# Minderest: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 32 | 0% | 2 |

## What the models said for it

- "An AI pricing platform for enterprise and mid-market leaders, offering data-driven pricing across every channel." (Llama 4 Maverick, 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 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Minderest, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- softwareworld.co: 4
- getapp.com: 3
- dupple.com: 2
- kleene.ai: 2
- softwareadvice.com: 2
- blogs.oracle.com: 1
- competera.ai: 1
- conga.com: 1
- dataintelo.com: 1
- devopsschool.com: 1

### Pages cited

- https://softwareworld.co/pricing-optimization-software: 4
- https://dupple.com/learn/best-ai-price-optimization-tools: 2
- https://kleene.ai/blog/price-optimization-tools: 2
- https://softwareadvice.com/pricing-optimization: 2
- https://blogs.oracle.com/cx/oracle-named-a-leader-in-the-2023-gartner-magic-quadrant-for-configure-price-and-quote-applications: 1
- https://competera.ai/resources/articles/automated-pricing-optimization: 1
- https://conga.com/products/price-optimization: 1
- https://dataintelo.com/report/price-optimization-software-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.