Two of twelve models named LinkedIn Campaign Manager first on the direct prompt; zero named Skai. LinkedIn Campaign Manager was named by ten of the twelve models and Skai by eleven and LinkedIn Campaign Manager carries 21 labels and Skai 26, so the shares are not directly comparable.
By LinkedIn, Sunnyvale, United States, founded 2002. Named in eight categories this edition.
Named in two categories 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. Two of two in this category shown.
“~19.9% | 🟠 High” Qwen 3.7 Flash · negative prompt · soft negative
“For B2B Lead Gen & Brand (LinkedIn Campaign Manager): ... LinkedIn remains the highest-quality network for B2B demographic targeting” Qwen 3.7 Flash · paraphrase 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.
“Avoid: Enterprise platforms like Skai/Kenshoo ($95,000+/year)” Kimi K2 · budget prompt · hard negative
“Avoid Skai unless spend >$4M/year” Grok 4.1 Fast · direct prompt · hard negative
“Mostly solid (4.0-4.7/5), but watch for steep learning curves, API lags, high fees for low-spend accounts” Grok 4.1 Fast · negative prompt · soft negative
“Choose MarinOne or Skai if you manage large budgets, multiple accounts, and need strong reporting/governance.” Perplexity Sonar · comparative prompt · first choice
“Choose Skai to manage both retail media networks and search/social portfolios under one unified umbrella.” Gemini 3.5 Flash · comparative prompt · first choice
“I'd generally recommend Skai if your team wants one platform to manage both PPC and paid social” GPT-5.4 mini · paraphrase 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.