Zero of fourteen models named AtroCore MDM first on the direct prompt; zero named Pimcore. AtroCore MDM was named by eleven of the fourteen models and Pimcore by twelve and AtroCore MDM carries 19 labels and Pimcore 23, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 master data management page.
Across every category in the October 2026 Edition, AtroCore MDM and Pimcore were named in the same answer forty-eight times, of the 62 answers naming AtroCore MDM and the 72 naming Pimcore. In those answers Pimcore took the first choice seven times and AtroCore MDM eight.
| 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
“Open-source/SMB options (e.g., AtroCore, Pimcore): Cost-effective but cautioned for lacking enterprise-grade SLAs” Grok 4.1 Fast · negative prompt · soft negative
“Open-source options can be risky without strong technical support.” Mistral Small · negative prompt · soft negative
“If you need a truly free, no revenue limit core and can self-host: AtroCore Open Source Edition. Free core with free import/export modules, MIT-licensed, no revenue threshold.” Muse Glimmer 30B · budget prompt · first choice
“AtroCore: A strong open-source MDM option for B2B companies, particularly suitable for mid-sized companies with 200 to 2,000 employees.” Llama 4 Maverick · paraphrase prompt · first choice
“I would recommend starting with either: AtroCore if you want an open-source, flexible solution with strong governance capabilities” MiniMax M2.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Some users like the breadth of platforms such as Pimcore or MaPS System, but review feedback often mentions that these can take time to master” GPT-5.4 mini · negative prompt · soft negative
“Open-source/SMB options (e.g., AtroCore, Pimcore): Cost-effective but cautioned for lacking enterprise-grade SLAs” Grok 4.1 Fast · negative prompt · soft negative
“Open-source options can be risky without strong technical support.” Mistral Small · negative prompt · soft negative
“For a genuinely tight budget, Pimcore is worth a look if you have technical staff and your needs are mainly product or catalog data.” GPT-6 Luna · budget prompt · first choice
“No software budget, but we have strong PHP developers. | Pimcore | Zero licensing costs and infinite flexibility to customize.” Gemini 3.5 Flash · budget prompt · first choice
“Pimcore is the strongest overall choice because it is widely described as an affordable open-source MDM option” Perplexity Sonar · budget prompt · first choice
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.