# Microsoft Copilot: 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/finance/vendors/microsoft-copilot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 0% | 86 | 50% | 2 |

## What the models said for it

- "If you are already on Microsoft 365, Dynamics 365 Business Central with Copilot is the most transparently priced mid-market ledger with AI agents included." (Muse Glimmer 30B, AI accounting assistants)

## And against it

- "Public chatbots (ChatGPT, Claude, Copilot, etc.) used directly with client data. | Data can be used to train models, leading to privacy violations" (GLM 4.7 FlashX, AI accounting assistants)

## 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Microsoft Copilot, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- cpapracticeadvisor.com: 2
- linkedin.com: 2
- rillet.com: 2
- sourceforge.net: 2
- zeni.ai: 2
- abdelhamidcpa.com: 1
- accaglobal.com: 1
- agicap.com: 1
- albato.com: 1
- aviatrix.ai: 1

### Pages cited

- https://rillet.com/blog/5-best-accounting-software-solutions-medium-sized-businesses: 2
- https://zeni.ai/blog/best-ai-accounting-software: 2
- https://abdelhamidcpa.com/2026/07/05/choosing-ai-accounting-tool-uae-sme: 1
- https://accaglobal.com/an/en/technical-activities/uk-tech/in-practice-ezine-archive/in-practice-archive-2024/December/Considerations-when-using-AI-accounting.html: 1
- https://agicap.com/en-us/article/accounting-automation-software: 1
- https://albato.com/blog/publications/best-ai-agents-for-finance-operations: 1
- https://aviatrix.ai/threat-research-center/category/accounting: 1
- https://bdo.com/getContentAsset/8327678a-5dfa-424e-ae2b-d2b2e767ba5c/dfc3d011-8f63-43f6-9ed8-4b444333a1d0/ASSR-TPA-Reviewing-AI-Finance-Processes-TL.pdf: 1

## In its own words

What Microsoft Copilot's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Изберете вашия регион за Microsoft AI Copilot. (https://www.microsoft.com/bg-bg/microsoft-copilot/locale)
- For: организациите и отделните хора (https://www.microsoft.com/bg-bg/microsoft-copilot/copilot-101)
- Price stated: Microsoft 365 Personal: 9,99 € /месец; Microsoft 365 Family: 12,49 € /месец; Microsoft 365 Premium: 20,99 € /месец; Microsoft 365 Pro: 110,00 € /месец; Microsoft 365 Personal: 99,99 € /година; Microsoft 365 Family: 124,99 € /година; Microsoft 365 Premium: 209,99 € /година (https://www.microsoft.com/bg-bg/microsoft-copilot/for-individuals)
- Starting price: 9,99 € /месец (https://www.microsoft.com/bg-bg/microsoft-copilot/for-individuals)
- Free plan or trial: изпробвайте Microsoft Copilot в уеб безплатно (https://www.microsoft.com/bg-bg/microsoft-copilot/organizations)
- Customers named: ICG, Dow, Clifford Chance, Campari Group, Lumen Technologies, Air India

## What it publishes

Every page microsoft.com exposes, read 2026-09-29: 10448 addresses. By kind, pages and the last 90 days:

- blog: 25 pages, 4 in the last 90 days, latest 2026-09-24
- case study: 12 pages, 0 in the last 90 days, latest undated
- conference or event: 5 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest 2025-12-02
- comparison: 30 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 44 pages, 0 in the last 90 days, latest undated
- news or press: 27 pages, 10 in the last 90 days, latest 2026-09-28
- Recent: 2026-09-28 news or press: At nasa ai is helping scientists unlock discoveries hidden in decades of data https://news.microsoft.com/source/features/digital-transformation/at-nasa-ai-is-helping-scientists-unlock-discoveries-hidden-in-decades-of-data/
- Recent: 2026-09-24 news or press: Rockwell automation pairs ai with decades of shop floor know how so workers can solve glitches faster https://news.microsoft.com/source/features/digital-transformation/rockwell-automation-pairs-ai-with-decades-of-shop-floor-know-how-so-workers-can-solve-glitches-faster/
- Recent: 2026-09-24 blog: Run assert eval responsible ai agent risk discovery at runtime https://commandline.microsoft.com/run-assert-eval-responsible-ai-agent-risk-discovery-at-runtime/
- Recent: 2026-09-23 blog: On the issues https://blogs.microsoft.com/on-the-issues/
- Recent: 2026-09-22 news or press: When disaster strikes ai helps responders reach people more quickly https://news.microsoft.com/source/features/ai/when-disaster-strikes-ai-helps-responders-reach-people-more-quickly/
- Recent: 2026-09-21 news or press: Microsoft datacenter academy helps launch tech careers https://news.microsoft.com/source/features/work-life/microsoft-datacenter-academy-helps-launch-tech-careers/

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.