Eight of fourteen models named LinkedIn Sponsored Content first on the direct prompt; zero named Dianomi. LinkedIn Sponsored Content was named by thirteen of the fourteen models and Dianomi by nine and LinkedIn Sponsored Content carries 26 labels and Dianomi 14, so the shares are not directly comparable.
By LinkedIn, Sunnyvale, United States, founded 2002. Named in one category this edition.
London, founded 2003. 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 native and content advertising page.
Across every category in the November 2026 Edition, LinkedIn Sponsored Content and Dianomi were named in the same answer nine times, of the 80 answers naming LinkedIn Sponsored Content and the 24 naming Dianomi. In those answers Dianomi took the first choice two times and LinkedIn Sponsored Content 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. Five of six in this category shown.
“though LinkedIn Sponsored Content is more social than native web” Grok 4.20 · paraphrase prompt · soft negative
“Offer native-like formats ... but are more closed ecosystems.” Grok 4.20 · comparative prompt · soft negative
“For most mid-market B2B companies, LinkedIn Sponsored Content is the foundational platform for direct response and lead generation.” MiniMax M2.5 · direct prompt · first choice
“LinkedIn Sponsored Content (part of LinkedIn Ads) is generally the best native advertising platform for a mid-market B2B company.” Grok 4.20 · direct prompt · first choice
“Start with LinkedIn Sponsored Content – It's the safest bet for mid-market B2B to get high-quality leads with precise targeting.” GLM 4.7 FlashX · direct 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.
“I'd start with Dianomi if your B2B buyers are executives, finance professionals, or IT decision-makers.” GPT-6 Luna · paraphrase prompt · first choice
“Test Dianomi if your buyers are C-suite/finance executives reading tier-1 publications.” Gemini 3.5 Flash · direct prompt · alternative
“with Dianomi as a specialist test if the audience is concentrated in finance” Perplexity Sonar · paraphrase 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.