# Gemini: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/finance/vendors/gemini

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 0% | 93 | 67% | 3 |
| [Board and investor reporting](https://www.gane.ai/index/finance/planning/board-and-investor-reporting/index.md) | 0% | 102 | 100% | 1 |

## And against it

- "Be cautious with general-purpose, consumer-grade AI tools (e.g., free or basic versions of ChatGPT, Claude, Gemini, or similar standalone LLMs)" (Grok 4.20, AI accounting assistants)
- "ChatGPT, Claude, Gemini, and similar free AI tools when used for financial advice, tax guidance, or bookkeeping decisions" (MiniMax M2.5, AI accounting assistants)
- "ChatGPT, Claude, Gemini (free/personal versions) | AVOID" (DeepSeek V4 Flash, Board)

## 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 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

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

### Domains cited

- xero.com: 7
- financial-cents.com: 6
- quickbooks.intuit.com: 4
- resources.rework.com: 4
- becker.com: 3
- capterra.com: 3
- creativeplanning.com: 3
- dext.com: 3
- lionscripts.com: 3
- reddit.com: 3

### Pages cited

- https://xero.com/us/accountant-bookkeeper-guides/ai-in-accounting: 5
- https://financial-cents.com/resources/articles/ai-in-accounting: 4
- https://becker.com/blog/cpe/risks-of-ai-in-accounting-what-every-accounting-professional-needs-to-know: 3
- https://creativeplanning.com/insights/consulting/ai-accounting-risks-small-business-2026: 3
- https://lionscripts.com/blog/how-to-vet-ai-accounting-software: 3
- https://quickbooks.intuit.com/au/blog/accountants-and-bookkeepers/managing-ai-risks-in-accounting: 3
- https://resources.rework.com/tools/ai-tools/best-ai-tools-for-accountants-2026: 3
- https://techcapitalhub.com/top-ai-accounting-software: 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.