# Box: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 2 categories by 11 of 14 models. Page: https://www.gane.ai/index/finance/vendors/box

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Virtual data rooms](https://www.gane.ai/index/finance/corporate/virtual-data-rooms/index.md) | 0% | 58 | 56% | 16 |
| [Board and investor reporting](https://www.gane.ai/index/finance/planning/board-and-investor-reporting/index.md) | 0% | 99 | 100% | 1 |

## What the models said for it

- "Lightweight Repository (Lower security needs, basic file sharing):* Box Enterprise, ShareFile" (Gemini 3.5 Flash, Virtual data rooms)
- "For simpler, ongoing collaboration: Box, Google Drive (with advanced controls), or SharePoint." (MiniMax M2.5, Virtual data rooms)
- "Excellent for collaboration but lighter on dedicated VDR security/audit tools." (Grok 4.20, Virtual data rooms)
- "The "Zero-Budget DIY" Alternative: Box (Business) or Google Workspace" (Gemini 3.5 Flash, Virtual data rooms)

## And against it

- "Some analysts specifically warn against per-user models like Box if you have hundreds of external participants, citing cost unpredictability and feature limitations." (Qwen 3.7 Flash, Virtual data rooms)
- "Do not rely on generic file storage solutions (like basic Dropbox, Box, or Google Drive)" (Qwen 3.7 Flash, Board)
- "Basic Google Drive, Dropbox, OneDrive, or Box (without enterprise VDR add-ons)." (Gemini 3.5 Flash, Virtual data rooms)
- "Why to avoid entirely: No true audit logs" (DeepSeek V4 Flash, Virtual data rooms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 2 | 2 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| 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 Box, from 46 of the 55 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 23
- firmroom.com: 21
- ellty.com: 19
- idealsvdr.com: 17
- thesmbguide.com: 16
- softwareadvice.com: 15
- caplinked.com: 14
- getapp.com: 14
- dataroomreviews.net: 12
- peony.ink: 12

### Pages cited

- https://capterra.com/virtual-data-room-software: 18
- https://thesmbguide.com/virtual-data-room: 16
- https://firmroom.com/vdr-providers: 15
- https://getapp.com/it-management-software/virtual-data-room/org/small-business: 12
- https://dataroomreviews.net/best/best-virtual-data-room-for-small-business: 11
- https://softwareadvice.com/virtual-data-room: 10
- https://ellty.com/blog/affordable-virtual-data-room: 8
- https://dealroom.net/resources/virtual-data-room-providers-comparison: 7

## In its own words

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

- Positioning: AI-Powered Content Management, Workflow & Collaboration (https://www.box.com/)
- For: organizations (https://www.box.com/)
- Free plan or trial: Sign up for free (https://box.com/)
- Integrations claimed: 1500 (https://www.box.com/)
- Certifications: GDPR, HIPAA
- Hosting: 10 regions
- Customers named: Morgan Stanley Wealth Management, Broadcom

## What it publishes

Every page box.com exposes, read 2026-09-29: 10000 addresses. By kind, pages and the last 90 days:

- blog: 2056 pages, 1 in the last 90 days, latest 2026-09-29
- case study: 18 pages, 0 in the last 90 days, latest 2025-05-06
- webinar or virtual event: 14 pages, 0 in the last 90 days, latest 2025-05-22
- conference or event: 63 pages, 0 in the last 90 days, latest undated
- report or ebook: 507 pages, 0 in the last 90 days, latest 2020-01-31
- comparison: 24 pages, 0 in the last 90 days, latest 2026-04-17
- template or tool: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 84 pages, 0 in the last 90 days, latest undated
- podcast or video: 79 pages, 0 in the last 90 days, latest 2021-03-25
- news or press: 137 pages, 0 in the last 90 days, latest 2026-04-02
- Recent: 2026-09-29 blog: Developer https://blog.box.com/developer
- Recent: 2026-04-17 comparison: Claude opus 47 delivers powerful performance higher efficiency vs opus 46 https://japan.box.com/blog/claude-opus-47-delivers-powerful-performance-higher-efficiency-vs-opus-46
- Recent: 2026-04-02 news or press: 20260403 press release https://japan.box.com/news/20260403-press-release
- Recent: 2025-06-17 comparison: Structured vs unstructured data https://japan.box.com/blog/structured-vs-unstructured-data
- Recent: 2025-05-22 webinar or virtual event: Upcoming free webinar building mobile first experiences on box platform sept 12th 11 am pt 5430 https://community.box.com/support-forum-47/upcoming-free-webinar-building-mobile-first-experiences-on-box-platform-sept-12th-11-am-pt-5430
- Recent: 2025-05-21 comparison: Free developer account vs upgraded account rate limit 4242 https://community.box.com/support-forum-47/free-developer-account-vs-upgraded-account-rate-limit-4242

## 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.