Soda
A data quality platform built around 'data contracts' — explicit, collaborative agreements about what a dataset should look like — with AI that detects, explains, and can automatically fix anomalies when they break.
🔗 Visit Soda
Description
A lot of data quality problems come down to a mismatch between what a data producer thinks they're shipping and what a data consumer actually needs — a schema changes upstream and three dashboards silently break downstream. Soda's core idea is to make that agreement explicit through 'data contracts': collaborative, written specifications of what a dataset should contain, checked automatically rather than discovered by accident when something breaks.
On top of that contract layer, Soda adds AI that not only detects when data violates expectations but tries to explain why and, in some cases, automatically correct the issue rather than just raising an alert for a human to investigate. It has a genuine free tier (limited usage units, called SPUs) that lets individuals or small teams start using it without a sales conversation, a $750/month Team tier for collaborative data contracts and no-code checks, and quote-based Enterprise pricing for larger deployments needing premium support.
💬 Our review
The short version: Soda is one of the more approachable options in data quality specifically because it has a real free tier and a clearly published Team price — you can actually try it and see a number before talking to sales, which isn't true of most competitors in this space.
Against Great Expectations, the open-source standard in this category, Soda offers a more polished, less code-heavy experience and the 'data contracts' collaboration model, at the cost of a real subscription once you outgrow the free tier. Against Anomalo or Monte Carlo, which are both entirely quote-based, Soda's $750/month Team price gives you something concrete to budget against instead of guessing. For a team that wants a middle ground between 'fully open-source, configure everything yourself' and 'fully enterprise, everything is a sales call,' Soda occupies that space reasonably well. <!-- ai-generated -->
💰 Pricing
📊 Global score
🤖 AI-enriched data
Gratuit (SPUs limités) puis 750$/mois (Team) ; Enterprise sur devis
Pros
Vrai tier gratuit
Prix Team publié (750$/mois)
Data contracts collaboratifs
Cons
Saut significatif vers 750$/mois
Enterprise sur devis
Auto-correction IA nécessite de la confiance