Buyer prompt · published evidence
Which serverless data warehouse is best for bursty workloads, minimal administration, elastic scaling, and usage-based pricing?
An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.
- Intent
- recommendation
- Model providers
- 3
- Categories
- 1
- Last observed
- Aug 12, 2026, 12:00 AM UTC
Competitive outcome
Brands surfaced
Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | Databricksdatabricks.com ↗ | Data | 2 | 6 | 0 | Openai · Gemini |
| 02 | MotherDuckmotherduck.com ↗ | Data | 2 | 5 | 1 | Openai · Gemini |
| 03 | Amazon Redshiftaws.amazon.com ↗ | Data | 2 | 4 | 1 | Openai · Gemini |
| 04 | Snowflakesnowflake.com ↗ | Data | 1 | 4 | 0 | Openai |
| 05 | Google BigQuerycloud.google.com ↗ | Data | 1 | 3 | 0 | Openai |
| 06 | Dremiodremio.com ↗ | Data | 1 | 0 | 1 | Gemini |
| 07 | Fireboltfirebolt.io ↗ | Data | 1 | 0 | 1 | Openai |
Model comparison
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Data | Snowflake · Databricks · Google BigQuery · Amazon Redshift · Firebolt · MotherDuck | 6 | 6 | fa69f7b2…cdc0a |
| Anthropic | anthropic/claude-haiku-4-5 | Data | None observed | 0 | 0 | fb866e7d…89103 |
| Gemini | google/gemini-2.5-flash | Data | Databricks · Amazon Redshift · Dremio · MotherDuck | 8 | 8 | e0e7981d…271f2 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.