Thirteen of fourteen models named AdRoll ABM first on the direct prompt; one named 6sense. Both were named by all fourteen models and AdRoll ABM carries 70 labels and 6sense 60, so the shares are not directly comparable.
By AdRoll, San Francisco, United States, founded 2007. Named in ten categories this edition.
Named in twenty-three 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 account-based marketing platforms page.
Across every category in the October 2026 Edition, AdRoll ABM and 6sense were named in the same answer 157 times, of the 218 answers naming AdRoll ABM and the 711 naming 6sense. In those answers 6sense took the first choice thirty-three times and AdRoll ABM forty-three.
| 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.
“Avoid enterprise tools like Demandbase, 6sense, Terminus, or RollWorks” Grok 4.20 · 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“the absolute worst thing you can do is sign an annual contract with enterprise-grade giants like 6sense or Demandbase” Gemini 3.5 Flash · budget prompt · hard negative
“Enterprise platforms like 6sense and Demandbase cost $45K–$100K+ annually... For limited budgets, these are overkill.” Kimi K2 · budget prompt · hard negative
“Verdict: Avoid if you need quick wins, have modest budgets, or don't have a dedicated operations team” DeepSeek V4 Flash · negative prompt · hard negative
“6sense is described as "the enterprise standard for ABM orchestration"... Choose 6sense for predictive, intent-first enterprise RevOps.” Muse Glimmer 30B · comparative prompt · first choice
“e.g., demandbase, Terminus, 6sense, or Rollworks depending on whether you prefer paid social or display ads” Qwen 3.7 Flash · scale 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.