# Asset Panda: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 22 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/asset-panda

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [IT asset management](https://www.gane.ai/index/it/operations/it-asset-management/index.md) | 2% | 8 | 14% | 22 |

## What the models said for it

- "Asset Panda and InvGate Asset Management are top choices due to their ease of use, comprehensive features, and strong customer feedback." (Mistral Small, ITAM)
- "Asset Panda works well for IT and operations teams that want mobile-driven audits plus approval flows" (Muse Glimmer 30B, ITAM)
- "Choose Asset Panda when configurable asset workflows and mobile inventory operations matter more" (Perplexity Sonar, ITAM)
- "3. Asset Panda excels for organizations needing flexibility with both IT and physical assets" (MiniMax M2.5, ITAM)

## And against it

- "Asset Panda has no discovery functionality—all asset data entry is manual—and is not designed for enterprise ITAM, software licensing, or compliance tracking" (Claude Haiku 4.5, ITAM)
- "complaints include a nearly useless search bar ... slow mobile app, time-consuming customization, and potentially high pricing" (Grok 4.20, ITAM)
- "Do not buy a hardware-first tool expecting it to automate software compliance or SaaS discovery" (Gemini 3.5 Flash, ITAM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 1 | 1 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Asset Panda, from 69 of the 74 answers that named it (only the models that return a source list).

### Domains cited

- spotsaas.com: 31
- capterra.com: 24
- gocodes.com: 23
- resources.rework.com: 22
- g2.com: 20
- softwareadvice.com: 20
- forbes.com: 17
- appvizer.com: 15
- assetpanda.com: 15 (its own site)
- reddit.com: 15

### Pages cited

- https://gocodes.com/fixed-asset-management/best-it-asset-management-softwares: 23
- https://spotsaas.com/list/it-asset-management-software/for-small-business: 22
- https://resources.rework.com/tools/it-management/best-it-asset-management-software-2026: 20
- https://softwareadvice.com/help-desk/it-asset-management-comparison: 19
- https://forbes.com/advisor/business/software/best-it-asset-management-software: 16
- https://appvizer.com/magazine/it/itsm/it-asset-management-software: 15
- https://designrush.com/agency/it-services/trends/it-asset-management-software: 14
- https://sherpadesk.com/blog/best-it-asset-management-software: 14

## In its own words

What Asset Panda's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Asset Panda: The #1 Asset Management Software (https://assetpanda.com/)
- For: organizations managing assets across sectors, including Government, Manufacturing, Healthcare, Education, Construction, and Nonprofit (https://assetpanda.com/)
- Price stated: Request a demo for pricing. (https://assetpanda.com/)
- Free plan or trial: Try for Free (https://assetpanda.com/)
- Certifications: SOC 2 Type II, HIPAA, GovRAMP, PCI DSS, NFPA, GDPR, EU-US DPF
- Customers named: Saint Francis University, Bronte Construction, General Electric, Wyoming Supreme Court, Unity Hospice, Ripple IT, Creston Community School District, University of Connecticut

## What it publishes

Every page assetpanda.com exposes, read 2026-09-29: 783 addresses. By kind, pages and the last 90 days:

- blog: 149 pages, 6 in the last 90 days, latest 2026-09-15
- case study: 161 pages, 4 in the last 90 days, latest 2026-08-18
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest 2025-05-21
- report or ebook: 32 pages, 0 in the last 90 days, latest 2026-02-10
- comparison: 35 pages, 1 in the last 90 days, latest 2026-08-12
- template or tool: 9 pages, 3 in the last 90 days, latest 2026-09-22
- glossary or explainer: 13 pages, 0 in the last 90 days, latest 2025-10-23
- news or press: 60 pages, 5 in the last 90 days, latest 2026-09-15
- Recent: 2026-09-22 template or tool: Activity stream https://prohelp.assetpanda.com/tools/activity-stream
- Recent: 2026-09-15 news or press: Asset panda brings ai powered help desk ticketing and asset management together in one platform https://www.assetpanda.com/pressroom/asset-panda-brings-ai-powered-help-desk-ticketing-and-asset-management-together-in-one-platform
- Recent: 2026-09-15 blog: Help desk ticketing reimagined ursa ai https://www.assetpanda.com/resource-center/blog/help-desk-ticketing-reimagined-ursa-ai
- Recent: 2026-09-15 blog: Asset panda help desk ticketing faq https://www.assetpanda.com/resource-center/blog/asset-panda-help-desk-ticketing-faq
- Recent: 2026-09-01 news or press: Asset panda helps law enforcement agencies strengthen chain of custody evidence accountability with digital asset manage https://www.assetpanda.com/pressroom/asset-panda-helps-law-enforcement-agencies-strengthen-chain-of-custody-evidence-accountability-with-digital-asset-management
- Recent: 2026-08-19 blog: Portfolio operations software https://www.assetpanda.com/resource-center/blog/portfolio-operations-software

## 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.