Three of fourteen models named Shopify first on the direct prompt; zero named OroCommerce. Shopify was named by fourteen of the fourteen models and OroCommerce by twelve and Shopify carries 75 labels and OroCommerce 16, so the shares are not directly comparable.
Ottawa, Canada, founded 2006. Named in seven 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 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | OR | |||||
| 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. Two of two in this category shown.
“Shopify ranks highest overall for most small and mid-sized ecommerce businesses due to speed, ecosystem strength, and marketing capabilities.” Claude Haiku 4.5 · comparative prompt · first choice
“The market leader for small to medium-sized businesses. It is an "all-in-one" solution known for being easy to use, reliable” Qwen 3.7 Flash · comparative 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.