# Dremio Community Edition: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 14 models. Page: https://it-ai-index.com/vendors/dremio-community-edition/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data virtualization | 6% | 6 | 0% | 4 |

## What the models said for it

- "start with Teiid for classic data virtualization or Dremio Community Edition for federated lakehouse querying" (Muse Glimmer 30B, Data virtualization)
- "Dremio Community if you want a more approachable free starting point" (GPT-6 Luna, Data virtualization)
- "Top Recommendation: Dremio Community Edition (Free)" (DeepSeek V4 Flash, Data virtualization)
- "Choose Dremio Community Edition if you want a more packaged solution" (Kimi K2, Data virtualization)

## In its own words

What Dremio Community Edition's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Free query engine for local machines or servers (https://dremio.com/)
- Price stated: Free (https://dremio.com/)
- Free plan or trial: Free query engine for local machines or servers (https://dremio.com/)
- Certifications: SOC 2 Type II, ISO 27001:2022, GDPR, CCPA, HIPAA
- Hosting: United States, EMEA

## What it publishes

Every page dremio.com exposes, read 2026-09-29: 10282 addresses. By kind, pages and the last 90 days:

- blog: 804 pages, 0 in the last 90 days, latest undated
- case study: 47 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 283 pages, 0 in the last 90 days, latest 2026-01-06
- conference or event: 482 pages, 0 in the last 90 days, latest undated
- report or ebook: 71 pages, 0 in the last 90 days, latest 2025-04-29
- comparison: 60 pages, 0 in the last 90 days, latest 2017-09-08
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 70 pages, 0 in the last 90 days, latest 2026-05-05
- podcast or video: 8 pages, 0 in the last 90 days, latest 2024-05-07
- news or press: 767 pages, 0 in the last 90 days, latest 2026-05-04
- Recent: 2026-05-05 glossary or explainer: What is dremio https://www.dremio.com/blog/what-is-dremio
- Recent: 2026-05-04 news or press: Sap to acquire dremio to unify sap and non sap data to power agentic ai https://www.dremio.com/newsroom/sap-to-acquire-dremio-to-unify-sap-and-non-sap-data-to-power-agentic-ai
- Recent: 2026-01-06 webinar or virtual event: Combining innovation and sovereignty the data transformation of urssaf caisse nationale https://www.dremio.com/subsurface/on-demand/combining-innovation-and-sovereignty-the-data-transformation-of-urssaf-caisse-nationale
- Recent: 2026-01-06 webinar or virtual event: How genomics england are using dremio to support the national genomics library ngrl https://www.dremio.com/subsurface/on-demand/how-genomics-england-are-using-dremio-to-support-the-national-genomics-library-ngrl
- Recent: 2026-01-06 webinar or virtual event: Dremio schaeffler data for everyone not just it https://www.dremio.com/subsurface/on-demand/dremio-schaeffler-data-for-everyone-not-just-it
- Recent: 2026-01-06 webinar or virtual event: Odbc takes an arrow to the knee adbc https://www.dremio.com/subsurface/on-demand/odbc-takes-an-arrow-to-the-knee-adbc

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.