Eleven of twelve models named HubSpot Marketing Hub first on the direct prompt; zero named Adobe Marketo Engage. HubSpot Marketing Hub was named by twelve of the twelve models and Adobe Marketo Engage by eleven and HubSpot Marketing Hub carries 57 labels and Adobe Marketo Engage 44, so the shares are not directly comparable.
By HubSpot, Cambridge, United States, founded 2006. Named in fifteen categories this edition.
By Marketo, San Mateo, United States, founded 2006. Named in ten categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 marketing automation and campaign management page.
Across every category in the September 2026 Edition, HubSpot Marketing Hub and Adobe Marketo Engage were named in the same answer 201 times, of the 607 answers naming HubSpot Marketing Hub and the 268 naming Adobe Marketo Engage. In those answers Adobe Marketo Engage took the first choice forty-five times and HubSpot Marketing Hub sixty-four.
| 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 |
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 five in this category shown.
“HubSpot — Pricing escalation & contract lock-in ... Avoid if: You're a small business on the Starter/Free tier expecting to scale cheaply” DeepSeek V4 Flash · negative prompt · hard negative
“platforms that should be avoided or approached with caution. Some of the platforms mentioned include Zoho CRM, Salesforce, and HubSpot.” Llama 4 Maverick · negative prompt · hard negative
“HubSpot starts at $20/month but jumps to ~$890/month for advanced automation. Avoid platforms with dramatic price jumps.” DeepSeek V4 Flash · budget prompt · hard negative
“HubSpot Marketing Hub is the best marketing automation platform for mid-market B2B teams needing all-in-one CRM + automation with sales alignment.” Llama 4 Maverick · paraphrase 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.
“Approach with Extra Caution (Especially for SMBs or Beginners): Adobe Marketo Engage ... Steep learning curve, outdated/non-intuitive UI ... expensive pricing” Grok 4.1 Fast · negative prompt · hard negative
“Risk Score: 66/100 (High Risk)... Best avoided if: You lack dedicated technical expertise or have limited budget” GLM 4.7 FlashX · negative prompt · hard negative
“comes down to HubSpot (speed and usability) vs. Marketo (power and B2B sophistication)” Kimi K2 · scale prompt · first choice
“I'd generally recommend Adobe Marketo Engage as the best default choice.” GPT-5.4 mini · paraphrase prompt · first choice
“Marketo wins for enterprise complexity” DeepSeek V4 Flash · comparative 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.