One of fourteen models named Skai first on the direct prompt; zero named Adalysis. Skai was named by fourteen of the fourteen models and Adalysis by eleven and Skai carries 34 labels and Adalysis 20, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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. Six of six in this category shown.
“Avoid initially: Optmyzr, Marin, Smartly, Skai, and similar platforms” Perplexity Sonar · budget prompt · hard negative
“Unlike competitors like Marin or Skai, which can require hundreds of dollars per month per account and complex setups” Qwen 3.7 Flash · direct prompt · soft negative
“It may be overkill or too complex for smaller advertisers or those with simpler needs.” Mistral Small · negative prompt · soft negative
“Skai is a strong example. It sits above multiple publishers and lets teams manage paid search, paid social, and retail media in one system.” GPT-5.4 mini · comparative prompt · first choice
“Guideflow notes Skai as best for enterprise paid search teams and for large cross-channel programs with retail media needs” Muse Glimmer 30B · comparative prompt · first choice
“I'd generally recommend Skai if you want a single platform that can manage both paid search and paid social well” GPT-5.4 mini · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Optmyzr / Adalysis: Best-in-class for Paid Search optimization and rule-building.” Qwen 3.7 Flash · scale prompt · first choice
“Optmyzr and Adalysis are the best self-serve options” Mistral Small · paraphrase prompt · first choice
“Optmyzr or Adalysis are excellent choices if your primary spend is on Google/Microsoft Ads” Kimi K2 · direct prompt · alternative
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.