# Microsoft Graph API: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/microsoft-graph-api

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [API management](https://www.gane.ai/index/it/developer/api-management/index.md) | 0% | 53 | 100% | 1 |
| [Microsoft 365 management](https://www.gane.ai/index/it/operations/microsoft-365-management/index.md) | 0% | 42 | 0% | 1 |

## What the models said for it

- "Use instead: Microsoft Graph API (graph.microsoft.com)." (Gemini 3.5 Flash, M365 management)

## And against it

- "Poor documentation — Consistently criticized as sparse, incomplete" (DeepSeek V4 Flash, API management)

## 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 | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 1 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Microsoft Graph API, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 1
- boomi.com: 1
- capterra.com: 1
- cloudnuro.ai: 1
- community.latenode.com: 1
- devtune.ai: 1
- discuss.konghq.com: 1
- g2.com: 1
- github.com: 1
- jitterbit.com: 1

### Pages cited

- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-ay2oifuxwfsla: 1
- https://boomi.com/blog/api-management-buyers-guide: 1
- https://capterra.com/api-management-software: 1
- https://cloudnuro.ai/blog/top-10-api-management-governance-tools-for-it-leaders-in-2025: 1
- https://community.latenode.com/t/payment-issues-with-rapidapi-marketplace/36349: 1
- https://devtune.ai/verticals/api-development-management/mulesoft.md: 1
- https://discuss.konghq.com/c/general/1: 1
- https://discuss.konghq.com/latest: 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.