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

Gane Index, November 2026 Edition. Named in 31 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/finance/vendors/asset-panda

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Fixed asset accounting](https://www.gane.ai/index/finance/accounting/fixed-asset-accounting/index.md) | 0% | 16 | 13% | 31 |

## What the models said for it

- "Choose Asset Panda if you need affordable, flexible tracking with strong mobile access and audit trails." (Kimi K2, Fixed asset accounting)
- "Asset Panda is the highest rated for its usability out of the most popular tools, and is best for SMBs seeking high usability" (Claude Haiku 4.5, Fixed asset accounting)
- "If you need to physically track assets (barcodes, audits, field locations) alongside depreciation: Go with Asset Panda." (DeepSeek V4 Flash, Fixed asset accounting)
- "Uses asset-based tiered pricing rather than charging per user seat, making it very cost-effective for small teams." (Gemini 3.5 Flash, Fixed asset accounting)

## And against it

- "Avoid enterprise products such as Netgain, Sage Fixed Assets, or Asset Panda" (Perplexity Sonar, Fixed asset accounting)
- "check that its accounting and tax capabilities meet your requirements before treating it as a full depreciation system" (GPT-6 Luna, Fixed asset accounting)
- "some pricing data suggests it may land higher than the cheapest options depending on your use case" (GPT-5.4 mini, Fixed asset accounting)
- "Asset Panda also uses sales-led pricing, so insist on a detailed quote." (Perplexity Sonar, Fixed asset accounting)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Asset Panda, from 76 of the 87 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 42
- capterra.com: 39
- fitsmallbusiness.com: 23
- sage.com: 23
- asset.accountant: 22
- gocodes.com: 20
- guideflow.com: 20
- netgain.tech: 20
- getapp.com: 17
- gitnux.org: 17

### Pages cited

- https://softwareadvice.com/accounting/fixed-asset-accounting-software-comparison: 39
- https://capterra.com/fixed-asset-management-software: 25
- https://fitsmallbusiness.com/best-fixed-asset-management-software-for-small-business: 23
- https://guideflow.com/blog/fixed-asset-management-software: 20
- https://capterra.com/fixed-asset-management-software/s/small-businesses: 18
- https://gocodes.com/fixed-asset-management/best-fixed-asset-management-softwares: 13
- https://bevisible.app/recommendations/top-accounting-software-for-managing-fixed-assets: 12
- https://softwareadvice.com/accounting/fixed-asset-accounting-software-comparison/small-business: 12

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