Data

Argilla Data ML

Open-source data curation for NLP and ML

Visit Argilla Data ML
★4.3ratingPricing · FreemiumStable
The FalcoScan Intel PanelArgilla Data ML · Data
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Stable
Market trend
Rating
4.3
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 Argilla Data ML does

Argilla lets ML teams collect, annotate, and curate training datasets with a collaborative interface.

How Argilla Data ML compares with its closest alternatives

4 of the 5 closest alternatives have a free plan, as Argilla Data ML does. All 5 offer an API, as Argilla Data ML does. Argilla Data ML offers a web app. Of the alternatives, 4 offer a web app. Argilla Data ML was founded in 2021; the alternatives were founded between 2013 and 2021, 4 of them earlier. Argilla Data ML is based in Madrid, Spain; none of its 5 alternatives is in Spain. They are in the Netherlands and the United States.

Market position · Data

How Argilla Data ML compares in Data

Argilla Data ML 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 Argilla Data ML'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.

Argilla Data ML compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Argilla Data MLFounded 2021 · Madrid, SpainHighOpenFreemium—YesYesWebStable
DuckDBFounded 2018 · Amsterdam, NetherlandsHighOpenFree—YesYesAPI, Desktop, CLIHot
ClickHouse CloudFounded 2021 · Cupertino, United StatesHighOpenFreemium—YesYesWeb, API, CLIHot
Databricks AI LakehouseFounded 2013 · San Francisco, United StatesHighOpenPaid—NoYesWeb, APIHot
dbt TransformationsFounded 2016 · Philadelphia, United StatesHighOpenFreemium—YesYesWeb, CLIHot
Grafana DashboardsFounded 2014 · New York, United StatesHighOpenFreemium—YesYesWeb, API, CLIRising

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

See them free for 7 days
What it ships with

Capabilities & who uses it

The capabilities Argilla Data ML exposes to builders and the verticals it currently serves.

AI Capabilities
Data Extraction
Industry Verticals
Software
Tagged

Argilla Data ML shows up when builders search for these

annotationnlpcuration
Similar tools · Data

Alternatives to Argilla Data ML

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

See the Data market
Data
DuckDB

In-process SQL analytics engine

★ 4.7Opportunity High
Free
Data
ClickHouse Cloud

Real-time analytics database

★ 4.6Opportunity High
Freemium
Data
Databricks AI Lakehouse

Unified data and AI on the lakehouse

★ 4.6Opportunity High
Paid
Data
dbt Transformations

Data transformation in the cloud with SQL

★ 4.6Opportunity High
Freemium
Data
Grafana Dashboards

Open-source observability and monitoring

★ 4.6Opportunity High
Freemium
Data
ClickHouse Cloud AI

Fast real-time analytics database

★ 4.5Opportunity High
Freemium
Featured in
Questions

Argilla Data ML: common questions

Is Argilla Data ML free?

Argilla Data ML has a free tier, with paid plans.

What are the best alternatives to Argilla Data ML?

The closest alternatives to Argilla Data ML that are still running, matched on the AI capabilities, uses and audience they share, are DuckDB, ClickHouse Cloud, Databricks AI Lakehouse, dbt Transformations, and Grafana Dashboards.

Is Argilla Data ML still running?

Yes. As of 2 November 2026, FalcoScan lists Argilla Data ML as operating at argilla.io.

Where is Argilla Data ML based?

Argilla Data ML is headquartered in Madrid, Spain.

Does Argilla Data ML have an API?

Yes. Argilla Data ML offers an API.

Who is Argilla Data ML for?

Argilla Data ML is built for data teams.

How do I sign in to Argilla Data ML?

Sign in on Argilla Data ML's own website, argilla.io. FalcoScan reviews Argilla Data ML but does not run its accounts, so logins, passwords and billing are handled by Argilla Data ML directly.

Back to Browse