Soda Core vs Great Expectations: Which is Better in 2026?
Choosing between Soda Core and Great Expectations comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Bottom line: Soda Core is our overall pick for data quality workflows. Pick Great Expectations if you need a free tier to start with.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Soda Core
Automate data quality detection, explanation, and resolution with AI-powered data observability.
Best for you if:
- • Automates data quality detection and resolution using advanced AI.
- • Unifies data quality workflows for both engineers and business users.
Great Expectations
Ensure governance and trust in AI with robust data quality across your pipelines.
Best for you if:
- • Ensures data quality and governance across pipelines.
- • Provides tools for data validation, monitoring, and collaboration.
| At a Glance |  Soda Core |  Great Expectations |
|---|---|---|
Starts at | FreeFree tier available | FreeFree tier available |
Best For | Data Quality | Data Quality |
Rating | 4.4/5 | - |
Choose Soda Core or Great Expectations?
Choose Soda Core if
Automate data quality detection, explanation, and resolution with AI-powered data observability.
- Significantly reduces false positives in anomaly detection (70% fewer than Facebook Prophet).
- Scales efficiently to large datasets (1B rows in 64 seconds).
- Unifies technical and business teams around data quality with shared workflows and data contracts.
Choose Great Expectations if
Ensure governance and trust in AI with robust data quality across your pipelines.
- Catches data problems early in the pipeline
- Helps align technical and business teams on data quality
- Flexible and integrates with existing data workflows
| Feature | Soda Core | Great Expectations |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | ★4.4/5 55 reviews | No ratings yet |
| Categories | Data QualityAnalytics | Data QualityETL & Data Pipelines |
In-Depth Analysis
Soda Core
Automate data quality detection, explanation, and resolution with AI-powered data observability.
Strengths
- +Significantly reduces false positives in anomaly detection (70% fewer than Facebook Prophet).
- +Scales efficiently to large datasets (1B rows in 64 seconds).
- +Unifies technical and business teams around data quality with shared workflows and data contracts.
- +Automates the creation of data quality checks and contracts, reducing manual effort.
- +Detects anomalies at a granular record level without requiring explicit check definitions.
Weaknesses
- -No explicit free tier mentioned, suggesting it's a paid solution.
- -Requires integration into existing data environments.
Key features
Great Expectations
Ensure governance and trust in AI with robust data quality across your pipelines.
Strengths
- +Catches data problems early in the pipeline
- +Helps align technical and business teams on data quality
- +Flexible and integrates with existing data workflows
- +Offers both open-source and cloud solutions
- +Automates data quality checks and test generation
Weaknesses
- -Specific pricing details for Team and Enterprise solutions are not publicly available, requiring direct engagement to understand costs.
- -The primary focus is on data quality testing and validation, which might not encompass all aspects of a broader data governance strategy without integration with other tools.
- -While built on open source, the advanced features and managed service (GX Cloud) require a commercial offering, potentially limiting the full experience for purely open-source users.
Key features
Pricing: Soda Core vs Great Expectations
| Plan | Soda Core | Great Expectations |
|---|---|---|
| Tier 1 | $0 per month Free | Free Developer |
| Tier 2 | $750 per month Team | Contact us Team |
| Tier 3 | Custom pricing Enterprise | Contact us Enterprise |
Pricing verified from each vendor's public pricing page. Compare in detail on Soda Core pricing and Great Expectations pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Soda Core
Want the highest-rated option?
Soda Core is rated 4.4/5. Great Expectations has no ratings yet.
Go with: Soda Core
Value user reviews?
Soda Core: 55 reviews (4.4/5). Great Expectations: no ratings yet.
Go with: Soda Core
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
Both are data quality tools. Compare their specific features to decide.
How important are ratings?
Soda Core is rated 4.4/5; Great Expectations has no ratings yet.
Key Takeaways
Soda Core
- Free tier available
- Our pick for this comparison
Great Expectations
- Choose if you want ensure governance and trust in AI with robust data quality across your pipelines
The Bottom Line
Soda Core is our pick.
Frequently Asked Questions
Is Soda Core or Great Expectations better?
Soda Core is rated in our evaluation. Both are freemium.
What are Soda Core and Great Expectations used for?
Soda Core: Automate data quality detection, explanation, and resolution with AI-powered data observability.. Great Expectations: Ensure governance and trust in AI with robust data quality across your pipelines..
What does Soda Core cost vs Great Expectations?
Soda Core is freemium (free tier + paid plans). Great Expectations is freemium (free tier + paid plans). Visit their websites for detailed pricing.