# Omni: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/omni

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 22 | 0% | 8 |

## What the models said for it

- "Best overall for governed embedded analytics and semantic-layer-aware AI: Omni" (Muse Glimmer 30B, Embedded analytics)
- "Choose Omni instead if your priority is a shared semantic layer" (Perplexity Sonar, Embedded analytics)
- "Omni is the best white-label embedded analytics platform in 2026." (Claude Haiku 4.5, Embedded analytics)
- "C. Omni (Best for Governed Data & AI Capabilities)" (Gemini 3.5 Flash, Embedded analytics)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Omni, from 16 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- omni.co: 16 (its own site)
- qrvey.com: 8
- cube.dev: 7
- holistics.io: 7
- datatako.com: 6
- upsolve.ai: 6
- zoho.com: 6
- boldbi.com: 5
- querio.ai: 4
- basedash.com: 3

### Pages cited

- https://omni.co/articles/best-embedded-analytics-tools-2026: 14
- https://cube.dev/articles/best-embedded-analytics-platforms-2026: 7
- https://qrvey.com/blog/best-embedded-analytics-tools: 7
- https://datatako.com/blog/best-embedded-analytics-platforms-2026: 5
- https://holistics.io/blog/best-embedded-analytics-tools: 5
- https://zoho.com/analytics/insightshq/top-embedded-analytics-tools.html: 4
- https://boldbi.com/blog/8-power-bi-alternatives: 3
- https://domo.com/learn/article/embedded-analytics-tools: 3

## 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/)
- 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://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.