# Kaon: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Value selling tools](https://www.gane.ai/index/gtm/sales/value-selling-tools/index.md) | 0% | 89 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| 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 Kaon, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- kaon.com: 3 (its own site)
- roi-selling.com: 3
- cobl.ai: 2
- capterra.com: 1
- outreach.ai: 1
- rginsys.com: 1
- roi-calc.com: 1
- sana-commerce.com: 1
- sandler.com: 1
- vanderbuild.co: 1

### Pages cited

- https://kaon.com/products/roi-value-calculators: 3
- https://roi-selling.com/: 3
- https://cobl.ai/use-cases/roi-tco-calculation: 2
- https://capterra.com/p/190222/VisualizeROI: 1
- https://outreach.ai/resources/tools/sales-roi-calculator: 1
- https://rginsys.com/tools/b2b-software-roi-calculator: 1
- https://roi-calc.com/: 1
- https://sana-commerce.com/campaign/b2b-e-commerce-roi-calculator: 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.