One of fourteen models named Google Ads first on the direct prompt; two named Skai. Google Ads was named by thirteen of the fourteen models and Skai by thirteen and Google Ads carries 30 labels and Skai 31, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in ten 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 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.
Across every category in the October 2026 Edition, Google Ads and Skai were named in the same answer twenty-two times, of the 185 answers naming Google Ads and the 158 naming Skai. In those answers Skai took the first choice four times and Google Ads five.
| 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. 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 4.20 · 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. Six of six in this category shown.
“Avoid: Enterprise platforms like Skai” Kimi K2 · budget prompt · hard negative
“Be very cautious with Skai/Kenshoo unless you're a large enterprise with dedicated implementation resources.” Kimi K2 · negative prompt · soft negative
“Caution advised for Small and Medium Businesses (SMBs)... Entry-level pricing starts around $114,000/year” Qwen 3.7 Flash · negative prompt · soft negative
“Enterprise-grade platform that manages advertising across Google, Meta, LinkedIn, Amazon, and Apple Search Ads from a single interface” MiniMax M2.5 · direct prompt · first choice
“If you have a dedicated, skilled PPC manager: Lean toward Skai or MEGA AI for heavy-hitting automation and deep optimization.” Qwen 3.7 Flash · scale prompt · first choice
“Top Recommendation: Skai (formerly Kenshoo) ... Skai edges out as the overall best balance for robust B2B management.” Grok 4.20 · direct 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.