Data

Soda Data Quality

AI-powered data quality monitoring

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★4.3ratingPricing · FreemiumHot
The FalcoScan Intel PanelSoda Data Quality · Data
Data updated 2 November 2026
Opportunity
High
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 Soda Data Quality does

Soda automatically detects data anomalies, missing values, and distribution shifts across your warehouse.

How Soda Data Quality compares with its closest alternatives

All 5 closest alternatives have a free plan, as Soda Data Quality does. Only Comet ML lists a starting price, $19 a month. All 5 offer an API, as Soda Data Quality does. Soda Data Quality offers a web app. Of the alternatives, all 5 offer a web app. Soda Data Quality was founded in 2022; the alternatives were founded between 2014 and 2021, 5 of them earlier. Soda Data Quality is based in Brussels, Belgium; none of the 2 alternatives with a known headquarters is in Belgium. They are in the United States.

Market position · Data

How Soda Data Quality compares in Data

Soda Data Quality has high opportunity and sits in the top 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 Soda Data Quality'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.

Soda Data Quality compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Soda Data QualityFounded 2022 · Brussels, BelgiumHighOpenFreemium—YesYesWeb, APIHot
Grafana DashboardsFounded 2014 · New York, United StatesHighOpenFreemium—YesYesWeb, API, CLIRising
Elementary DataFounded 2021ModerateOpenFreemium—YesYesWeb, APIHot
Metaplane DQFounded 2020 · Boston, United StatesHighOpenFreemium—YesYesWebHot
Evidently AIFounded 2020HighOpenFree—YesYesWeb, APIHot
Comet MLFounded 2017HighOpenFreemium$19/moYesYesWeb, APIRising

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 Soda Data Quality exposes to builders and the verticals it currently serves.

AI Capabilities
ClassificationData Extraction
Industry Verticals
SoftwareFinance
Tagged

Soda Data Quality shows up when builders search for these

anomalymonitoringdistribution
Similar tools · Data

Alternatives to Soda Data Quality

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
Elementary Data

dbt-native data observability

★ 4.3Opportunity Moderate
Freemium
Data
Metaplane DQ

Automated data quality monitoring

★ 4.3Opportunity 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
Segment CDP Profiles

Build unified customer profiles from data

★ 4.5Opportunity High
Paid
Featured in
Questions

Soda Data Quality: common questions

Is Soda Data Quality free?

Soda Data Quality has a free tier, with paid plans.

What are the best alternatives to Soda Data Quality?

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

Is Soda Data Quality still running?

Yes. As of 2 November 2026, FalcoScan lists Soda Data Quality as operating at soda.io.

Where is Soda Data Quality based?

Soda Data Quality is headquartered in Brussels, Belgium.

Does Soda Data Quality have an API?

Yes. Soda Data Quality offers an API.

Who is Soda Data Quality for?

Soda Data Quality is built for data teams.

How do I sign in to Soda Data Quality?

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

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