# CMap: 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/finance/vendors/cmap

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Professional services automation](https://www.gane.ai/index/finance/receivables/professional-services-automation/index.md) | 0% | 88 | 50% | 2 |

## And against it

- "those tend to sit higher in price than the lightweight tools above" (Muse Glimmer 30B, PSA)

## 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 | 1 | 0 | 1 |
| 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 CMap, from 11 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 11
- softwareadvice.com: 10
- capterra.com: 8
- rize.io: 6
- plaky.com: 5
- slashdot.org: 4
- softwareadvice.co.uk: 4
- cmap.io: 3 (its own site)
- getapp.com: 3
- teamwork.com: 3

### Pages cited

- https://g2.com/categories/professional-services-automation/small-business: 10
- https://softwareadvice.com/category/4135-professional-services-automation: 8
- https://capterra.com/professional-services-automation-software: 7
- https://rize.io/best/psa-software-2026: 6
- https://plaky.com/blog/professional-services-automation-software: 5
- https://softwareadvice.com/category/4135-professional-services-automation/small-business: 5
- https://softwareadvice.co.uk/directory/4135/psa/software: 4
- https://slashdot.org/software/professional-services-automation/f-startup: 3

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.