Can someone summarize the main complaints and negative reviews about Great Expectations open source versus their new enterprise data validation tool based on recent user feedback?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone summarize the main complaints and negative reviews about Great Expectations open source versus their new enterprise data validation tool based on recent user feedback?
3 real searches · 1 real-search pass
Great Expectations GX Cloud user reviews complaints 2025 2026 enterprise data validation tool feedbackGoogle ↗
OBSERVEDReason
Great Expectations open source negative reviews complaints GitHub Reddit 2025 2026Google ↗
OBSERVEDReason
Great Expectations GX Cloud reviews complaints enterprise data quality platform user feedbackGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Great Expectations GX Cloud user reviews complaints 2025 2026 enterprise data validation tool feedback Google ↗
Great Expectations open source negative reviews complaints GitHub Reddit 2025 2026 Google ↗
Great Expectations GX Cloud reviews complaints enterprise data quality platform user feedback Google ↗
- Changelog · docs.greatexpectations.io
- Great Expectations (acquired by FICO): open-source data quality testing review · datastackindex.com
- Tried Great Expectations but the docs were shit, but do I even need a tool? · reddit.com
- Great Expectations is bloaty. What are the alternatives? · reddit.com
- Great Expectations review, pricing, and verified intelligence · zendikt.com
- Great Expectations failing with "MemoryError" during large dataset profiling and suite creation · fivetran great_expectations · Discussion #11522 · github.com
- Latest topics · discourse.greatexpectations.io
- Great Expectations vendor trust score · zendikt.com
- An Update for the Great Expectations Community · greatexpectations.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Great Expectations GX Cloud user reviews complaints 2025 2026 enterprise data validation tool feedback OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Great Expectations open source negative reviews complaints GitHub Reddit 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Great Expectations GX Cloud reviews complaints enterprise data quality platform user feedback OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |