# Controlio: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/hr/vendors/controlio

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Employee monitoring](https://www.gane.ai/index/hr/planning/employee-monitoring/index.md) | 0% | 21 | 0% | 8 |

## What the models said for it

- "Controlio is a lower-cost alternative with extensive capture features" (Perplexity Sonar, Employee monitoring)
- "Controlio – best for real-time desktop monitoring; on-premise option." (Muse Glimmer 30B, Employee monitoring)
- "Emphasizes compliance‑oriented monitoring and scalability" (GLM 4.7 FlashX, Employee monitoring)

## 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 | 0 | 0 | 0 |
| 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 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Controlio, from 23 of the 24 answers that named it (only the models that return a source list).

### Domains cited

- firsthr.app: 11
- softwareadvice.com: 11
- resources.rework.com: 10
- insightful.io: 9
- g2.com: 8
- business.com: 7
- forbes.com: 7
- teramind.co: 7
- controlio.net: 6 (its own site)
- ico.org.uk: 6

### Pages cited

- https://firsthr.app/compare/general/employee-monitoring-software: 11
- https://softwareadvice.com/employee-monitoring: 11
- https://resources.rework.com/tools/workforce-analytics/best-employee-monitoring-software-2026: 9
- https://business.com/categories/employee-monitoring-software: 7
- https://forbes.com/advisor/business/software/best-employee-monitoring-software: 7
- https://insightful.io/blog/employee-activity-monitoring-tools-compared: 6
- https://fitsmallbusiness.com/employee-monitoring-software: 5
- https://g2.com/categories/employee-monitoring-software/enterprise: 5

## In its own words

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

- Positioning: Cloud-based computer monitoring software for hybrid and remote teams. (https://controlio.net/)
- For: business (https://controlio.net/)
- Price stated: Basic Plan 6.67 USD per user per month (billed annually); Advanced Plan 9.99 USD per user per month (billed annually); Enterprise Plan custom pricing for 100+ users with unlimited storage and priority support (https://controlio.net/)
- Starting price: 6.67 (https://controlio.net/)
- Free plan or trial: 14-day free trial (https://controlio.net/)
- Certifications: GDPR, HIPAA
- Hosting: Windows, Web, Cloud

## What it publishes

Every page controlio.net exposes, read 2026-10-05: 82 addresses. By kind, pages and the last 90 days:

- blog: 15 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated

## Record

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