Datagaps ETL Validator vs Soda
Verdict: Datagaps ETL Validator scores 8.6/10 against 8.2/10 for Soda on our data score for file testing tools.
Soda has a free plan; Datagaps ETL Validator does not.
Soda leads on 2 checks and Datagaps ETL Validator on 1; 3 are even, out of 6 checks (yes/no, price and seats) where we have data for both.
Choose Datagaps ETL Validator for teams validating data warehouse loads and large data migrations. Choose Soda for data engineering teams that want data contracts and pipeline tests with a free tier and published team price.
Scoreboard: 6 checks
| Check | Datagaps ETL Validator | Soda |
|---|---|---|
| Free plan | Leads | |
| Free trial | Leads | |
| Smaller seat minimum | Leads | |
| CSV, JSON and XML files | Even | Even |
| Parquet or Avro files | Even | Even |
| Schema / format validation | Even | Even |
| Total | 1 | 2 |
At a glance
| Datagaps ETL Validator | Soda | |
|---|---|---|
| Score | 8.6/10 (#4) | 8.2/10 (#5) |
| Best for | Teams validating data warehouse loads and large data migrations | Data engineering teams that want data contracts and pipeline tests with a free tier and published team price |
| Free plan | No | Yes |
| Paid from (annual) | See vendor | See vendor |
| Paid from (monthly) | — | $750/mo |
| Free trial | 14-day free trial, extendable by 14 days on request; no credit card required | — |
| Minimum seats | 4 | 1 |
| Platforms | Cloud (SaaS), Self-hosted runner (Kubernetes), Python library, Private deployment (Team plan), Python library (Soda Core) |
Features
| Tool | Score | CSV, JSON and XML files | Excel files | Parquet or Avro files | File-to-database comparison | Schema / format validation |
|---|---|---|---|---|---|---|
| Datagaps ETL Validator | 8.6/10 | Yes | Yes | Yes | Yes | Yes |
| Soda | 8.2/10 | Yes | Not confirmed | Yes | Not confirmed | Yes |
- Only Datagaps ETL Validator confirms: Excel files, File-to-database comparison.
Pros and cons
Datagaps ETL Validator
Pros- Validates 100% of rows rather than samples, with row-level detail on mismatches
- Drag-and-drop visual test builder and AI test generation from source-to-target mapping documents
- Flat file testing with a file watcher that triggers tests when new files arrive
- 14-day free trial, extendable by another 14 days on request; SOC 2 Type II and ISO 27001 certified
- No public prices; annual subscription with a minimum of 4 users
- Minimum contract term is one year
- BigQuery is not named on the product page (Snowflake and Databricks are)
Soda
Pros- Published pricing: Free at $0 and Team at $750 per month
- Free plan includes unlimited users and alerting and ticketing integrations, no credit card needed
- Alerts to Slack and Microsoft Teams; custom SQL metric monitors supported
- Deployment options: Python libraries in pipelines, Soda-hosted runner, or self-hosted runner
- Soda Core v4 is under the Elastic License 2.0, not an OSI open-source license
- SSO, RBAC, audit logs and the no-code interface require the Team plan
- Usage beyond the free Soda Processing Units (SPUs) is billed pay-as-you-go
Frequently asked questions
How do Datagaps ETL Validator and Soda compare on features and price?
Soda leads on 2 checks and Datagaps ETL Validator on 1; 3 are even, out of 6 checks (yes/no, price and seats) where we have data for both.
Is Datagaps ETL Validator better than Soda?
Datagaps ETL Validator scores 8.6/10 against 8.2/10 for Soda on our data score for file testing tools. Datagaps ETL Validator is best for teams validating data warehouse loads and large data migrations; Soda is best for data engineering teams that want data contracts and pipeline tests with a free tier and published team price.
Which is cheaper, Datagaps ETL Validator or Soda?
Check each vendor's pricing page; one of them does not publish an entry price.
Do Datagaps ETL Validator and Soda have free plans?
Datagaps ETL Validator: no. Soda: yes.
See the full File Testing Tools ranking for other options.
Sources
- Datagaps ETL Validator: official pricing page · Datagaps ETL Validator page · Datagaps pricing page · Datagaps data reconciliation page · Datagaps about us · Datagaps contact page
- Soda: official pricing page · Soda pricing page · Soda docs index (profiling, metric monitoring, freshness, Slack/Teams) · Soda docs: deployment options · Soda Core GitHub repository and LICENSE · Soda home page · Soda Core v3 release notes · Soda docs: DuckDB data source (v4) · soda-core LICENSE (GitHub)