# Coders in Flow: 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/coders-in-flow

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI coding assistants](https://www.gane.ai/index/it/developer/ai-coding-assistants/index.md) | 0% | 56 | 100% | 1 |

## And against it

- "Overkill for simple autocomplete needs but powerful for complex projects" (GLM 4.7 FlashX, AI coding)

## 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 Coders in Flow, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- dev.to: 2
- github.com: 2
- cloudwards.net: 1
- cybernews.com: 1
- daily.dev: 1
- docs.github.com: 1
- gane.ai/index: 1
- redmonk.com: 1
- sourcegraph.com: 1
- toolradar.com: 1

### Pages cited

- https://github.com/devinschumacher/bestalternativesreview.com/blob/main/reviews/best-ai-code-tools.md: 2
- https://cloudwards.net/best-ai-coding-assistants: 1
- https://cybernews.com/ai-tools/best-ai-coding-assistants: 1
- https://daily.dev/blog/how-to-choose-ai-coding-assistant-before-you-pay: 1
- https://dev.to/nlocoding/ai-coding-assistant-cost-in-2026-real-prices-hidden-fees-and-roi-40jj: 1
- https://dev.to/nlocoding/ai-coding-assistants-for-embedded-systems-2026-guide-1h8j: 1
- https://dev.to/paullovelace/7-ai-coding-assistants-tested-honest-ranking-october-2026-2ehd: 1
- https://docs.github.com/en/copilot/reference/copilot-billing/models-and-pricing: 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.