# Doctor Droid: 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/doctor-droid

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 43 | 0% | 1 |

## What the models said for it

- "Doctor Droid (free tier) for AI investigations" (MiniMax M2.5, AIOps)

## 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 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Doctor Droid, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- drdroid.io: 3
- g2.com: 3
- softwareadvice.com: 3
- getapp.com: 2
- learn.g2.com: 2
- softwareworld.co: 2
- sourceforge.net: 2
- atera.com: 1
- betterstack.com: 1
- capterra.com: 1

### Pages cited

- https://drdroid.io/engineering-tools/list-of-top-aiops-platforms-blog: 2
- https://g2.com/categories/aiops-platforms: 2
- https://g2.com/categories/aiops-platforms/small-business: 2
- https://getapp.com/all-software/aiops-platforms/org/small-business: 2
- https://learn.g2.com/best-aiops-platforms-for-it-operations-monitoring: 2
- https://softwareadvice.com/aiops-platforms: 2
- https://softwareadvice.com/aiops-platforms/small-business: 2
- https://softwareworld.co/aiops-platforms-software/comparison: 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.