2 categories · RankedApache Druid
Apache Druid is a database for real-time OLAP analytics on event data · druid.apache.org ↗
Why models recommend it
“Apache Pinot, Druid, or ClickHouse (for analytics-heavy workloads)”Kimi K2 · Negative question · alternative
“Excellent for real-time analytics on high-cardinality data.”Grok 4.20 · Comparative question · alternative
“For analytical workloads with high query concurrency.”Grok 4.20 · Scale-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Apache Druid, over the 31 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 26 | 8 | View → | |
| 26 | 0 | View → | |
| 24 | 7 | View → | |
| 23 | 0 | View → | |
| 21 | 1 | View → | |
| 18 | 3 | View → | |
| 13 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → | |
| 8 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Apache Druid's own site, not checked by Gane.
- For
- Developers and analysts
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 26 of the 31 answers that named Apache Druid and are not a share of its labels.
Domains cited
106 of the 106 domain citations in answers naming Apache Druid came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Comparison | 6 | undated |
How it is countedHide how it is counted
Every page druid.apache.org exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.