# Polaris PSA: 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/polaris-psa

## 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% | 48 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| 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 Polaris PSA, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 4
- g2.com: 4
- oneplan.ai: 4
- softwareadvice.com: 4
- financesonline.com: 3
- guideflow.com: 3
- bigtime.net: 2
- capterra.in: 2
- operating.app: 2
- psohub.com: 2

### Pages cited

- https://capterra.com/professional-services-automation-software: 4
- https://oneplan.ai/articles/best-professional-services-automation-software: 4
- https://financesonline.com/c/professional-services-automation-psa: 3
- https://g2.com/categories/professional-services-automation: 3
- https://guideflow.com/blog/psa-software: 3
- https://softwareadvice.com/category/4135-professional-services-automation: 3
- https://capterra.in/directory/16/professional-services-automation/software: 2
- https://operating.app/blog-posts/best-psa-tools-2026: 2

## 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.