# Omni: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 9 judge labels across 1 categories by 6 of 14 models. Page: https://it-ai-index.com/vendors/omni/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Embedded analytics | 2% | 9 | 0% | 9 |

## What the models said for it

- "Choose Cube or Omni if you are building a modern SaaS application that needs scalable, highly secure multi-tenancy" (Gemini 3.5 Flash, Embedded analytics)
- "Omni is considered the best overall choice for governed embedded analytics with AI" (Llama 4 Maverick, Embedded analytics)
- "Omni is the best overall choice for governed embedded analytics with AI" (Claude Haiku 4.5, Embedded analytics)
- "Best Overall for Governed Metrics & Embedded AI: Omni" (Gemini 3.5 Flash, Embedded analytics)

## In its own words

What Omni's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The AI analytics platform (https://omni.co/)
- For: Data teams (https://omni.co/)
- Free plan or trial: Free Trial (https://omni.co/)
- Certifications: Omni Platform Certification
- Customers named: Cribl, Photoroom, BambooHR, SWBC, Ordermentum, Trint, Zapnito

## What it publishes

Every page omni.co exposes, read 2026-09-29: 1495 addresses. By kind, pages and the last 90 days:

- blog: 181 pages, 26 in the last 90 days, latest 2026-09-28
- case study: 28 pages, 3 in the last 90 days, latest 2026-09-09
- conference or event: 23 pages, 0 in the last 90 days, latest 2025-06-18
- report or ebook: 53 pages, 0 in the last 90 days, latest undated
- comparison: 16 pages, 3 in the last 90 days, latest 2026-08-21
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2024-06-11
- podcast or video: 1 pages, 0 in the last 90 days, latest 2022-04-05
- news or press: 9 pages, 0 in the last 90 days, latest 2026-04-23
- Recent: 2026-09-28 blog: Why the best dashboard might be no dashboard at all https://omni.co/blog/why-the-best-dashboard-might-be-no-dashboard-at-all
- Recent: 2026-09-25 blog: Best semantic layer for ai and bi 2026 https://omni.co/articles/best-semantic-layer-for-ai-and-bi-2026
- Recent: 2026-09-25 blog: Best embedded analytics tools 2026 https://omni.co/articles/best-embedded-analytics-tools-2026
- Recent: 2026-09-25 blog: Best bi tools for dbt teams governed semantic layer ai queries and embedded analytics 2026 https://omni.co/articles/best-bi-tools-for-dbt-teams-governed-semantic-layer-ai-queries-and-embedded-analytics-2026
- Recent: 2026-09-24 blog: Toward an ai harness that carries its own weight https://omni.co/blog/toward-an-ai-harness-that-carries-its-own-weight
- Recent: 2026-09-23 blog: Bringing jev into omni https://omni.co/blog/bringing-jev-into-omni

## 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.