# Smartpricing: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 118 | 100% | 2 |

## And against it

- "Multiple users report it as a "scam-like" experience due to rigid 13-month contracts... Avoid if you're a small operator" (Grok 4.20, Pricing optimization)
- "it was straight bad experience, you are no more that a simple number fixed tro a scam contract that has no sense" (Muse Glimmer 30B, Pricing optimization)

## 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 | 1 | 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 | 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 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Smartpricing, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- capterra.ca: 2
- capterra.com: 2
- getapp.com: 2
- softwareadvice.com: 2
- trustpilot.com: 2
- apps.shopify.com: 1
- capterra.ch: 1
- capterra.co.nz: 1
- capterra.com.au: 1
- devopsschool.com: 1

### Pages cited

- https://capterra.ca/directory/10064/pricing-optimization/software: 2
- https://capterra.com/p/203834/Smartpricing/reviews: 2
- https://capterra.com/pricing-optimization-software: 2
- https://getapp.com/sales-software/pricing-optimization: 2
- https://trustpilot.com/review/pricelabs.co: 2
- https://apps.shopify.com/priya/reviews: 1
- https://capterra.ca/software/203834/smartpricing: 1
- https://capterra.ch/software/203834/smartpricing: 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.