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 44 labels and Big Cartel 10, so the shares are not directly comparable.
United States, founded 2011. Named in five categories this edition.
founded 2005. Named in two 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. Five of six in this category shown.
“Good if you want flexibility, but it's self-hosted, so you're responsible for hosting, security patching, compliance, and plugin maintenance.” GPT-5.4 mini · negative prompt · soft negative
“WooCommerce offers maximum flexibility but maximum responsibility... including security exposure, plugin conflicts, and hosting variability.” Claude Haiku 4.5 · negative prompt · soft negative
“For the Absolute Lowest Cost: Start with Big Cartel (free for small stores) or WooCommerce (free plugin, but budget for hosting).” MiniMax M2.5 · budget prompt · first choice
“The Most Cost-Effective Option: WordPress + WooCommerce ... this is the gold standard for low-budget e-commerce.” Qwen 3.7 Flash · budget prompt · first choice
“The "best" for most limited-budget companies is WooCommerce if you already use WordPress and can handle hosting” Muse Glimmer 30B · budget prompt · first choice
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
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.