| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| ERP systems | Accounting and close | 0% | 11 of 73 | 0% | 43 | accepted challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Accounting software | Accounting and close | 0% | 9 of 55 | 0% | 14 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Financial reporting and dashboards | Planning and analysis | 0% | 30 of 105 | 0% | 2 | under 10 labels · led by Sage Intacct at 33% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Account reconciliation | Accounting and close | 0% | 30 of 82 | 0% | 1 | under 10 labels · led by FloQast at 33% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ERP systems | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 11 of 73 |
| Financial reporting | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 17 → 30 of 105 |
| Accounting software | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 9 of 55 |
| Account reconciliation | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 30 of 82, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 7 | 1 | 0 | 8 |
| Perplexity Sonar | 0 | 1 | 2 | 0 | 3 |
| Grok 4.1 Fast | 0 | 6 | 1 | 0 | 7 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 6 | 2 | 0 | 8 |
| Llama 4 Maverick | 0 | 3 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 5 | 1 | 0 | 6 |
| Kimi K2 | 0 | 3 | 4 | 0 | 7 |
| GLM 4.7 FlashX | 0 | 4 | 1 | 0 | 5 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“a Mid-Market cloud ERP (like NetSuite, Microsoft Dynamics 365 Business Central, Acumatica, Infor, Sage X3) would serve you better” Qwen 3.7 Flash · ERP systems · scale prompt · alternative
“Best for: B2B distribution, manufacturing, and wholesale companies needing tight inventory-to-financials integration.” DeepSeek V4 Flash · Accounting software · paraphrase prompt · alternative
“Product-centric B2B (manufacturing/distribution) | Unlimited users, strong inventory/CRM integration” Grok 4.1 Fast · Accounting software · direct prompt · alternative
“Acumatica (Rising Contender) Best for: Growing B2B companies wanting flexible, user-based pricing.” DeepSeek V4 Flash · ERP systems · paraphrase prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 132 of the 143 answers that named Acumatica and are not a share of its labels.
381 of the 381 domain citations in answers naming Acumatica came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 873 | 20 | 2026-09-21 | ERP systems, Accounting software | |
| Case study | 145 | 2 | 2026-09-27 | ERP systems | |
| News or press | 120 | undated | Accounting software, Expense management | ||
| Conference or event | 102 | 0 | 2026-05-28 | ||
| Comparison | 50 | 2 | 2026-09-08 | ERP systems, Procure-to-pay | |
| Report or ebook | 27 | 1 | 2026-08-31 | ERP systems | |
| Podcast or video | 19 | 2 | 2026-07-30 | ||
| Webinar or virtual event | 16 | 1 | 2026-09-14 | ||
| Template or tool | 13 | 0 | 2026-05-29 | ||
| Glossary or explainer | 3 | 0 | 2024-01-12 |
As the event pages on acumatica.com state them, read September 28, 2026.
Every page acumatica.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Acumatica's own pages state, read September 28, 2026: acumatica.com, acumatica.com/pricing, acumatica.com/cloud-erp-software/security, acumatica.com/platform-privacy-statement, acumatica.com/partners. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Acumatica's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Acumatica, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Acumatica by email, built from the raw record of the edition. It shows: