Zero of fourteen models named Adzooma first on the direct prompt; zero named Meta Ads. Adzooma was named by eleven of the fourteen models and Meta Ads by twelve and Adzooma carries 18 labels and Meta Ads 20, so the shares are not directly comparable.
Named in two categories this edition.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in seven 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 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 4.20 | ||||||
| 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. Three of four in this category shown.
“Adzooma stands out as the best choice for small businesses due to its free tier and automation features across major ad platforms.” Mistral Small · budget prompt · first choice
“the best choice is usually Adzooma if you want one platform for both paid search and social ads” Perplexity Sonar · budget prompt · first choice
“Best overall budget all-in-one: Adzooma ... Adzooma is the most cited low-cost entry point.” Muse Glimmer 30B · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“the native platforms like Google Ads and Meta Ads Manager (covering Facebook and Instagram) are often the best starting point” Grok 4.20 · budget 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.