# Vlocity: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/vlocity

## 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) | 0% | 45 | 100% | 1 |
| [Territory and quota planning](https://www.gane.ai/index/gtm/revops/territory-and-quota-planning/index.md) | 0% | 105 | 100% | 1 |

## And against it

- "Buying Xactly, Varicent, or Vlocity when you have fewer than 10–15 reps is generally considered a waste of budget and effort" (Qwen 3.7 Flash, Commissions)
- "aren't ready for the massive implementation costs of enterprise-heavy systems like Vlocity" (Qwen 3.7 Flash, Territory planning)

## 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 | 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 | 2 | 2 |
| 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 Vlocity, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- capterra.ca: 2
- g2.com: 2
- softwareadvice.com: 2
- capterra.com: 1
- captivateiq.com: 1
- everstage.com: 1
- findstack.com: 1
- getapp.com: 1
- hoppier.com: 1
- leadchangegroup.com: 1

### Pages cited

- https://capterra.ca/directory/33455/sales-performance-management/software: 1
- https://capterra.ca/reviews/147634/easy-commission: 1
- https://capterra.com/commission-software: 1
- https://capterra.com/compare/41694-185569/Xactly-Incent-vs-Spiff: 1
- https://capterra.com/p/41694/Xactly/reviews: 1
- https://captivateiq.com/blog/sales-commission-tracking-how-to-do-it-successfully: 1
- https://everstage.com/10-best-commission-management-software: 1
- https://findstack.com/software/sales-performance-management/s/mid-market: 1

## 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.