Data

Probabl

Commercial steward of scikit-learn building enterprise AI data-science tools

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1 viewsPricing · FreemiumRising
The Falcoscan Intel Panel/Probabl · Data
Live market data
Opportunity
72
Strong/ 100
Saturation
33
Open/ 100
Wrapper Risk
12
Open/ 100
Signal
Rising
Market trend
The Brief

What Probabl does

Probabl is the company behind Skore, an AI data-science agent that validates machine-learning pipelines, catches data leaks and recommends metrics, built by the team that maintains the open-source scikit-learn library. The company says its tools integrate with coding assistants such as Claude Code and Cursor and work across ML frameworks including XGBoost. Probabl was founded in 2023 to commercialize and support scikit-learn, which French research institute Inria says has more than 2.5 billion downloads. Probabl raised a €13M seed round in October 2025 that Sifted called Europe's largest seed round for a commercial open-source software company.

Builder’s Brief

Probabl is a data tool on Falcoscan. Commercial steward of scikit-learn building enterprise AI data-science tools. Falcoscan rates Probabl with an Opportunity score of 72/100, a Saturation score of 33/100, and a Wrapper-risk score of 12/100. Market signal: rising. Probabl is founded in 2023, currently at Seed stage. Pricing: Freemium.

Market position · Data

How Probabl compares in Data

Probabl's opportunity score of 72 ranks #73 of 354 live Data tools on Falcoscan, 3.7 points above the category average of 68.3. Its saturation score is 33/100, against a category average of 33.1. 129 of the 354 live Data tools carry a hot signal, and Falcoscan has recorded 15 shutdowns in the category.

Probabl compared with top-rated Data tools
ProductOpportunitySaturationPricingSignal
Probabl7233FreemiumRising
PostHog7253FreemiumStable
Hex7352FreemiumHot
Gradio7546FreeHot
DuckDB7820FreeHot
Grafana5367FreemiumRising
What it ships with

Capabilities & who uses it

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

AI Capabilities
Ml Pipeline ValidationData Leakage DetectionAutomated Metrics
Industry Verticals
Data ScienceSoftware
Tagged

Probabl shows up when builders search for these

machine-learningopen-source-aimlopsdata-science-tools
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Questions

Probabl: common questions

Is Probabl free?

Probabl has a free tier, with paid plans.

What are the best alternatives to Probabl?

The top-rated live Data tools on Falcoscan, other than Probabl, are PostHog, Hex, Gradio, DuckDB, and Grafana.

Is Probabl still operating?

Yes. Falcoscan's operating checks list Probabl as active.

Where is Probabl based?

Probabl is headquartered in Paris, France.

Does Probabl have an API?

Falcoscan's records show no public API for Probabl.

Who is Probabl for?

Probabl is built for data science teams and ML engineers.

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