Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| ClickHouse | #3 | #1 | #4 | |
| MotherDuckTop pick | #1 | #3 | #5 | |
| BigQuery | #2 | #2 | #2 | |
| Snowflake | #4 | — | #1 | |
| Amazon Redshift | #5 | — | #3 | |
| DuckDB | — | — | #6 | |
| AWS | — | — | #7 | |
| Microsoft Azure | — | — | #8 |
Responses
What each engine answered, and how the shortlist moved.
- MotherDuck — Several data warehouses offer transparent, publicly available pricing, but MotherDuck, Google BigQuery, and ClickHouse Cloud stand out.
- BigQuery — Several data warehouses offer transparent, publicly available pricing, but MotherDuck, Google BigQuery, and ClickHouse Cloud stand out.
- ClickHouse — Several data warehouses offer transparent, publicly available pricing, but MotherDuck, Google BigQuery, and ClickHouse Cloud stand out.
- Snowflake — Snowflake publishes consumption pricing, but understanding credit consumption and total costs can be harder.
- Amazon Redshift
Crunchy Data Warehouse is the clearest choice for transparent pricing: it publishes fixed monthly prices by warehouse size, such as $178/month for 2 cores and 8 GB RAM and $712/month for 8 cores and 32 GB RAM. Other relatively transparent options include:
- ClickHouse — Aiven for ClickHouse: fixed, all-inclusive plans starting around $266/month, with no separate maintenance, networking, or storage fees.
- BigQuery — BigQuery: simple public usage pricing at $6.25 per tebibyte scanned, though actual bills vary with query volume.
- MotherDuck — MotherDuck: public compute-time pricing with a one-second billing minimum, making costs easier to estimate for intermittent workloads.
- Snowflake — While traditional enterprise cloud data warehouses like Snowflake, Google BigQuery , and Amazon Redshift publish their unit rates (e.g., cost per credit, terabyte scanned, or node hour), their bills are notoriously…
- BigQuery — While traditional enterprise cloud data warehouses like Snowflake, Google BigQuery , and Amazon Redshift publish their unit rates (e.g., cost per credit, terabyte scanned, or node hour), their bills are notoriously…
- Amazon Redshift — While traditional enterprise cloud data warehouses like Snowflake, Google BigQuery , and Amazon Redshift publish their unit rates (e.g., cost per credit, terabyte scanned, or node hour), their bills are notoriously…
- ClickHouse — Factors like query optimization mistakes, concurrency queuing, and 60-second billing minimums often lead to surprise costs.[](https://motherduck.com/learn/data-warehouse-…
- MotherDuck — Factors like query optimization mistakes, concurrency queuing, and 60-second billing minimums often lead to surprise costs.[](https://motherduck.com/learn/data-warehouse-…
- DuckDB — Modern Serverless / Embedded Data Warehouses (e.g., MotherDuck / DuckDB): These platforms lean toward true per-second execution with minimal to no billing minimums or complex infrastructure sizing.
- AWS — Whether you are locked into a specific cloud provider (AWS, GCP , or Azure).
- Microsoft Azure — Whether you are locked into a specific cloud provider (AWS, GCP , or Azure).
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| clickhouse.com | Brand site · ClickHouse | 2 | ChatGPT, Google AI Mode |
| motherduck.com | Brand site · MotherDuck | 2 | ChatGPT, Google AI Mode |
| aiven.io | Web | 1 | Perplexity |
| crunchydata.com | Web | 1 | Perplexity |
| dev.to | Web | 1 | Perplexity |
| google.com | Web | 1 | ChatGPT |
| kanerika.com | Web | 1 | Perplexity |
| mitstech.co | Web | 1 | Perplexity |
| ovaledge.com | Web | 1 | Perplexity |
| peliqan.io | Web | 1 | Perplexity |
| scaleway.com | Web | 1 | Perplexity |
| skyvia.com | Web | 1 | ChatGPT |
| snowflake.com | Brand site · Snowflake | 1 | ChatGPT |
| stitchdata.com | Web | 1 | Perplexity |
| vendorpick.ai | Web | 1 | Perplexity |