Zero of fourteen models named Mailchimp first on the direct prompt; two named BigCommerce. Mailchimp was named by twelve of the fourteen models and BigCommerce by seven and Mailchimp carries 21 labels and BigCommerce 14, so the shares are not directly comparable.
Atlanta, United States, founded 2001. Named in fourteen 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 marketing 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. One of one in this category shown.
“Mailchimp and Klaviyo both provide generous free plans, with Klaviyo being more specialized for ecommerce businesses specifically.” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Rated 1.3/5 stars on Trustpilot with widespread complaints about ignored emails and calls” GLM 4.7 FlashX · negative prompt · hard negative
“a Reddit discussion on BigCommerce notes user frustration with "significant limitations in terms of design and SEO functionalities"” Muse Glimmer 30B · negative prompt · soft negative
“pair it with BigCommerce to handle the complexities of quotes, tiers, and purchasing groups” Qwen 3.7 Flash · direct prompt · first choice
“Top Pick: BigCommerce (B2B Edition)” DeepSeek V4 Flash · direct prompt · first choice
“Reputable Marketplaces: Shopify, WooCommerce, BigCommerce (for storefronts).” MiniMax M2.5 · negative 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.