Zero of twelve models named Adzooma first on the direct prompt; zero named Marin Software. Adzooma was named by eight of the twelve models and Marin Software by twelve and Adzooma carries 12 labels and Marin Software 27, so the shares are not directly comparable.
Named in one category this edition.
San Francisco, 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 search and social advertising platforms page.
| 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.
“Pricing concerns: Often too expensive relative to its capabilities” GLM 4.7 FlashX · negative prompt · hard negative
“Adzooma (Best Free & Low-Cost Cross-Platform Dashboard)... highly popular because of its generous free tier” Gemini 3.5 Flash · budget prompt · first choice
“I'd recommend Adzooma as the top starting point for PPC and paid social campaign management.” Grok 4.1 Fast · paraphrase prompt · first choice
“Adzooma is the best budget-first option because it has a free-forever tier” Perplexity Sonar · budget 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.
“Marin Software officially approved a plan of dissolution and liquidation in April 2025. Avoid any remaining sales pitches” Gemini 3.5 Flash · negative prompt · hard negative
“High costs ($2,000+/month + $15k-30k implementation), outdated tech lagging Google Ads updates” Grok 4.1 Fast · negative prompt · hard negative
“Avoid ... or Marin Software ($500+/month) – these are overkill for limited budgets.” Kimi K2 · budget prompt · hard negative
“Choose MarinOne or Skai if you manage large budgets, multiple accounts, and need strong reporting/governance.” Perplexity Sonar · comparative prompt · first choice
“If you are heavy on Search/PPC: Look closely at Optimizely or Marin One.” Qwen 3.7 Flash · scale prompt · first choice
“MarinOne | True cross-channel unification, lower enterprise entry point” Kimi K2 · 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.