# AdRoll ABM vs HubSpot Marketing Hub: which do AI models recommend for ABM, October 2026

GTM AI Recommendation Index, October 2026 Edition, Account-based marketing platforms. Thirteen of fourteen models named AdRoll ABM first on the direct prompt; one named HubSpot Marketing Hub. Page: https://gtm-ai-index.com/marketing/account-based-marketing-platforms/adroll-abm-vs-hubspot-marketing-hub/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| AdRoll ABM | 53% | #1 of 7 | 9% | 70 | 14 of 14 |
| HubSpot Marketing Hub | 8% | #3 of 7 | 5% | 38 | 14 of 14 |

## The direct prompt, model by model

- Muse Glimmer 30B: both first (first choices: AdRoll ABM, HubSpot Marketing Hub) (alternatives: Propensity ABM, Userled)
- Claude Haiku 4.5: adroll abm first (first choices: AdRoll ABM) (alternatives: 6sense)
- Gemini 3.5 Flash: adroll abm first (first choices: AdRoll ABM) (alternatives: Factors.ai, HubSpot Marketing Hub, Influ2)
- Perplexity Sonar: adroll abm first (first choices: AdRoll ABM) (alternatives: 6sense, Demandbase, HubSpot Marketing Hub)
- Grok 4.1 Fast: adroll abm first (first choices: AdRoll ABM) (alternatives: 6sense, Demandbase, HubSpot Marketing Hub, Terminus)
- Mistral Small: adroll abm first (first choices: AdRoll, AdRoll ABM)
- DeepSeek V4 Flash: adroll abm first (first choices: AdRoll ABM) (alternatives: Terminus, ZoomInfo Marketing)
- Llama 4 Maverick: adroll abm first (first choices: AdRoll ABM) (alternatives: Abmatic AI)
- Qwen 3.7 Flash: adroll abm first (first choices: AdRoll ABM) (alternatives: MarketBetter, Terminus)
- Kimi K2: adroll abm first (first choices: AdRoll ABM, Demandbase) (alternatives: HubSpot Marketing Hub, ZoomInfo MarketingOS)
- GLM 4.7 FlashX: adroll abm first (first choices: AdRoll ABM) (alternatives: HubSpot Marketing Hub, Terminus)
- MiniMax M2.5: adroll abm first (first choices: AdRoll ABM) (alternatives: 6sense, HubSpot Marketing Hub, ZoomInfo Marketing)
- GPT-6 Luna: adroll abm first (first choices: AdRoll ABM) (alternatives: 6sense, Demandbase, HubSpot's built-in ABM tools)
- GPT-5.4 mini: neither first, one named (first choices: 6sense) (alternatives: AdRoll ABM, Demandbase, Influ2)

## What the models said about AdRoll ABM

- "Avoid enterprise tools like Demandbase, 6sense, Terminus, or RollWorks" (Grok 4.1 Fast, budget prompt, hard negative)
- "Major limitation: Advertising-centric only... "Disorganized" platform, "misleading data," simple/limited reporting" (Kimi K2, negative prompt, soft negative)
- "Not a red flag by itself, but make sure proposals and comparisons reflect the current name." (GPT-6 Luna, negative prompt, soft negative)
- "If you're HubSpot-centric and want fast time-to-value: RollWorks is the sweet spot — very fast implementation, covers the core playbook, dramatically cheaper." (DeepSeek V4 Flash, scale prompt, first choice)
- "RollWorks and AdRoll (formerly RollWorks) are consistently highlighted as top account-based marketing (ABM) platforms for mid-market B2B companies" (Mistral Small, direct prompt, first choice)
- "RollWorks/AdRoll is the common default when the priority is quick-to-value account-based advertising, website personalization and account alerts" (Muse Glimmer 30B, direct prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.