Two of fourteen models named Pimcore first on the direct prompt; one named Inriver PIM. Both were named by all fourteen models and Pimcore carries 61 labels and Inriver PIM 50, so the shares are not directly comparable.
By Pimcore GmbH, Salzburg, Austria, founded 2013. Named in two categories 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 product information management page.
Across every category in the November 2026 Edition, Pimcore and Inriver PIM were named in the same answer 105 times, of the 165 answers naming Pimcore and the 144 naming Inriver PIM. In those answers Inriver PIM took the first choice eleven times and Pimcore twelve.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Six of eight in this category shown.
“Known for being technically demanding... Its complexity can be a barrier for small businesses” Mistral Small · negative prompt · hard negative
“Free open-source versions (self-hosted)... Open-source like UnoPIM or Pimcore can save money long-term but might need ~$5k–10k in initial dev work.” Grok 4.20 · budget prompt · soft negative
“Its flexibility can be attractive, but typically means more responsibility for architecture, implementation, and ongoing technical work.” GPT-6 Luna · comparative prompt · soft negative
“The market leaders by market share are Pimcore (36.15%)... Pimcore offers extensive storefront integrations, clean attribute and locale management, a large partner network, free open source tier, and accessible learning curve” Claude Haiku 4.5 · comparative prompt · first choice
“or Pimcore if you have development resources and want to avoid ongoing licensing costs” MiniMax M2.5 · paraphrase prompt · first choice
“For most mid-sized B2B companies, Pimcore or entitys.io are excellent choices” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Also flags for high TCO and potential scalability/cost issues as catalogs grow... buyers report it can feel rigid and specialist-dependent” Grok 4.20 · negative prompt · hard negative
“Also flagged for a high negative rate, with users reporting challenges in usability and implementation” Mistral Small · negative prompt · hard negative
“Avoid for now: Enterprise options like Salsify, inRiver, Syndigo, or Sales Layer” Grok 4.20 · budget prompt · hard negative
“If the primary job is syndication to many external channels, inRiver.” Muse Glimmer 30B · comparative prompt · first choice
“If you need a powerful, all-in-one B2B PIM, choose Inriver.” Mistral Small · direct prompt · first choice
“Specifically designed for B2B with features supporting complex buying groups, product specifications, and compliance requirements.” MiniMax M2.5 · direct 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.