AI Models

Argilla

Open-source data labeling for LLMs and NLP teams

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★4.5ratingPricing · FreemiumStable
The FalcoScan Intel PanelArgilla · AI Models
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Stable
Market trend
Rating
4.5
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 Argilla does

Argilla is an open-source data annotation platform for fine-tuning large language models. It supports human feedback collection, preference labeling, and dataset management for reinforcement learning from human feedback (RLHF) workflows. Machine learning teams use it to build and maintain the labeled datasets that model training depends on. The project is available at argilla.io and is described as open source.

How Argilla compares with its closest alternatives

4 of the 5 closest alternatives have a free plan, as Argilla does. All 5 offer an API, as Argilla does. Argilla offers a web app and a desktop app. Of the 3 alternatives with platforms on record, all 3 offer a web app and none offers a desktop app. Argilla was founded in 2020; the alternatives were founded between 2016 and 2022, 2 of them earlier. Argilla is based in Madrid, Spain; none of the 4 alternatives with a known headquarters is in Spain. They are in the United States and the United Kingdom.

Market position · AI Models

How Argilla compares in AI Models

Argilla 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 Argilla's own market position as open. 200 of the 455 operating AI Models tools have hot momentum, and FalcoScan has recorded 13 shutdowns in the category.

Argilla compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
ArgillaFounded 2020 · Madrid, SpainModerateOpenFreemium—YesYesWeb, DesktopStable
Scale AIFounded 2016 · San Francisco, United StatesModerateContestedPaid—NoYesWebRising
LabelboxFounded 2018 · San Francisco, United StatesModerateContestedFreemium—YesYesWebRising
EncordFounded 2021 · London, United KingdomModerateContestedFreemium—YesYesWebRising
Together.ai InferenceFounded 2022 · San Francisco, United StatesHighOpenFreemium—YesYesAPIHot
AxolotlHighOpenFree—YesYesAPIRising

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 Argilla exposes to builders and the verticals it currently serves.

AI Capabilities
AnnotationQuality Control
Industry Verticals
TechnologyResearch
Tagged

Argilla shows up when builders search for these

open-sourcedata-labelingrlhffine-tuninghuman-feedback
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Featured in
Questions

Argilla: common questions

Is Argilla free?

Argilla has a free tier, with paid plans.

What are the best alternatives to Argilla?

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

Is Argilla still running?

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

Where is Argilla based?

Argilla is headquartered in Madrid, Spain.

Does Argilla have an API?

Yes. Argilla offers an API.

Who is Argilla for?

Argilla is built for ML engineers and ai builders.

How do I sign in to Argilla?

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

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