# Gemini: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 5 categories by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/gemini

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Address verification tools](https://www.gane.ai/index/gtm/gtm-data/address-verification/index.md) | 0% | 61 | 100% | 1 |
| [Chatbots and conversational AI for support](https://www.gane.ai/index/gtm/customer/chatbots-and-conversational-ai-for-support/index.md) | 0% | 107 | 100% | 1 |
| [Competitive intelligence tools](https://www.gane.ai/index/gtm/marketing/competitive-intelligence/index.md) | 0% | 94 | 100% | 1 |
| [Proposal software](https://www.gane.ai/index/gtm/revops/proposal-software/index.md) | 0% | 58 | 100% | 1 |
| [RFP response software](https://www.gane.ai/index/gtm/sales/rfp-response-software/index.md) | 0% | 34 | 0% | 1 |

## What the models said for it

- "Use ChatGPT Plus, Claude Pro, or Gemini Advanced" (Gemini 3.5 Flash, RFP response)

## And against it

- "LLMs like ChatGPT, Claude, Gemini, and Deepseek, can be unpredictable and inaccurate" (Llama 4 Maverick, Address verification)
- "ChatGPT, Claude, and Gemini are not, by themselves, customer-support platforms" (Perplexity Sonar, Support chatbots)
- "Generative AI Tools (e.g., ChatGPT, Claude, Gemini, Jasper.ai, or any LLM-based writers) ... most commonly flagged for caution" (Grok 4.20, Proposals)
- "Be cautious with AI assistants used alone" (GLM 4.7 FlashX, Competitive intel)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| 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 | 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 Gemini, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- github.com: 2
- linkedin.com: 2
- loopio.com: 2
- sifthub.io: 2
- tribble.ai: 2
- 1up.ai: 1
- ai-visibility.org.uk: 1
- appdeck.com: 1
- arphie.ai: 1

### Pages cited

- https://tribble.ai/blog/ai-compliance-security-evaluation-enterprise-proposal-software: 2
- https://1up.ai/blog/the-best-rfp-software-buyers-guide: 1
- https://ai-visibility.org.uk/blog/ai-visibility-trackers-waste-of-money: 1
- https://appdeck.com/blog/how-to-choose-board-portal-software: 1
- https://arphie.ai/blog/top-5-rfp-tools-for-streamlining-your-proposal-process: 1
- https://autogenai.com/blog/how-to-evaluate-ai-proposal-software-2026: 1
- https://botpress.com/blog/customer-service-chatbot-platforms: 1
- https://brabners.com/insights/data-protection/5-confidentiality-data-protection-risks-that-businesses-face-when-using-public-ai-tools: 1

## Record

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