# Google Gemini: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 37 judge labels across 7 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/google-gemini

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise AI assistants](https://www.gane.ai/index/it/it-data/enterprise-ai-assistants/index.md) | 0% | 17 | 25% | 24 |
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 206 | 100% | 3 |
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 0% | 139 | 100% | 3 |
| [AI coding assistants](https://www.gane.ai/index/it/developer/ai-coding-assistants/index.md) | 0% | 27 | 0% | 2 |
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 0% | 117 | 50% | 2 |
| [DDI and IP address management](https://www.gane.ai/index/it/network/ddi-and-ipam/index.md) | 0% | 114 | 100% | 2 |
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 72 | 0% | 1 |

## What the models said for it

- "Microsoft 365 Copilot or Gemini Enterprise offer the fastest ROI because employees do not need to switch applications." (Gemini 3.5 Flash, Enterprise AI)
- "If you are all-Google: Evaluate Google Vertex AI / Gemini. Similar integration depth for Gmail and Docs." (Qwen 3.7 Flash, Enterprise AI)
- "If you rely on Google Workspace, *Gemini Enterprise* integrates directly into Docs, Gmail, and Drive." (Gemini 3.5 Flash, Enterprise AI)
- "Gemini Enterprise provides superior context awareness for users in Google-centric environments." (Qwen 3.7 Flash, AI IT agents)

## And against it

- "Public Generative AI (e.g., ChatGPT, Gemini) for Sensitive IT Tasks Why to avoid: ... using public AI models for internal IT operations is dangerous." (GLM 4.7 FlashX, AI IT agents)
- "Google Gemini or related products (high risk/D): Leverages Google's vast data ecosystem, raising privacy and lock-in concerns." (Grok 4.20, AI security)
- "Personal ChatGPT, Claude, Gemini or other consumer AI accounts used for work sit outside AI governance entirely." (Muse Glimmer 30B, Enterprise AI)
- "Public Consumer-Facing Tools (e.g., OpenAI's ChatGPT, Google's Gemini/Bard...): High risk of data leakage" (Grok 4.20, ML platforms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 2 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 0 | 3 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 3 | 5 |
| MiniMax M2.5 | 0 | 2 | 0 | 1 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 2 | 1 | 4 | 7 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google Gemini, from 95 of the 108 answers that named it (only the models that return a source list).

### Domains cited

- coworker.ai: 38
- microsoft.com: 33
- perceptis.ai: 23
- gane.ai/index: 22
- slite.com: 18
- openai.com: 17
- moveworks.com: 14
- resources.rework.com: 14
- learn.microsoft.com: 12
- bestaiforenterprises.com: 10

### Pages cited

- https://coworker.ai/blog/best-enterprise-ai-assistant-2026: 26
- https://perceptis.ai/blog/best-enterprise-ai-software-in-2026-top-tools-by-category: 23
- https://coworker.ai/blog/enterprise-ai-pricing-comparison-2026: 12
- https://slite.com/learn/ai-assistants-for-business: 12
- https://microsoft.com/en-us/copilot/resources/compete: 10
- https://www.gane.ai/index/it/it-data/enterprise-ai-assistants: 9
- https://microsoft.com/en-us/copilot/pricing/enterprise: 9
- https://resources.rework.com/tools/ai-tools/best-ai-tools-for-enterprise-2026: 9

## Record

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