# QuickBooks Desktop: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/quickbooks-desktop

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Accounting software](https://www.gane.ai/index/finance/accounting/accounting-software/index.md) | 0% | 45 | 50% | 2 |
| [Revenue recognition](https://www.gane.ai/index/finance/accounting/revenue-recognition/index.md) | 0% | 91 | 100% | 1 |

## And against it

- "avoid QuickBooks for revenue recognition" (GLM 4.7 FlashX, Revenue recognition)
- "QuickBooks Desktop versions that are out of support—and “lifetime” licenses from resellers... Desktop 2023 lost support and connected services after May 31, 2026" (GPT-6 Luna, 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 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named QuickBooks Desktop, from 11 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- quickbooks.intuit.com: 6
- resources.rework.com: 4
- sage.com: 4
- capterra.com: 3
- reddit.com: 3
- airwallex.com: 2
- business.com: 2
- cnbc.com: 2
- consumeraffairs.com: 2
- fitsmallbusiness.com: 2

### Pages cited

- https://resources.rework.com/tools/erp-finance/best-accounting-software-2026: 3
- https://cnbc.com/select/how-to-choose-the-right-accounting-software: 2
- https://consumeraffairs.com/computers/intuit_quickbooks.html: 2
- https://forbes.com/advisor/business/software/best-accounting-software: 2
- https://irisglobal.com/blog/accounting/four-red-flags-when-choosing-accounting-software: 2
- https://quickbooks.intuit.com/learn-support/en-us/help-article/new-subscriptions/us-quickbooks-desktop-sold-july-2024/L5lkQNq7L_US_en_US: 2
- https://techradar.com/best/accounting-software-small-business: 2
- http://sec.gov/enforcement-litigation/administrative-proceedings/34-42326: 1

## In its own words

What QuickBooks Desktop's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: the final version (https://quickbooks.ninja/guides/quickbooks-mac-end-of-life)
- For: Mac users (https://quickbooks.ninja/guides/quickbooks-mac-end-of-life)

## 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.