Zero of twelve models named Acumatica first on the direct prompt; zero named Microsoft Dynamics 365. Acumatica was named by eleven of the twelve models and Microsoft Dynamics 365 by ten and Acumatica carries 45 labels and Microsoft Dynamics 365 16, so the shares are not directly comparable.
Named in five categories this edition.
Named in eight categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the ERP systems page.
Across every category in the September 2026 Edition, Acumatica and Microsoft Dynamics 365 were named in the same answer thirty-one times, of the 144 answers naming Acumatica and the 77 naming Microsoft Dynamics 365. In those answers Microsoft Dynamics 365 took the first choice two times and Acumatica six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“slightly more expensive than the others ... Implementation partners can be pricey; it is designed for mid-sized businesses, so it might be overkill” Qwen 3.7 Flash · budget prompt · soft negative
“The Danger: Growing Pains... rapid expansion can sometimes lead to inconsistent release management” Qwen 3.7 Flash · negative prompt · soft negative
“Upfront implementation and licensing costs are higher than Zoho or open-source solutions” Gemini 3.5 Flash · budget prompt · soft negative
“Known for its modern cloud-native architecture, flexible API layer, and unique consumption-based pricing model” Gemini 3.5 Flash · scale prompt · first choice
“a good fit if you want flexibility and cloud scalability for a mid-sized business modernizing systems” Perplexity Sonar · paraphrase prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Very flexible, heavily customizable... Excellent for composable ERP setups.” Gemini 3.5 Flash · scale prompt · first choice
“Microsoft Dynamics 365 is ideal for organizations already embedded in the Microsoft ecosystem” GLM 4.7 FlashX · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.