accepted challengerNamed in three categories this edition.
accepted challengerAtlanta, United States, founded 2001. Named in fourteen categories this edition.
First-choice share13%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%24%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 10; printed, not drawn.
Labels1221A count; the two differ.
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 marketing page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BigCommerce B2B EditionFirst choices, of fourteen modelsMailchimp
Direct60
Paraphrase001 against Mailchimp
Comparative002 against Mailchimp
Budget-constrained02
Scale-constrained00
Negative002 against Mailchimp
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
The direct prompt
The plain question, one answer per model, grouped by where BigCommerce B2B Edition and Mailchimp stood in it.
BigCommerce B2B Edition first, Mailchimp not the choice
6 of 14 modelsMailchimp was named in the answer but not as the choice, or not at all.Claude Haiku 4.5BigCommerce B2B Edition alternatives: HubSpot Marketing Hub
Perplexity SonarBigCommerce B2B Edition alternatives: NetSuite Commerce, OroCommerce, Salesforce B2B Commerce, Shopify
Mistral SmallBigCommerce B2B Edition
Llama 4 MaverickBigCommerce B2B Edition alternatives: Optimizely CMS, OroCommerce, Virto Commerce
Kimi K2BigCommerce B2B Edition alternatives: Adobe Commerce, OroCommerce, Shopify
MiniMax M2.5BigCommerce B2B Edition alternatives: OroCommerce, Shopify, commercetools
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniShopify Plus B2B alternatives: Adobe Commerce, BigCommerce B2B Edition, HubSpot Marketing Hub, Klaviyo, Salesforce Commerce Cloud, Salesforce Marketing Cloud
Z.AIGLM 4.7 FlashXHubSpot Marketing Hub alternatives: BigCommerce B2B Edition, Klaviyo, OroCommerce
Muse Glimmer 30BHubSpot Marketing Hub alternatives: BigCommerce B2B Edition, Salesforce B2B Commerce, Shopify, Shopify B2B
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashHubSpot Marketing Hub alternatives: ActiveCampaign, Klaviyo, Salesforce Marketing Cloud Account Engagement
xAIGrok 4.20HubSpot Marketing Hub alternatives: ActiveCampaign, Adobe Marketo Engage, Salesforce Marketing Cloud Account Engagement
DeepSeek V4 FlashBigCommerce alternatives: OroCommerce, Shopify
Qwen 3.7 FlashBigCommerce, HubSpot Marketing Hub alternatives: ActiveCampaign, OroCommerce, Salesforce Marketing Cloud Account Engagement
GPT-6 LunaHubSpot Marketing Hub alternatives: Adobe Marketo Engage, Klaviyo, Salesforce
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.
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.