Apache Drill
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Apache Drill has 8.
Why models recommend it
“If you need schema-free exploration of semi-structured/NoSQL files: Apache Drill is a lightweight Apache project.”Muse Glimmer 30B · Budget-constrained question · alternative
“*Good Open-Source Alternative* ... Less actively developed compared to Trino”DeepSeek V4 Flash · Budget-constrained question · alternative
“Best for Lightweight & Schema-Free Virtualization”Gemini 3.5 Flash · Budget-constrained question · alternative
What gives them pause
“lack polished UIs, governance, and support—best for dev-savvy teams avoiding vendor lock-in”Grok 4.20 · Budget-constrained question · warning
“Raw, unmanaged Trino/Presto or Apache Drill without management wrappers.”Gemini 3.5 Flash · Negative question · warning
“Avoid hosting self-managed Trino, Presto, or Apache Drill clusters”Gemini 3.5 Flash · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Apache Drill, over the 16 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 14 | 3 | View → | |
| 11 | 4 | View → | |
| 10 | 4 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 13 of the 16 answers that named Apache Drill and are not a share of its labels.
Domains cited
No domain is on file for Apache Drill, so its own site is not marked. Three were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |