AdRoll ABM vs HubSpot ABM
Eleven of twelve models named AdRoll ABM first on the direct prompt; one named HubSpot ABM. AdRoll ABM was named by twelve of the twelve models and HubSpot ABM by eleven and AdRoll ABM carries 67 labels and HubSpot ABM 28, so the shares are not directly comparable.
By AdRoll, San Francisco, United States, founded 2007. Named in ten categories this edition.
By HubSpot, Cambridge, United States, 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 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 account-based marketing platforms page.
By framing
AdRoll ABMFirst choices, of twelve modelsHubSpot ABM
The direct prompt
Both were the first choice
1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.AdRoll ABM first, HubSpot ABM an alternative
10 of 12 modelsHubSpot ABM was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.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.
By buyer segment
HubSpot ABM21%#1 of 13AdRoll ABM20%#2 of 13AdRoll ABM56%#1 of 11HubSpot ABM5%#2 of 11AdRoll ABM0%#7 of 8HubSpot ABM0%#8 of 8What the models said about AdRoll ABM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Enterprise tools (RollWorks ~$12K/yr, Demandbase) are overkill/too costly.” Grok 4.1 Fast · budget prompt · hard negative
“Renamed to AdRoll ABM (Aug 2025) | Same product, different name — reviews may be split” MiniMax M2.5 · negative prompt · soft negative
“RollWorks / AdRoll ABM (Be cautious of: Ad-only limitations and superficial metrics)” Gemini 3.5 Flash · negative prompt · soft negative
“The best account-based marketing platform for a company with a limited budget is RollWorks, which is an approachable and budget-friendly ABM tool” Llama 4 Maverick · budget prompt · first choice
“I'd generally recommend RollWorks / AdRoll ABM if your priority is fast setup, practical ABM, and a more approachable mid-market fit” GPT-5.4 mini · paraphrase prompt · first choice
“I'd suggest starting with RollWorks if you need a dedicated ABM platform, as it's specifically designed for mid-market companies” Claude Haiku 4.5 · paraphrase prompt · first choice
What the models said about HubSpot ABM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“HubSpot if you want to integrate ABM into your existing CRM workflow with minimal additional complexity. Both offer the best balance of cost, ease of use, and mid-market suitability.” GLM 4.7 FlashX · direct prompt · first choice
“or HubSpot if you already use its CRM and want the lowest-friction option” Perplexity Sonar · budget prompt · first choice
“| HubSpot ABM | Bundled in Premium | Existing HubSpot users |” Grok 4.1 Fast · scale prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.