Zero of fourteen models named WooCommerce first on the direct prompt; zero named Big Cartel. WooCommerce was named by fourteen of the fourteen models and Big Cartel by nine and WooCommerce carries 40 labels and Big Cartel 11, so the shares are not directly comparable.
United States, founded 2011. Named in five categories this edition.
founded 2005. Named in three 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 4.1 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. Four of five in this category shown.
“Total Control: WooCommerce. (Warning: Only if you are technical or have a dev team).” Qwen 3.7 Flash · negative prompt · soft negative
“If your budget is very limited, the best value is usually WooCommerce if you already use WordPress” GPT-5.4 mini · budget prompt · first choice
“Best choice: BigCommerce Standard $29/month or WooCommerce on shared hosting ~$15/month total.” Muse Glimmer 30B · budget prompt · first choice
“WooCommerce is typically the best ecommerce platform for a company with a limited budget.” Grok 4.1 Fast · budget prompt · first choice
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
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.