# Canonical Landscape: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/canonical-landscape

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Patch management](https://www.gane.ai/index/it/operations/patch-management/index.md) | 0% | 53 | 0% | 1 |

## By model

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

## In its own words

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

- Positioning: Monitor and manage machines (https://canonical.com/)
- For: machine management users (https://canonical.com/partners)

## What it publishes

Every page canonical.com exposes, read 2026-09-29: 12678 addresses. By kind, pages and the last 90 days:

- blog: 5100 pages, 81 in the last 90 days, latest 2026-09-28
- case study: 25 pages, 0 in the last 90 days, latest 2024-11-01
- webinar or virtual event: 117 pages, 0 in the last 90 days, latest 2024-11-01
- conference or event: 295 pages, 1 in the last 90 days, latest 2026-08-01
- report or ebook: 11 pages, 0 in the last 90 days, latest 2023-11-01
- comparison: 39 pages, 0 in the last 90 days, latest 2025-12-01
- template or tool: 15 pages, 0 in the last 90 days, latest 2026-04-01
- glossary or explainer: 98 pages, 2 in the last 90 days, latest 2026-07-01
- podcast or video: 11 pages, 0 in the last 90 days, latest 2024-01-01
- Recent: 2026-09-28 blog: Charmed openshell alpha release https://canonical.com//blog/charmed-openshell-alpha-release
- Recent: 2026-09-28 blog: Charmed openshell alpha release https://canonical.com/blog/charmed-openshell-alpha-release
- Recent: 2026-09-23 blog: Ubuntu coming soon to qualcomm snapdragon x2 series platforms https://canonical.com//blog/ubuntu-coming-soon-to-qualcomm-snapdragon-x2-series-platforms
- Recent: 2026-09-23 blog: Accelerating delivery of cve fixes with a new kernel release strategy https://canonical.com//blog/accelerating-delivery-of-cve-fixes-with-a-new-kernel-release-strategy
- Recent: 2026-09-23 blog: Ubuntu coming soon to qualcomm snapdragon x2 series platforms https://canonical.com/blog/ubuntu-coming-soon-to-qualcomm-snapdragon-x2-series-platforms
- Recent: 2026-09-23 blog: Accelerating delivery of cve fixes with a new kernel release strategy https://canonical.com/blog/accelerating-delivery-of-cve-fixes-with-a-new-kernel-release-strategy

## 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.