# Homegrown Toggle Systems: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/homegrown-toggle-systems

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Feature flags](https://www.gane.ai/index/it/developer/feature-flags/index.md) | 0% | 42 | 100% | 1 |

## And against it

- "Why to avoid: Accumulate into stale, unmanaged logic over time" (GLM 4.7 FlashX, Feature flags)

## 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 | 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 | 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 Homegrown Toggle Systems, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- alternativeto.net: 1
- arxiv.org: 1
- atlassian.com: 1
- aws.amazon.com: 1
- code.claude.com: 1
- dzone.com: 1
- gane.ai/index: 1
- getunleash.io: 1
- github.com: 1
- growthbook.io: 1

### Pages cited

- http://tipoweek.com/category/maps: 1
- https://alternativeto.net/browse/all: 1
- https://arxiv.org/html/2409.08498v1: 1
- https://atlassian.com/software-development/practices/feature-flagging: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-x22m6p4lybzwe: 1
- https://code.claude.com/docs/en/feature-availability: 1
- https://dzone.com/articles/enterprise-requirements-for-managing-feature-flags: 1
- https://www.gane.ai/index/it/developer/feature-flags: 1

## 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.