| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| ERP systems | Accounting and close | 2% | 6 of 73 | 14% | 22 | accepted challenger | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Accounting software | Accounting and close | 2% | 7 of 55 | 25% | 4 | under 10 labels · led by Sage Intacct at 44% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Fixed asset accounting | Accounting and close | 0% | 104 of 107 | 67% | 3 | under 10 labels · led by Sage Fixed Assets at 34% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Rebate management | Receivables and billing | 0% | 76 of 80 | 100% | 2 | under 10 labels · led by Enable at 52% | |
| Supplier management | Spend and procurement | 0% | 92 of 111 | 50% | 2 | under 10 labels · led by Precoro at 14% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| AI accounting assistants | Accounting and close | 0% | 69 of 85 | 0% | 1 | under 10 labels · led by Sage Intacct at 22% | newNew since September 2026: not ranked then, 0% now. |
| Financial reporting and dashboards | Planning and analysis | 0% | 52 of 105 | 0% | 1 | 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. |
| Treasury management systems | Treasury and cash | 0% | 62 of 124 | 0% | 1 | under 10 labels · led by Trovata at 28% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| 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 18 → 52 of 105 |
| ERP systems | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 8 → 6 of 73 |
| Accounting software | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 of 55, unchanged |
| Fixed asset accounting | 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 39 → 104 of 107 |
| Rebate management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 76 of 80, unchanged |
| Supplier management | 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 72 → 92 of 111 |
| AI accounting assistants | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 69 of 85, unchanged |
| Treasury management syst | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 62 of 124, 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 | 2 | 0 | 3 |
| GPT-5.4 mini | 1 | 0 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 2 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.1 Fast | 0 | 2 | 0 | 3 | 5 |
| Mistral Small | 0 | 0 | 2 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 1 | 1 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 1 | 2 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“NetSuite, Sage Intacct, and Dynamics 365 are strong starting points” Kimi K2 · Accounting software · scale prompt · first choice
“I'd begin with NetSuite and Microsoft Dynamics 365” GPT-5.4 mini · ERP systems · direct prompt · first choice
“If you're already on the Microsoft stack, Dynamics 365 Business Central is worth a serious look.” DeepSeek V4 Flash · Financial reporting · scale prompt · alternative
“Strong Microsoft ecosystem integration... Cons: Can feel complex for pure ERP. Gartner Leader” Grok 4.1 Fast · ERP systems · direct 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.
“described as basic setups that may lack the depth and specialized features needed for robust fixed asset management” Mistral Small · Fixed asset accounting · negative prompt · hard negative
“Avoid if budget < $1K: Enterprise options like NetSuite/Dynamics 365 (~$25K+/year)” Grok 4.1 Fast · ERP systems · budget prompt · hard negative
“Enterprise ERPs (Oracle NetSuite / Microsoft Dynamics) for Small Business ... be cautious of buying a Ferrari to drive to the grocery store” Qwen 3.7 Flash · Accounting software · negative prompt · soft negative
“Odoo, Microsoft Dynamics 365, and other broad business platforms when rebate management is only one part of a larger workflow” Perplexity Sonar · Rebate management · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 82 of the 99 answers that named Microsoft Dynamics 365 and are not a share of its labels.
No domain is on file for Microsoft Dynamics 365, so its own site is not marked.
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.
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.
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 Microsoft Dynamics 365'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 Microsoft Dynamics 365, 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 Microsoft Dynamics 365 by email, built from the raw record of the edition. It shows: