# Qobra: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/hr/vendors/qobra

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Compensation management](https://www.gane.ai/index/hr/rewards/compensation-management/index.md) | 0% | 44 | 0% | 3 |

## What the models said for it

- "If you have sales teams, add Qobra (free tier) for commission management." (Kimi K2, Compensation management)

## 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| 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 Qobra, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 6
- leadchangegroup.com: 6
- fitsmallbusiness.com: 5
- spotsaas.com: 5
- softwareadvice.com: 4
- g2.com: 3
- quotapath.com: 3
- comprehensive.io: 2
- compup.io: 2
- getapp.com: 2

### Pages cited

- https://capterra.com/compensation-management-software: 6
- https://fitsmallbusiness.com/best-compensation-management-software: 5
- https://leadchangegroup.com/compensation-management-software/small-business: 5
- https://spotsaas.com/list/compensation-management-software/for-small-business: 5
- https://g2.com/categories/compensation-planning/small-business: 3
- https://softwareadvice.com/hr/compensation-management-comparison/small-business: 3
- https://comprehensive.io/content/best-compensation-management-software: 2
- https://hibob.com/blog/best-compensation-management-software: 2

## In its own words

What Qobra's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Sales compensation software and commission tracker that automates commission calculations, provides real-time visibility, and drives sales performance through transparency and accuracy. (https://qobra.co/)
- For: Sales Operations, Finance, Sales Teams (https://qobra.co/)
- Customers named: Make, ElevenLabs, DataSnipper, GoCardless, Ogury, Agicap, Doctolib, CoachHub

## What it publishes

Every page qobra.co exposes, read 2026-09-29: 1678 addresses. By kind, pages and the last 90 days:

- blog: 507 pages, 82 in the last 90 days, latest 2026-09-24
- case study: 34 pages, 23 in the last 90 days, latest 2026-08-05
- webinar or virtual event: 62 pages, 1 in the last 90 days, latest 2026-09-08
- report or ebook: 26 pages, 0 in the last 90 days, latest 2026-05-07
- comparison: 78 pages, 50 in the last 90 days, latest 2026-09-24
- template or tool: 75 pages, 6 in the last 90 days, latest 2026-09-01
- glossary or explainer: 244 pages, 78 in the last 90 days, latest 2026-09-23
- Recent: 2026-09-24 blog: Best commission calculation software https://www.qobra.co/blog/best-commission-calculation-software
- Recent: 2026-09-24 blog: Best sales compensation software revops finance teams https://www.qobra.co/blog/best-sales-compensation-software-revops-finance-teams
- Recent: 2026-09-24 blog: Best sales compensation software revops finance teams https://www.qobra.co/uk/blog/best-sales-compensation-software-revops-finance-teams
- Recent: 2026-09-24 comparison: Sales commission software vs excel why you should switch https://www.qobra.co/uk/blog/sales-commission-software-vs-excel-why-you-should-switch
- Recent: 2026-09-24 comparison: Ditch Excel: Switch to Sales Commission Software - Qobra https://www.qobra.co/blog/sales-commission-software-vs-excel-why-you-should-switch
- Recent: 2026-09-24 blog: Qobra hibob partnership https://www.qobra.co/blog/qobra-hibob-partnership

## 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.