatalab.comCATEGORY RANK #13▲ +3 -
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CrowdGen crowdgen.comCATEGORY RANK #14▼ -1 -
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Remotasks remotasks.comCATEGORY RANK #15▼ -4 -
16Alignerr alignerr.comCATEGORY RANK #16▲ +1
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17Defined.ai defined.aiCATEGORY RANK #17▲ +3
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Labelbox labelbox.comCATEGORY RANK #18▲ +1 -
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OneForma oneforma.comCATEGORY RANK #19▲ +2 -
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Kili Technology kili-technology.comCATEGORY RANK #20▲ +12 -
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BasicAI basic.aiCATEGORY RANK #21▼ -6 -
22Sourcebae sourcebae.comCATEGORY RANK #22▼ -13
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HumanSignal humansignal.comCATEGORY RANK #23— no change -
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WildTracker wildtracker.com.auCATEGORY RANK #24▲ +1 -
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Make Sense makesense.aiCATEGORY RANK #25▲ +8 -
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Taskmonk taskmonk.aiCATEGORY RANK #26▲ +19 -
27Keylabs keylabs.aiCATEGORY RANK #27▲ +11
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LabelMe labelme.ioCATEGORY RANK #28▼ -5 -
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Mindkosh mindkosh.comCATEGORY RANK #29▼ -2 -
30Peroptyx peroptyx.comCATEGORY RANK #30— no change
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31T-Rex Label trexlabel.comCATEGORY RANK #31▲ +3
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Humyn Labs humynlabs.aiCATEGORY RANK #32— no change -
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Segmed segmed.aiCATEGORY RANK #33— no change -
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Cortex AI cortexrobot.aiCATEGORY RANK #34— no change -
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Centaur AI centaur.aiCATEGORY RANK #35▲ +4 -
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Centific centific.comCATEGORY RANK #36▼ -8 -
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Supervisely supervisely.comCATEGORY RANK #37▼ -13 -
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Neevo neevo.aiCATEGORY RANK #38▲ +2 -
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Kled kled.aiCATEGORY RANK #39▼ -4 -
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Judge the Work judgethework.comCATEGORY RANK #40— no change -
41Honeybee AI honeybee-ai.comCATEGORY RANK #41— no change
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Prodigy prodigy.aiCATEGORY RANK #42— no change -
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FolioWorks folioworks.comCATEGORY RANK #43— no change -
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Unitlab AI unitlab.aiCATEGORY RANK #44▲ +2 -
45Grand Challenge grand-challenge.orgCATEGORY RANK #45— no change
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Labellerr labellerr.comCATEGORY RANK #46▼ -17 -
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RadImageNet radimagenet.comCATEGORY RANK #47— no change -
48Augment ix augment-ix.comCATEGORY RANK #48— no change
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CashMission cashmission.comCATEGORY RANK #49— no change -
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DataCat datacat.aiCATEGORY RANK #50— no change -
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AVAA Toolkit avaa-toolkit.orgCATEGORY RANK #51— no change -
52Rapidata rapidata.aiCATEGORY RANK #52— no change
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Oslo oslo.visionCATEGORY RANK #53— no change -
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Ezako ezako.comCATEGORY RANK #54— no change -
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Quality Match quality-match.comCATEGORY RANK #55— no change -
56PublicAI publicai.ioCATEGORY RANK #56— no change
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Reliabl reliabl.aiCATEGORY RANK #57▼ -15 -
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REscan rescan.aiCATEGORY RANK #58▼ -15 -
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Aris Data arisdata.comCATEGORY RANK #59— no change -
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Shipd shipd.aiCATEGORY RANK #60— no change -
61MolarData molardata.comCATEGORY RANK #61▼ -14
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3LC 3lc.aiCATEGORY RANK #62— no change -
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Stardust AI stardust.aiCATEGORY RANK #63— no change -
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Refuel.ai refuel.aiCATEGORY RANK #64▼ -16 -
65images.cv images.cvCATEGORY RANK #65▼ -29
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V7 v7darwin.comCATEGORY RANK #66▼ -35 -
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APTO apto.co.jpCATEGORY RANK #67— no change -
68RedBrick AI redbrickai.comCATEGORY RANK #68— no change
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Labelformat labelformat.comCATEGORY RANK #69▼ -25 -
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Kognic kognic.comCATEGORY RANK #70— no change -
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Superannotate sme.careersCATEGORY RANK #71▼ -34 -
72Abaka AI abaka.aiCATEGORY RANK #72▼ -50
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73Argilla argilla.ioCATEGORY RANK #73— no change
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PortfoLink portfolink.comCATEGORY RANK #74— no change -
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Hive Micro hivemicro.comCATEGORY RANK #75— no change -
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Segments.ai segments.aiCATEGORY RANK #76▼ -50 -
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Clickworker clickworker.deCATEGORY RANK #77▼ -36 -
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XANNOTATION xannotation.comCATEGORY RANK #78— no change -
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Extralit extralit.aiCATEGORY RANK #79— no change -
80Payititi payititi.comCATEGORY RANK #80— no change
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81Dynamic Intelligence dynamicintelligence.companyCATEGORY RANK #81— no change
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Piezee piezee.comCATEGORY RANK #82— no change -
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Vanguard Defense vanguarddefense.usCATEGORY RANK #83— no change -
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Train AI Jobs trainaijobs.comCATEGORY RANK #84— no change -
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Epigos AI epigos.aiCATEGORY RANK #85— no change -
86Portex AI portexai.comCATEGORY RANK #86— no change
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Taskify task-ify.comCATEGORY RANK #87— no change -
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Flikforge flikforge.comCATEGORY RANK #88— no change -
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Kaputt kaputt-dataset.comCATEGORY RANK #89— no change -
90Universal Data Tool udt.devCATEGORY RANK #90— no change
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Earthbanc AI ai-annotate.comCATEGORY RANK #91— no change -
92RectLabel rectlabel.comCATEGORY RANK #92— no change
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Dataways dataways.aiCATEGORY RANK #93— no change -
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Tesserae tesserae.coCATEGORY RANK #94— no change -
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LILA BC lila.scienceCATEGORY RANK #95— no change -
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HumanScanRepository humanscanrepository.comCATEGORY RANK #96— no change -
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Fermatix AI fermatix.aiCATEGORY RANK #97— no change -
98txtfeed txtfeed.comCATEGORY RANK #98— no change
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99Fovea fovea.videoCATEGORY RANK #99— no change
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100Scematics scematics.ioCATEGORY RANK #100— no change
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DataAnnotation dataannotaton.techCATEGORY RANK #101— no change -
102EOTDL eotdl.comCATEGORY RANK #102— no change
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Mitsukaru Mall mitsukaru-mall.jpCATEGORY RANK #103— no change -
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BeeYard beeyard.aiCATEGORY RANK #104— no change -
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AIML Data aimldata.comCATEGORY RANK #105— no change -
106MetaVision metavision.zoneCATEGORY RANK #106— no change
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107Labelo labelo.aiCATEGORY RANK #107— no change
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108Avandra Imaging avandra.ioCATEGORY RANK #108— no change
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109DataHive AI datahive.aiCATEGORY RANK #109— no change
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TASUKI tsk-pf.comCATEGORY RANK #110— no change -
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RightField rightfield.org.ukCATEGORY RANK #111— no change -
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MyVision myvision.aiCATEGORY RANK #112— no change -
113Leyu leyu.aiCATEGORY RANK #113— no change
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Wow AI wow-ai.comCATEGORY RANK #114— no change -
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Mathison mathison.proCATEGORY RANK #115— no change -
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harBest harbest.ioCATEGORY RANK #116— no change -
117ANVIL anvil-software.deCATEGORY RANK #117— no change
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BIIGLE biigle.deCATEGORY RANK #118— no change -
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Opendatabay opendatabay.comCATEGORY RANK #119— no change
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