Data virtualization · Named, not rankedDremio Community Edition
Dremio Community Edition is a data virtualization product from Dremio · dremio.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Dremio Community Edition has 4.
Why models recommend it
“Best budget-conscious starting point: Dremio Community—if your team can host and maintain it. It's free”GPT-6 Luna · Budget-constrained question · first choice
“If you want a lakehouse-style engine with a managed UI for free: Dremio Community Edition is the easiest self-hosted install.”Muse Glimmer 30B · Budget-constrained question · alternative
“Consider this if the company is building an Apache Iceberg-based lakehouse and also wants query acceleration.”Perplexity Sonar · Budget-constrained question · alternative
“Dremio Community Edition is an excellent free alternative that's easier for non-specialists to adopt”DeepSeek V4 Flash · Budget-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Dremio Community Edition, over the 8 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 7 | 4 | View → | |
| 5 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 1 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Dremio Community Edition's own site, not checked by Gane.
- Price stated
- Free
- Free plan or trial
- Free query engine for local machines or servers
- Certifications
- SOC 2 Type II, ISO 27001, GDPR, CCPA, HIPAA
- Hosting
- United States, EMEA
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 8 of the 8 answers that named Dremio Community Edition and are not a share of its labels.
Domains cited
Thirty of the forty-one domain citations in answers naming Dremio Community Edition 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 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 804 | undated | Data warehouses, ETL | ||
| News or press | 767 | 0 | 2026-05-04 | Data warehouses, SOAR | |
| Conference or event | 482 | undated | ETL, Data warehouses | ||
| Webinar or virtual event | 283 | 0 | 2026-01-06 | Object storage, ETL | |
| Report or ebook | 71 | 0 | 2025-04-29 | ETL, Data warehouses | |
| Glossary or explainer | 70 | 0 | 2026-05-05 | ||
| Comparison | 60 | 0 | 2017-09-08 | Data warehouses | |
| Case study | 47 | undated | ETL | ||
| Podcast or video | 8 | 0 | 2024-05-07 | ||
| Template or tool | 1 | undated |
Most recent
- 2026-05-05What is dremio glossary or explainer
- 2026-05-04Sap to acquire dremio to unify sap and non sap data to power agentic ai news or press
- 2026-01-06Combining innovation and sovereignty the data transformation of urssaf caisse nationale webinar or virtual event
- 2026-01-06How genomics england are using dremio to support the national genomics library ngrl webinar or virtual event
- 2026-01-06Dremio schaeffler data for everyone not just it webinar or virtual event
- 2026-01-06Odbc takes an arrow to the knee adbc webinar or virtual event
How it is countedHide how it is counted
Every page dremio.com 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. Of its titles that name a category, most name data warehouses (24); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.