Data

Label Studio Open

Open-source data labeling for ML teams

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★4.4ratingPricing · FreemiumHot
The FalcoScan Intel PanelLabel Studio Open · Data
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.4
of 5 · FalcoScan rating

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

The Brief

What Label Studio Open does

Label Studio is an open-source platform for data labeling, AI evaluation, and human-in-the-loop workflows for machine learning teams. It is aimed at AI and ML teams that label training data or evaluate model outputs. Features include labeling for images, text, audio, video, and time series, LLM and agent evaluation with rubrics and side-by-side comparison, OCR and named entity recognition, speech transcription, and an API, Python SDK, and webhooks. It can be installed with pip, Homebrew, Git, or Docker. The open-source Community Edition is available as a download, and the site links to a pricing page without stating prices.

How Label Studio Open compares with its closest alternatives

4 of the 5 closest alternatives have a free plan, as Label Studio Open does. All 5 offer an API, as Label Studio Open does. Label Studio Open offers a web app. Of the alternatives, 3 offer a web app. Label Studio Open was founded in 2021; the alternatives were founded between 2010 and 2021, 4 of them earlier. The alternatives with a known headquarters are in France, the United States and the Netherlands.

Market position · Data

How Label Studio Open compares in Data

Label Studio Open has high opportunity and sits in the middle third of 405 live Data tools on FalcoScan. Across Data, the average opportunity score is 69.2 and the average saturation score 33.3. FalcoScan rates Label Studio Open's own market position as open. 128 of the 405 operating Data tools have hot momentum, and FalcoScan has recorded 8 shutdowns in the category.

Label Studio Open compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Label Studio OpenFounded 2021HighOpenFreemium—YesYesWebHot
Apache Spark AIFounded 2010HighOpenFree—YesYesAPI, CLIStable
DataikuFounded 2013 · Paris, FranceHighOpenFreemium—YesYesWebRising
ChalkFounded 2021 · San Francisco, United StatesHighOpenPaid—NoYesWeb, APIRising
ContinualFounded 2020ModerateOpenFreemium—YesYesWeb, APIRising
DuckDBFounded 2018 · Amsterdam, NetherlandsHighOpenFree—YesYesAPI, Desktop, CLIHot

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

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What it ships with

Capabilities & who uses it

The capabilities Label Studio Open exposes to builders and the verticals it currently serves.

AI Capabilities
Data Extraction
Industry Verticals
Software
Tagged

Label Studio Open shows up when builders search for these

labelingmlpopular
Similar tools · Data

Alternatives to Label Studio Open

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

See the Data market
Data
Apache Spark AI

Unified analytics engine for big data

★ 4.4Opportunity High
Free
Data
Dataiku

Enterprise ML and AI platform

★ 4.3Opportunity High
Freemium
Data
Chalk

Feature store for real-time ML

★ 4.2Opportunity High
Paid
Data
Continual

Operational AI for the modern data stack

★ 4.2Opportunity Moderate
Freemium
Data
DuckDB

In-process SQL analytics engine

★ 4.7Opportunity High
Free
Data
ClickHouse Cloud

Real-time analytics database

★ 4.6Opportunity High
Freemium
Featured in
Questions

Label Studio Open: common questions

Is Label Studio Open free?

Label Studio Open has a free tier, with paid plans.

What are the best alternatives to Label Studio Open?

The closest alternatives to Label Studio Open that are still running, matched on the AI capabilities, uses and audience they share, are Apache Spark AI, Dataiku, Chalk, Continual, and DuckDB.

Is Label Studio Open still running?

Yes. As of 2 November 2026, FalcoScan lists Label Studio Open as operating at labelstud.io.

Does Label Studio Open have an API?

Yes. Label Studio Open offers an API.

Who is Label Studio Open for?

Label Studio Open is built for data teams.

How do I sign in to Label Studio Open?

Sign in on Label Studio Open's own website, labelstud.io. FalcoScan reviews Label Studio Open but does not run its accounts, so logins, passwords and billing are handled by Label Studio Open directly.

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