Pricing Overview
Soda uses a freemium pricing model designed to let data engineering teams start monitoring data quality at no cost and scale into paid plans as their needs grow. The Free tier costs $0 per month and includes pipeline testing, metrics observability, and alerting integrations -- enough to validate Soda on a single project without any credit card. The Team plan starts at $750 per month, adding unlimited users, pay-as-you-go Soda Processing Units (SPUs), and catalog integrations. For organizations that need collaborative data contracts, AI-powered quality features, SSO, RBAC, and private deployment, the Enterprise tier carries custom pricing that requires a sales conversation.
We think the $750 per month entry point for Team is steep compared to some competitors in the data quality space, but the unlimited-users model means larger engineering squads avoid per-seat cost escalation. The free tier is genuinely usable for small projects, not just a marketing teaser. Soda also offers annual billing and volume discounts on paid plans, so teams committing to longer terms can negotiate better rates.
Plan Comparison
| Feature | Free ($0/mo) | Team ($750/mo) | Enterprise (Custom) |
|---|---|---|---|
| Pipeline testing | Yes | Yes | Yes |
| Metrics observability | Yes | Yes | Yes |
| Alerting & ticketing integrations | Yes | Yes | Yes |
| Soda Processing Units (SPUs) | Included allocation | Pay-as-you-go for additional SPUs | Volume-based |
| Unlimited users | No | Yes | Yes |
| Catalog integrations | No | Yes | Yes |
| Add-ons | No | Available | Available |
| Collaborative data contracts | No | No | Yes |
| No-code interface | No | No | Yes |
| AI-powered data quality features | No | No | Yes |
| Audit logs, custom roles, RBAC | No | No | Yes |
| Private deployment | No | No | Yes |
| SSO | No | No | Yes |
| Premium support | No | No | Yes |
| Annual billing & volume discounts | No | Available | Available |
The gap between Team and Enterprise is significant. Collaborative data contracts, the no-code interface, and AI-powered quality features are all locked behind Enterprise -- meaning many mid-market teams will face pressure to upgrade once they outgrow basic pipeline testing. We see this as the biggest decision point in Soda's pricing structure: the Team plan covers engineering-focused data quality checks, but governance and business collaboration features all require Enterprise.
Hidden Costs and Considerations
Soda's pricing has several cost factors worth flagging before you commit. The SPU-based usage model means your actual bill on the Team plan can exceed $750 per month depending on data volume -- pay-as-you-go SPU consumption is the primary variable cost. Add-ons on the Team plan carry separate pricing that you will only learn about during the sales process. Enterprise pricing requires a direct conversation with Soda's sales team, and we expect annual contracts with volume commitments to be standard. Budget for integration and onboarding time as well, especially when connecting to complex warehouse environments like Snowflake, Databricks, or BigQuery.
Cost Estimates by Team Size
| Team Size | Free | Team (Estimated) | Enterprise (Estimated) |
|---|---|---|---|
| 1-3 engineers | $0/mo | $750/mo + SPU usage | Contact sales |
| 5-10 engineers | $0/mo (limited) | $750/mo + SPU usage | Contact sales |
| 20+ engineers | Not practical | $750/mo base + significant SPU costs | Contact sales |
The Free plan works for 1-3 engineers running checks on a small, single-project scope. Once you need catalog integrations or your data volume grows, the Team plan becomes necessary. The Team plan's flat $750 per month base is the same regardless of team size since it includes unlimited users, but SPU consumption will scale with the volume and frequency of your data quality checks. For teams processing large datasets across dozens of pipelines, SPU overages could meaningfully increase the monthly bill well beyond the $750 base.
Enterprise pricing is entirely opaque from the outside. Given that competitors like Alation charge $60,000 to $198,000 per year, we expect Soda's Enterprise contracts to land in a similar range for large deployments, though likely at the lower end given Soda's positioning.
How Soda Pricing Compares
Soda occupies a middle ground in the data quality and observability market. It is far more accessible than enterprise-only platforms like Alation, but carries a higher entry-level price than lighter-weight tools like Secoda or Snowplow.
| Tool | Pricing Model | Starting Price | Free Tier |
|---|---|---|---|
| Soda | Freemium | $750/mo (Team) | Yes, $0/mo |
| Alation | Enterprise | $16,500/mo | No |
| Secoda | Freemium | $99/mo | Yes (1 editor, 500 resources) |
| Snowplow | Usage-Based | $9/mo | No |
Alation targets large enterprises with budgets starting at $60,000 to $198,000 per year, with 25 Creator seats running $198,000 per year alone. That is a completely different buyer profile than Soda's typical customer. Secoda's $99 per month Premium plan is significantly cheaper and includes a free tier with 1 editor and 500 resources, though Secoda focuses more on data cataloging than deep data quality automation. Snowplow starts at just $9 per month but serves a fundamentally different use case -- behavioral data pipelines -- rather than data quality monitoring and data contracts.
Soda's strongest value proposition is for mid-size data engineering teams that need automated data quality checks with a genuine free starting point and the option to scale into enterprise governance. If your primary need is a data catalog with light quality features, Secoda delivers more at a lower price point. If you need enterprise-grade governance with data contracts and AI-powered quality automation from day one, be prepared for Soda's Enterprise pricing conversation and the budget commitment that comes with it.