One of fourteen models named Google Ads first on the direct prompt; zero named Smartly. Google Ads was named by thirteen of the fourteen models and Smartly by twelve and Google Ads carries 30 labels and Smartly 20, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in ten categories this edition.
Named in 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 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 | ||||||
| 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. Four of four in this category shown.
“Trustpilot shows significant dissatisfaction around misleading promotional credits, billing discrepancies, unexpected deductions, and unhelpful support.” DeepSeek V4 Flash · negative prompt · soft negative
“Verdict: Essential but challenging; consider using a third-party management tool” GLM 4.7 FlashX · negative prompt · soft negative
“the native platforms like Google Ads and Meta Ads Manager ... are often the best starting point—they're completely free to use” Grok 4.1 Fast · budget prompt · first choice
“For PPC, Google Ads (particularly for branded and intent-based campaigns) is often considered the best overall solution.” Mistral Small · paraphrase 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.
“Smartly.io: Social-first (Meta/TikTok/LinkedIn) with AI creative; scales to search. Ideal for visual/brand campaigns.” Grok 4.1 Fast · 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.