Zero of fourteen models named Big Cartel first on the direct prompt; one named Adobe Commerce. Big Cartel was named by nine of the fourteen models and Adobe Commerce by fourteen and Big Cartel carries 10 labels and Adobe Commerce 56, so the shares are not directly comparable.
founded 2005. Named in two categories this edition.
By Adobe, San Jose, United States, founded 1982. Named in six 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 | ||||||
| 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. Four of five in this category shown.
“It's not recommended for businesses planning to grow significantly.” Mistral Small · negative prompt · hard negative
“Start with Freewebstore or Big Cartel Gold.” GLM 4.7 FlashX · budget prompt · first choice
“Start with Big Cartel (free for small stores)” MiniMax M2.5 · budget prompt · first choice
“Best free/open-source option: Big Cartel or OpenCart for very small stores, but they're more limited” GPT-5.4 mini · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Official support ended in June 2020. Running a Magento 1 store today exposes you to massive security risks” Gemini 3.5 Flash · negative prompt · hard negative
“Avoid: Enterprise options like Adobe Commerce or Magento (too complex/expensive for limited budgets).” Grok 4.20 · budget prompt · hard negative
“Avoid or be cautious with Adobe Commerce (Magento)... making it a poor choice for small businesses” Mistral Small · negative prompt · hard negative
“the industry consensus for the top three contenders in this specific bracket is Adobe Commerce (Magento), Shopify Plus, and BigCommerce” Qwen 3.7 Flash · direct prompt · first choice
“If you need deep customisation and already have a dev team: *Adobe Commerce (Magento 2)* or *Salesforce Commerce Cloud* give you the most flexibility.” MiniMax M2.5 · paraphrase prompt · alternative
“Adobe Commerce is better suited to B2B-heavy operations that justify substantial implementation and maintenance effort” Perplexity Sonar · paraphrase 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.