# Acumatica: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 71 judge labels across 4 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/acumatica

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ERP systems](https://www.gane.ai/index/finance/accounting/erp-systems/index.md) | 4% | 5 | 2% | 49 |
| [Accounting software](https://www.gane.ai/index/finance/accounting/accounting-software/index.md) | 0% | 8 | 0% | 20 |
| [Cash application](https://www.gane.ai/index/finance/receivables/cash-application/index.md) | 0% | 56 | 0% | 1 |
| [Professional services automation](https://www.gane.ai/index/finance/receivables/professional-services-automation/index.md) | 0% | 38 | 0% | 1 |

## What the models said for it

- "The Best All-Rounder: Acumatica ... Start by shortlisting Acumatica and Microsoft Dynamics 365." (Qwen 3.7 Flash, ERP systems)
- "is Oracle NetSuite, Microsoft Dynamics 365 Business Central, Acumatica, or SAP Business One" (Llama 4 Maverick, ERP systems)
- "Look at mid-market equivalents (e.g., SAP Business One/ByDesign, Oracle NetSuite, Acumatica, or Microsoft Dynamics 365 Business Central)" (Gemini 3.5 Flash, ERP systems)
- "For companies with complex manufacturing or distribution needs, Acumatica or Epicor Kinetic warrant serious consideration." (MiniMax M2.5, ERP systems)

## And against it

- "Flexibility can become a liability when extensive customizations or poorly governed third-party modules are needed" (Perplexity Sonar, ERP systems)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 3 | 0 | 4 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 5 | 2 | 0 | 7 |
| Perplexity Sonar | 0 | 2 | 1 | 1 | 4 |
| Grok 4.20 | 0 | 4 | 2 | 0 | 6 |
| Mistral Small | 0 | 5 | 1 | 0 | 6 |
| DeepSeek V4 Flash | 0 | 5 | 1 | 0 | 6 |
| Llama 4 Maverick | 1 | 2 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 7 | 1 | 0 | 9 |
| Kimi K2 | 0 | 5 | 0 | 0 | 5 |
| GLM 4.7 FlashX | 0 | 4 | 0 | 0 | 4 |
| MiniMax M2.5 | 0 | 4 | 1 | 0 | 5 |
| GPT-6 Luna | 0 | 4 | 1 | 0 | 5 |
| Muse Glimmer 30B | 0 | 2 | 3 | 0 | 5 |

## Sources returned with these answers

The sites and pages cited by the answers that named Acumatica, from 142 of the 163 answers that named it (only the models that return a source list).

### Domains cited

- erpresearch.com: 98
- g2.com: 41
- capterra.com: 36
- netsuite.com: 26
- randgroup.com: 26
- softwareadvice.com: 24
- elevatiq.com: 23
- financesonline.com: 23
- acumatica.com: 22 (its own site)
- dupple.com: 20

### Pages cited

- https://erpresearch.com/en-us/best-erp: 55
- https://erpresearch.com/en-us/erp-vendors: 29
- https://techrepublic.com/article/enterprise-accounting-software: 16
- https://finstackk.com/articles/best-enterprise-accounting-software: 15
- https://fitsmallbusiness.com/best-erp-software-mid-sized-business: 15
- https://g2.com/categories/erp-systems/small-business: 15
- https://capterra.com/resources/best-erp-software-for-small-business: 14
- https://erpresearch.com/en-us/erp-for-finance-accounting: 14

## In its own words

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

- Positioning: The Acumatica ERP (Enterprise Resource Planning) system delivers adaptable cloud and mobile technology with a unique, all-inclusive user licensing model. (https://acumatica.com/)
- For: mid-sized customers (https://acumatica.com/)
- Price stated: transparent pricing (https://acumatica.com/)
- Certifications: SOC 1, SOC 2, SOC 3, GDPR, PIPEDA, CCPA, CPRA
- Hosting: Amazon Web Services, AWS, US, Canada, UK
- Customers named: Saddleback Leather, Wine Racks America, Venture Engineering, Eastman Music Company, Spohn Associates, Fabuwood, Digital Planet, Incubeta

## What it publishes

Every page acumatica.com exposes, read 2026-09-29: 2137 addresses. By kind, pages and the last 90 days:

- blog: 873 pages, 20 in the last 90 days, latest 2026-09-21
- case study: 145 pages, 2 in the last 90 days, latest 2026-09-27
- webinar or virtual event: 16 pages, 1 in the last 90 days, latest 2026-09-14
- conference or event: 102 pages, 0 in the last 90 days, latest 2026-05-28
- report or ebook: 27 pages, 1 in the last 90 days, latest 2026-08-31
- comparison: 50 pages, 2 in the last 90 days, latest 2026-09-08
- template or tool: 13 pages, 0 in the last 90 days, latest 2026-05-29
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2024-01-12
- podcast or video: 19 pages, 2 in the last 90 days, latest 2026-07-30
- news or press: 120 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-27 case study: Cw home depot https://www.acumatica.com/success-stories/cw-home-depot/
- Recent: 2026-09-21 blog: Sheoga hardwood flooring takes their business next level https://www.acumatica.com/blog/sheoga-hardwood-flooring-takes-their-business-next-level/
- Recent: 2026-09-17 blog: 10 questions to ask when evaluating ai erp https://www.acumatica.com/blog/10-questions-to-ask-when-evaluating-ai-erp/
- Recent: 2026-09-17 blog: Oracle layoffs priorities concern small midsized businesses https://www.acumatica.com/blog/oracle-layoffs-priorities-concern-small-midsized-businesses/
- Recent: 2026-09-16 blog: Business events automating processes driving efficiency https://www.acumatica.com/blog/business-events-automating-processes-driving-efficiency/
- Recent: 2026-09-15 blog: Planning to live lessons successful erp implementation https://www.acumatica.com/blog/planning-to-live-lessons-successful-erp-implementation/

## 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.