What are the best open source alternatives to Looker that recent grads can actually set up on AWS without spending a fortune
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best open source alternatives to Looker that recent grads can actually set up on AWS without spending a fortune
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 official documentation deploy Apache Superset AWS ECS Docker Metabase AWS EC2 Lightdash self hosted requirements Google ↗
2026 open source Looker alternatives Apache Superset Metabase Lightdash Cube AWS deployment pricing self hosted Google ↗
- Apache Superset · superset.apache.org
- Installation guide · superset.apache.org
- Metabase · metabase.com
- Installation guide · metabase.com
- Lightdash · lightdash.com
- Documentation · docs.lightdash.com
- Evidence · evidence.dev
- Redash · redash.io
- Best open-source alternatives to Looker (2026) · repolode.com
- Best open source BI tools compared 2026 · basedash.com
- Best Open Source BI Tools for SQL Teams (2026) · codewithsql.com
- Select the right instance type for Windows workloads · docs.aws.amazon.com
- Configuring the Metabase application database · metabase.com
- Security best practices for a self-hosted Metabase · metabase.com
- Running Metabase on Docker · metabase.com
- Backing up Metabase · metabase.com
- Metabase documentation · metabase.com
- AWS EC2 · aws.amazon.com
- Docker Compose · docs.docker.com
- dbt · getdbt.com
- PostgreSQL · postgresql.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 official documentation deploy Apache Superset AWS ECS Docker Metabase AWS EC2 Lightdash self hosted requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
2026 open source Looker alternatives Apache Superset Metabase Lightdash Cube AWS deployment pricing self hosted OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |