Zero of fourteen models named Big Cartel first on the direct prompt; zero named OroCommerce. Big Cartel was named by nine of the fourteen models and OroCommerce by twelve and Big Cartel carries 11 labels and OroCommerce 16, so the shares are not directly comparable.
founded 2005. Named in three categories this edition.
Named in four categories 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 ecommerce platforms page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | OR | OR | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | OR | OR | ||||
| Perplexity Sonar | OR | |||||
| Grok 4.1 Fast | OR | OR | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | OR | |||||
| Llama 4 Maverick | OR | |||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | OR | |||||
| GLM 4.7 FlashX | OR | |||||
| MiniMax M2.5 | OR | OR | ||||
| GPT-6 Luna | OR | |||||
| Muse Glimmer 30B | OR |
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. Four of four in this category shown.
“Avoid if You Plan to Scale... strictly capped at a maximum of 500 products” Gemini 3.5 Flash · negative prompt · hard negative
“user feedback flags feature limitations and buggy apps” Perplexity Sonar · negative prompt · soft negative
“If you want the absolute cheapest start, go with Big Cartel (free for 5 products) or Ecwid.” Kimi K2 · budget prompt · first choice
“such as WooCommerce, Big Cartel, or Hostinger. These platforms offer affordable pricing options” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend evaluating BigCommerce B2B Edition or OroCommerce as your primary options” Claude Haiku 4.5 · paraphrase prompt · first choice
“OroCommerce: Best for medium B2B businesses looking to start or manage an online store with very little set-up time” Llama 4 Maverick · paraphrase prompt · alternative
“Best for heavy-duty industrial distributors and manufacturers who require deep operational customization” Gemini 3.5 Flash · 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.