Patch management · Named, not rankedCanonical Landscape
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Canonical Landscape has 1.
Why models recommend it
No positive label carried a quote.
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Canonical Landscape, over the 2 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 1 | 1 | View → | |
| 1 | 1 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Canonical Landscape's own site, not checked by Gane.
- For
- machine management users
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 →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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 5,100 | 81 | 2026-09-28 | Vector databases, NoSQL | |
| Conference or event | 295 | 1 | 2026-08-01 | ||
| Webinar or virtual event | 117 | 0 | 2024-11-01 | Cloud hosting | |
| Glossary or explainer | 98 | 2 | 2026-07-01 | Object storage, Vector databases | |
| Comparison | 39 | 0 | 2025-12-01 | IaC | |
| Case study | 25 | 0 | 2024-11-01 | ||
| Template or tool | 15 | 0 | 2026-04-01 | ||
| Report or ebook | 11 | 0 | 2023-11-01 | ||
| Podcast or video | 11 | 0 | 2024-01-01 |
Most recent
- 2026-09-28Charmed openshell alpha release blog
- 2026-09-28Charmed openshell alpha release blog
- 2026-09-23Ubuntu coming soon to qualcomm snapdragon x2 series platforms blog
- 2026-09-23Accelerating delivery of cve fixes with a new kernel release strategy blog
- 2026-09-23Ubuntu coming soon to qualcomm snapdragon x2 series platforms blog
- 2026-09-23Accelerating delivery of cve fixes with a new kernel release strategy blog
How it is countedHide how it is counted
Every page canonical.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. 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.