# QGIS: 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/gtm/vendors/qgis

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Territory and quota planning](https://www.gane.ai/index/gtm/revops/territory-and-quota-planning/index.md) | 0% | 84 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 |

## Sources returned with these answers

The sites and pages cited by the answers that named QGIS, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- arrows.to: 1
- caliper.com: 1
- cleverly.co: 1
- g2.com: 1
- gradient.works: 1
- lative.ai: 1
- maptive.com: 1
- quotapath.com: 1
- salesforce.com: 1
- valuecore.ai: 1

### Pages cited

- https://arrows.to/resources/best-sales-planning-tools: 1
- https://caliper.com/maptitude/blog/25-best-sales-territory-mapping-software/default.htm: 1
- https://cleverly.co/blog/sales-territory-mapping-software: 1
- https://g2.com/products/quotapath/pricing: 1
- https://gradient.works/blog/best-territory-planning-software: 1
- https://lative.ai/blog/best-crm-for-sales-planning: 1
- https://maptive.com/best-sales-planning-tools: 1
- https://quotapath.com/: 1

## What it publishes

Every page qgis.org exposes, read 2026-09-29: 1050 addresses. By kind, pages and the last 90 days:

- blog: 582 pages, 1 in the last 90 days, latest 2026-07-06
- case study: 3 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest undated
- conference or event: 28 pages, 0 in the last 90 days, latest 2026-03-05
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 8 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 5 pages, 0 in the last 90 days, latest undated
- podcast or video: 2 pages, 0 in the last 90 days, latest 2015-11-01
- Recent: 2026-07-06 blog: Coming soon qgis plugins website v4 0 0 https://blog.qgis.org/2026/07/06/coming-soon-qgis-plugins-website-v4-0-0
- Recent: 2026-05-17 blog: Qgis grant programme 2026 results https://blog.qgis.org/2026/05/17/qgis-grant-programme-2026-results
- Recent: 2026-04-23 blog: Plugin repository security enhancements https://blog.qgis.org/2026/04/23/plugin-repository-security-enhancements
- Recent: 2026-04-13 blog: Were hiring qgis administrative assistant wanted https://blog.qgis.org/2026/04/13/were-hiring-qgis-administrative-assistant-wanted
- Recent: 2026-03-18 blog: Qgis sustaining member campaign 2026 https://blog.qgis.org/2026/03/18/qgis-sustaining-member-campaign-2026
- Recent: 2026-03-17 blog: Welcoming our latest flagship sustaining member coss https://blog.qgis.org/2026/03/17/welcoming-our-latest-flagship-sustaining-member-coss

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.