# Qobra: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 19 judge labels across 3 categories by 10 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/qobra

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Sales commissions and incentive compensation](https://www.gane.ai/index/gtm/revops/sales-commissions-and-incentive-compensation/index.md) | 5% | 6 | 0% | 16 |
| [Sales gamification](https://www.gane.ai/index/gtm/sales/sales-gamification/index.md) | 0% | 17 | 0% | 2 |
| [Territory and quota planning](https://www.gane.ai/index/gtm/revops/territory-and-quota-planning/index.md) | 0% | 52 | 0% | 1 |

## What the models said for it

- "Qobra is a comprehensive sales compensation platform that offers a free version and a starting price of $39.00/month." (Llama 4 Maverick, Commissions)
- "Qobra is considered the best overall enterprise incentive compensation management tool" (Llama 4 Maverick, Commissions)
- "The Best Overall Value: Qobra ... Why it's a top choice for limited budgets" (Qwen 3.7 Flash, Commissions)
- "Qobra is a modern Sales Performance Management (SPM) and Incentive Compensation Management platform designed for fast-growing and mid-market sales organizations" (Claude Haiku 4.5, Territory planning)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 2 | 1 | 0 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| 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 | 2 | 1 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qobra, from 39 of the 39 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 21
- qobra.co: 20 (its own site)
- everstage.com: 16
- technologyadvice.com: 14
- performio.co: 13
- getapp.com: 12
- quotapath.com: 12
- g2.com: 11
- guideflow.com: 11
- visdum.com: 10

### Pages cited

- https://softwareadvice.com/commission: 17
- https://cfoshortlist.com/reports/sales-commission-software-buyers-guide: 8
- https://qobra.co/blog/best-commission-management-software: 8
- https://technologyadvice.com/blog/sales/best-sales-commission-software: 8
- https://performio.co/blog/best-sales-commission-software: 7
- https://firsthr.app/compare/payroll/sales-compensation-software: 6
- https://guideflow.com/blog/best-sales-compensation-software: 6
- https://technologyadvice.com/blog/sales/sales-commission-software: 6

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