# Alfabet: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/alfabet

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise architecture tools](https://www.gane.ai/index/it/operations/enterprise-architecture-tools/index.md) | 0% | 102 | 50% | 2 |

## And against it

- "Customers of HOPEX / Bizzdesign / Alfabet are therefore being advised to validate the 1-3 year strategy with the vendor" (Muse Glimmer 30B, EA tools)

## 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 | 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 Alfabet, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- reddit.com: 5
- ardoq.com: 4
- guideflow.com: 4
- g2.com: 3
- globalaea.org: 3
- orbussoftware.com: 3
- superblocks.com: 3
- thectoclub.com: 3
- avolutionsoftware.com: 2
- bizzdesign.com: 2

### Pages cited

- https://guideflow.com/blog/enterprise-architecture-tools: 3
- https://superblocks.com/blog/enterprise-architecture-tools: 3
- https://thectoclub.com/tools/best-enterprise-architecture-software: 3
- https://ardoq.com/knowledge-hub/enterprise-architecture-tool: 2
- https://catio.tech/blog/enterprise-architecture-tools: 2
- https://cio.economictimes.indiatimes.com/tools/10-best-enterprise-arch/131705694: 2
- https://ciopages.com/buyer-guides/enterprise-architecture-tool: 2
- https://globalaea.org/blogpost/956055/519735/Visual-Enterprise-Architecture-on-Any-Budget: 2

## 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.