Two of fourteen models named Instapage first on the direct prompt; zero named Leadpages. Both were named by all fourteen models and Instapage carries 52 labels and Leadpages 45, so the shares are not directly comparable.
Named in one category this edition.
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 landing pages and interactive content page.
Across every category in the November 2026 Edition, Instapage and Leadpages were named in the same answer ninety-six times, of the 164 answers naming Instapage and the 135 naming Leadpages. In those answers Leadpages took the first choice twenty times and Instapage twelve.
| 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. Six of eight in this category shown.
“Instapage is considered overkill unless you're running a paid-ads team” Llama 4 Maverick · negative prompt · hard negative
“Skip premium tools like Unbounce ($99+/mo) or Instapage (even higher)” Grok 4.20 · budget prompt · hard negative
“Premium landing page tools like Unbounce or Instapage cost $80 to $200+ per month, which isn't practical for tight budgets.” Gemini 3.5 Flash · budget prompt · soft negative
“Choose Unbounce or Instapage if you run high-budget paid traffic and need advanced testing/personalization” Muse Glimmer 30B · comparative prompt · first choice
“Instapage and Unbounce are top choices due to their robust features, ease of use, and scalability” Mistral Small · direct prompt · first choice
“Instapage | Best for team collaboration, enterprise security, personalization at scale” DeepSeek V4 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Multiple reviews call it a "scam" for trial/billing issues. Trustpilot around 1.9/5.” Grok 4.20 · negative prompt · hard negative
“Aggressive auto-renewal pricing and a strict no-refund policy are commonly flagged.” Muse Glimmer 30B · negative prompt · hard negative
“Leadpages and PageFly are the two you should actively avoid right now” DeepSeek V4 Flash · negative prompt · hard negative
“Choose Leadpages if you are a freelancer, realtor, or small business owner who just wants an affordable way to collect emails.” Qwen 3.7 Flash · comparative prompt · first choice
“For most companies on a tight budget, I'd recommend Leadpages if you can afford ~$37/month” DeepSeek V4 Flash · budget prompt · first choice
“My practical pick: _Leadpages_ if you need serious landing pages and conversion tools on a budget.” GPT-5.4 mini · budget 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.