
TLDR
- PostgreSQL handles 90% of use cases. It does relational data, JSON documents, full-text search, and geospatial queries in one database.
- MongoDB is better when your data is genuinely unstructured and changes shape frequently. Think: event logs, IoT sensor data, or content management.
- Don't pick MongoDB just because "we don't have a schema yet." That usually means you haven't thought hard enough about your data model.
- PostgreSQL's JSONB column type gives you the flexibility of a document store with the reliability of a relational database.
- If you're not sure, start with PostgreSQL. You can always add MongoDB later for specific use cases. Going the other direction is harder.
This is one of those debates that generates a lot of heat and not much light on the internet. NoSQL vs SQL. Documents vs tables. Flexibility vs structure. The truth is less dramatic than the blog wars suggest.
The Case for PostgreSQL (Our Default)
PostgreSQL is absurdly capable. Most people think of it as "the relational database," but modern PostgreSQL does way more than tables and joins. JSONB columns let you store and query document data. Full-text search eliminates the need for a separate search engine for most use cases. Extensions like PostGIS handle geospatial data. TimescaleDB turns it into a time-series database.
The practical upside: you run one database instead of three. That's fewer things to maintain, monitor, and debug when something breaks at 2am.
When MongoDB Actually Makes Sense
MongoDB has real strengths in specific scenarios. If your data is genuinely document-oriented, meaning each record is a self-contained document that doesn't relate much to other records, MongoDB's model is a natural fit. Content management systems, event logging, IoT data collection, and product catalogs with wildly varying attributes are good examples.
The Wrong Reason to Choose MongoDB
The most common bad reason: "We chose MongoDB because we don't have a schema yet." This usually means the team skipped the data modeling step. Every application has a data model, even if you haven't written it down. Choosing a schemaless database doesn't make the complexity disappear; it just moves it from the database layer to your application code.
Our Recommendation
At Stunzer Digital, PostgreSQL is our default for new projects. It handles the vast majority of use cases, has excellent tooling, and the JSONB flexibility means you rarely need a separate document store. We reach for MongoDB when there's a specific, justified reason to use it, not as a default.
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