Zero of twelve models named WooCommerce first on the direct prompt; one named Shopify. Both were named by all twelve models and WooCommerce carries 33 labels and Shopify 60, so the shares are not directly comparable.
United States, founded 2011. Named in four categories this edition.
Ottawa, Canada, founded 2006. Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
Across every category in the September 2026 Edition, WooCommerce and Shopify were named in the same answer 131 times, of the 141 answers naming WooCommerce and the 298 naming Shopify. In those answers Shopify took the first choice fifty-four times and WooCommerce twenty-one.
| 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 |
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.
“Many businesses that started with WooCommerce are now reconsidering their technology stack, with the main reasons including performance issues, maintenance costs, and operational complexity.” Claude Haiku 4.5 · negative prompt · soft negative
“Any standalone website (often run via Shopify or WooCommerce) that sells trending products at steep discounts without clear branding” Qwen 3.7 Flash · negative prompt · soft negative
“"Free" but hosting, maintenance, PCI compliance, and plugins add up ($40k-$150k/year at scale)” MiniMax M2.5 · negative prompt · soft negative
“Choose WooCommerce if you have some tech-savviness ... and want the absolute lowest long-term costs and total control” Gemini 3.5 Flash · budget prompt · first choice
“WooCommerce is usually best for the tightest budget *if you can handle WordPress hosting and setup*” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Any standalone website (often run via Shopify or WooCommerce) that sells trending products at steep discounts without clear branding” Qwen 3.7 Flash · negative prompt · soft negative
“Transaction fees (1.6-2% without Shopify Payments), app subscription costs can exceed license fees, potential lock-in” MiniMax M2.5 · negative prompt · soft negative
“1. Shopify 🥇 ... Pick Shopify if: You want an all-in-one solution with minimal technical hassle and strong multi-channel capabilities.” Mistral Small · comparative prompt · first choice
“I'd recommend starting with BigCommerce or Shopify Plus—they balance strong B2B features with manageable complexity and cost” MiniMax M2.5 · direct prompt · first choice
“fast launch, strong for D2C/B2C and growing B2B, best developer experience and app ecosystem, best agentic/AI readiness” DeepSeek V4 Flash · scale 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.