Coding

Argilla ML

Open-source AI data labeling platform

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★4.3ratingPricing · FreemiumStable
The FalcoScan Intel PanelArgilla ML · Coding
Data updated 1 November 2026
Opportunity
Moderate
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Stable
Market trend
Rating
4.3
of 5 · FalcoScan rating

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

The Brief

What Argilla ML does

Human feedback and data labeling for LLM training — build RLHF datasets, evaluate models, and fine-tune.

How Argilla ML compares with its closest alternatives

All 5 closest alternatives have a free plan, as Argilla ML does. All 5 offer an API, as Argilla ML does. Argilla ML offers a web app and a command-line tool. Of the alternatives, all 5 offer a web app and 3 offer a command-line tool. Argilla ML was founded in 2021; the alternatives were founded between 2020 and 2022, 1 of them earlier. Argilla ML is based in Madrid, Spain; none of the 3 alternatives with a known headquarters is in Spain. They are in the United States.

Market position · Coding

How Argilla ML compares in Coding

Argilla ML has moderate opportunity and sits in the middle third of 499 live Coding tools on FalcoScan. Across Coding, the average opportunity score is 60.4 and the average saturation score 44.4. FalcoScan rates Argilla ML's own market position as open. 154 of the 499 operating Coding tools have hot momentum, and FalcoScan has recorded 16 shutdowns in the category.

Argilla ML compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Argilla MLFounded 2021 · Madrid, SpainModerateOpenFreemium—YesYesWeb, CLIStable
InfisicalFounded 2021 · San Francisco, United StatesLowContestedFreemium—YesYesWeb, CLI, Self-hostedRising
Supabase AuthFounded 2020 · San Francisco, United StatesModerateContestedFreemium—YesYesWeb, APIHot
CoolifyFounded 2021ModerateOpenFree—YesYesWeb, CLIHot
Infisical SecretsFounded 2022 · San Francisco, United StatesModerateOpenFreemium—YesYesWeb, API, CLIRising
Trigger Dev OpenFounded 2022 · Remote-firstModerateOpenFreemium—YesYesWeb, APIHot

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

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What it ships with

Capabilities & who uses it

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

AI Capabilities
Automation
Industry Verticals
TechnologyResearch
Tagged

Argilla ML shows up when builders search for these

data-labelingrlhfopen-source
Similar tools · Coding

Alternatives to Argilla ML

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

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Trigger Dev Open

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Questions

Argilla ML: common questions

Is Argilla ML free?

Argilla ML has a free tier, with paid plans.

What are the best alternatives to Argilla ML?

The closest alternatives to Argilla ML that are still running, matched on the AI capabilities, uses and audience they share, are Infisical, Supabase Auth, Coolify, Infisical Secrets, and Trigger Dev Open.

Is Argilla ML still running?

Yes. As of 1 November 2026, FalcoScan lists Argilla ML as operating at argilla.io.

Where is Argilla ML based?

Argilla ML is headquartered in Madrid, Spain.

Does Argilla ML have an API?

Yes. Argilla ML offers an API.

Who is Argilla ML for?

Argilla ML is built for ML engineers and ai researchers.

How do I sign in to Argilla ML?

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

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