Data

Elementary Data

dbt-native data observability

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★4.3ratingPricing · FreemiumHot
The FalcoScan Intel PanelElementary Data · Data
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
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 Elementary Data does

Elementary Data is a data reliability product that combines observability, data quality, governance, and discovery. Engineers manage tests, rules, and metadata in code, while business users can explore data assets, check reliability and ownership, and add validations and documentation. Named features include incidents and alerts, automated pipeline monitoring, data quality, column-level lineage, a catalog, health scores, an MCP server, and performance and cost tracking. AI agents assist with test creation, incident triage, and governance. The page does not state a pricing model, but offers a Start free option and a demo request.

How Elementary Data compares with its closest alternatives

4 of the 5 closest alternatives have a free plan, as Elementary Data does. Only Comet ML lists a starting price, $19 a month. All 5 offer an API, as Elementary Data does. Elementary Data offers a web app. Of the alternatives, all 5 offer a web app. Elementary Data was founded in 2021; the alternatives were founded between 2014 and 2022, 4 of them earlier. The alternatives with a known headquarters are in the United States and Belgium.

Market position · Data

How Elementary Data compares in Data

Elementary Data has moderate opportunity and sits in the bottom 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 Elementary Data'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.

Elementary Data compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Elementary DataFounded 2021ModerateOpenFreemium—YesYesWeb, APIHot
Grafana DashboardsFounded 2014 · New York, United StatesHighOpenFreemium—YesYesWeb, API, CLIRising
Evidently AIFounded 2020HighOpenFree—YesYesWeb, APIHot
Comet MLFounded 2017HighOpenFreemium$19/moYesYesWeb, APIRising
Monte Carlo MonitorFounded 2019 · San Francisco, United StatesHighOpenPaid—NoYesWebHot
Soda Data QualityFounded 2022 · Brussels, BelgiumHighOpenFreemium—YesYesWeb, APIHot

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 Elementary Data exposes to builders and the verticals it currently serves.

AI Capabilities
Data ExtractionClassification
Industry Verticals
SoftwareFinance
Tagged

Elementary Data shows up when builders search for these

dbtobservabilitymonitoring
Similar tools · Data

Alternatives to Elementary Data

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

See the Data market
Data
Grafana Dashboards

Open-source observability and monitoring

★ 4.6Opportunity High
Freemium
Data
Evidently AI

Open-source ML monitoring and testing for production models

★ 4.4Opportunity High
Free
Data
Comet ML

ML experiment tracking and model monitoring platform

★ 4.2Opportunity High
Freemium
Data
Monte Carlo Monitor

End-to-end data observability

★ 4.4Opportunity High
Paid
Data
Soda Data Quality

AI-powered data quality monitoring

★ 4.3Opportunity High
Freemium
Data
Segment CDP Profiles

Build unified customer profiles from data

★ 4.5Opportunity High
Paid
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Questions

Elementary Data: common questions

Is Elementary Data free?

Elementary Data has a free tier, with paid plans.

What are the best alternatives to Elementary Data?

The closest alternatives to Elementary Data that are still running, matched on the AI capabilities, uses and audience they share, are Grafana Dashboards, Evidently AI, Comet ML, Monte Carlo Monitor, and Soda Data Quality.

Is Elementary Data still running?

Yes. As of 2 November 2026, FalcoScan lists Elementary Data as operating at elementary-data.com.

Does Elementary Data have an API?

Yes. Elementary Data offers an API.

Who is Elementary Data for?

Elementary Data is built for data teams and developers.

How do I sign in to Elementary Data?

Sign in on Elementary Data's own website, elementary-data.com. FalcoScan reviews Elementary Data but does not run its accounts, so logins, passwords and billing are handled by Elementary Data directly.

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