# Wiser: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/wiser

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 29 | 17% | 6 |

## What the models said for it

- "Safer alternatives to consider: ... PriceShape, or Wiser, which have stronger overall reviews" (Grok 4.20, Pricing optimization)
- "Wiser (Free Option Available)" (MiniMax M2.5, Pricing optimization)

## And against it

- "Billing practices and support are consistent deal-breakers." (DeepSeek V4 Flash, 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 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Wiser, from 13 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 10
- getapp.com: 9
- softwareworld.co: 9
- softwareadvice.com: 8
- softwareadvice.co.uk: 6
- g2.com: 5
- toolradar.com: 5
- rankite.com: 4
- sourceforge.net: 4
- dupple.com: 3

### Pages cited

- https://capterra.com/pricing-optimization-software: 10
- https://softwareadvice.co.uk/directory/4583/pricing-optimization/software: 6
- https://softwareworld.co/pricing-optimization-software: 6
- https://softwareworld.co/pricing-optimization-software/comparison: 6
- https://getapp.com/sales-software/pricing-optimization/org/small-business: 5
- https://softwareadvice.com/pricing-optimization/small-business: 5
- https://dupple.com/learn/best-ai-price-optimization-tools: 3
- https://getapp.com/sales-software/pricing-optimization: 3

## 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.