One of fourteen models named Jasper first on the direct prompt; zero named Copy.ai. Jasper was named by thirteen of the fourteen models and Copy.ai by eleven and Jasper carries 26 labels and Copy.ai 20, so the shares are not directly comparable.
Named in four categories this edition.
Named in two 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 AI marketing agents page.
Across every category in the October 2026 Edition, Jasper and Copy.ai were named in the same answer thirty-five times, of the 112 answers naming Jasper and the 47 naming Copy.ai. In those answers Copy.ai took the first choice zero times and Jasper seven.
| 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. Five of five in this category shown.
“Jasper at $59–69/month if you're strictly budget-conscious (Rytr offers similar for less)” DeepSeek V4 Flash · budget prompt · hard negative
“One founder spent $30,000 in a month on an "AI marketing team" (Jasper, HubSpot, Canva, ChatGPT Enterprise)” Kimi K2 · negative prompt · soft negative
“Stick to established tools like HubSpot AI, Jasper, or Google Analytics AI—less "agentic" hype, more proven.” Grok 4.1 Fast · negative prompt · first choice
“I'd recommend Jasper AI as the top AI agent for creating marketing content and campaigns.” Grok 4.1 Fast · paraphrase prompt · first choice
“### 1. Jasper AI (Best for Brand Consistency & Content)” GLM 4.7 FlashX · comparative 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.
“Both sit closer to “AI tool with agent features” than full autonomous campaign runners.” Muse Glimmer 30B · comparative prompt · soft negative
“Good, but less campaign depth” Grok 4.1 Fast · paraphrase prompt · soft negative
“Start with HubSpot Agent Hub if you're already on HubSpot, or Copy.ai if you need a standalone solution” Claude Haiku 4.5 · paraphrase prompt · first choice
“Best for: Lean marketing teams looking to automate heavy, multi-channel campaign creation” Gemini 3.5 Flash · paraphrase prompt · alternative
“Better for content generation and workflow automation than ad buying or orchestration.” Perplexity Sonar · comparative 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.