AI Models

Labelbox

Enterprise data labeling and model evaluation platform

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★4.4ratingPricing · FreemiumRising
The FalcoScan Intel PanelLabelbox · AI Models
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Rising
Market trend
Rating
4.4
of 5 · FalcoScan rating

AI Models AI has a narrow moat on average, from the moat scores of its rated products. What protects AI Models AI tools, and the widest moats

The Brief

What Labelbox does

Labelbox provides automated labeling, human annotation, and model evaluation for computer vision and NLP — with a catalog of 30,000+ expert labelers and LLM-assisted annotation.

How Labelbox compares with its closest alternatives

3 of the 5 closest alternatives have a free plan, as Labelbox does. All 5 offer an API, as Labelbox does. Labelbox offers a web app. Of the alternatives, all 5 offer a web app. Labelbox was founded in 2018; the alternatives were founded between 2016 and 2021, 2 of them earlier. Labelbox is based in San Francisco, United States; 2 of its 5 alternatives are in the United States too, and the others in the United Kingdom, Spain and Canada.

Market position · AI Models

How Labelbox compares in AI Models

Labelbox has moderate opportunity and sits in the bottom third of 455 live AI Models tools on FalcoScan. Across AI Models, the average opportunity score is 74.6 and the average saturation score 30.5. FalcoScan rates Labelbox's own market position as contested. 200 of the 455 operating AI Models tools have hot momentum, and FalcoScan has recorded 13 shutdowns in the category.

Labelbox compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
LabelboxFounded 2018 · San Francisco, United StatesModerateContestedFreemium—YesYesWebRising
EncordFounded 2021 · London, United KingdomModerateContestedFreemium—YesYesWebRising
Scale AIFounded 2016 · San Francisco, United StatesModerateContestedPaid—NoYesWebRising
ArgillaFounded 2020 · Madrid, SpainModerateOpenFreemium—YesYesWeb, DesktopStable
CohereFounded 2019 · Toronto, CanadaHighContestedFreemium—YesYesWeb, APIHot
SambaNovaFounded 2017 · Palo Alto, United StatesHighOpenPaid—NoYesWeb, APIHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in AI Models.

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What it ships with

Capabilities & who uses it

The capabilities Labelbox exposes to builders and the verticals it currently serves.

AI Capabilities
AnnotationActive LearningQuality Control
Industry Verticals
TechnologyHealthcare
Tagged

Labelbox shows up when builders search for these

enterprisedata-labelingannotationevaluationllm-assisted
Similar tools · AI Models

Alternatives to Labelbox

Products still running that do the same job, from the ai models market and related ones, closest match first.

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Encord

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Scale AI

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Argilla

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Cohere

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SambaNova

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Questions

Labelbox: common questions

Is Labelbox free?

Labelbox has a free tier, with paid plans.

What are the best alternatives to Labelbox?

The closest alternatives to Labelbox that are still running, matched on the AI capabilities, uses and audience they share, are Encord, Scale AI, Argilla, Cohere, and SambaNova.

Is Labelbox still running?

Yes. As of 2 November 2026, FalcoScan lists Labelbox as operating at labelbox.com.

Where is Labelbox based?

Labelbox is headquartered in San Francisco, United States.

Does Labelbox have an API?

Yes. Labelbox offers an API.

Who is Labelbox for?

Labelbox is built for enterprises and ML engineers.

How do I sign in to Labelbox?

Sign in on Labelbox's own website, labelbox.com. FalcoScan reviews Labelbox but does not run its accounts, so logins, passwords and billing are handled by Labelbox directly.

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