# CCH: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/cch

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Accounting software](https://www.gane.ai/index/finance/accounting/accounting-software/index.md) | 0% | 53 | 100% | 1 |
| [Corporate tax provision](https://www.gane.ai/index/finance/tax/corporate-tax-provision/index.md) | 0% | 61 | 0% | 1 |

## And against it

- "Sage, Intuit, CCH, Thomson Reuters - all garbage." (Muse Glimmer 30B, Accounting software)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| 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 | 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 CCH, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 2
- reddit.com: 2
- accountingseed.com: 1
- acecloudhosting.com: 1
- apps.shopify.com: 1
- certumsolutions.com: 1
- g2.com: 1
- ignitespot.com: 1
- jdy.com: 1
- linkedin.com: 1

### Pages cited

- http://mcmanamonco.com/cloud-accounting-security: 1
- https://accountingseed.com/resources/accounting-software-buyers-guide/security: 1
- https://accountingseed.com/wp-content/uploads/2021/11/Security-Guide-1.pdf: 1
- https://acecloudhosting.com/blog/security-in-cloud-accounting-systems: 1
- https://apps.shopify.com/taxjar/reviews: 1
- https://capterra.com/corporate-tax-software: 1
- https://capterra.com/p/119968/TaxCloud/reviews: 1
- https://certumsolutions.com/library/best-accounting-software-for-small-business-guide: 1

## 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.