What are the top complaints users have about Metabase when they try to use it for heavy production reporting?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top complaints users have about Metabase when they try to use it for heavy production reporting?
4 real searches · 1 real-search pass
Metabase complaints production reporting performance scaling concurrency dashboards user reviews limitationsGoogle ↗
OBSERVEDReason
Metabase heavy production reporting complaints permissions embedding exports query performance RedditGoogle ↗
OBSERVEDReason
site:metabase.com/docs latest scaling performance query concurrency caching serialization permissions audit logs Metabase productionGoogle ↗
OBSERVEDOther / navigational
Metabase production reporting governance version control dashboard sprawl permissions limitations user complaintsGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Metabase complaints production reporting performance scaling concurrency dashboards user reviews limitations Google ↗
Metabase heavy production reporting complaints permissions embedding exports query performance Reddit Google ↗
site:metabase.com/docs latest scaling performance query concurrency caching serialization permissions audit logs Metabase production Google ↗
Metabase production reporting governance version control dashboard sprawl permissions limitations user complaints Google ↗
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- softwareadvice.com · softwareadvice.com
- softwareadvice.com · softwareadvice.com
- Metabase Reviews (2026) · producthunt.com
- Metabase Reviews (2026) · producthunt.com
- Troubleshooting permissions · metabase.com
- Metabase problems, complaints and alternatives · friction.grain64.com
- Serialization · metabase.com
- How to run Metabase in production · metabase.com
- My dashboard is slow · metabase.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Metabase complaints production reporting performance scaling concurrency dashboards user reviews limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Metabase heavy production reporting complaints permissions embedding exports query performance Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:metabase.com/docs latest scaling performance query concurrency caching serialization permissions audit logs Metabase production OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Metabase production reporting governance version control dashboard sprawl permissions limitations user complaints OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |