Zero of fourteen models named Klaviyo first on the direct prompt; zero named Shopify Email. Klaviyo was named by thirteen of the fourteen models and Shopify Email by nine and Klaviyo carries 52 labels and Shopify Email 14, so the shares are not directly comparable.
Boston, United States, founded 2012. Named in thirteen categories this edition.
By Shopify, Ottawa, Canada, founded 2006. Named in one category 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 4.1 Fast | ||||||
| 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. Four of four in this category shown.
“it is generally not recommended as a primary marketing platform for complex B2B companies” Gemini 3.5 Flash · direct prompt · hard negative
“Tools to Avoid for This Use Case - Klaviyo — ... deliberately B2C-focused” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Choose Klaviyo if you have significant revenue and want to maximize the Lifetime Value (LTV) of your existing customers.” Qwen 3.7 Flash · comparative prompt · first choice
“stick with well-established names: Shopify, Klaviyo (for email/SMS), Meta Ads, Google Shopping” MiniMax M2.5 · negative 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.
“If you're already on Shopify, start with Shopify Messaging. It's likely the best fit for a tight budget” GPT-6 Luna · budget prompt · first choice
“Shopify Email (Best Value *If* You Use Shopify)... its pricing is virtually unbeatable.” Gemini 3.5 Flash · budget prompt · first choice
“included with every Shopify plan and provides 10,000 email sends per month... making it the simplest budget option” Claude Haiku 4.5 · 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.