Zero of fourteen models named Revcontent first on the direct prompt; zero named Dianomi. Revcontent was named by thirteen of the fourteen models and Dianomi by nine and Revcontent carries 35 labels and Dianomi 14, so the shares are not directly comparable.
Named in two categories 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.
| 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 eight in this category shown.
“Platforms to Avoid ... Revcontent / Nativo: ... less ideal for a startup testing a limited advertising budget” Qwen 3.7 Flash · budget prompt · hard negative
“One reviewer described it as "a clever trap for advertisers" with declining quality over the past two years” DeepSeek V4 Flash · negative prompt · hard negative
“Identified in academic and industry analyses as serving more bad ads than display networks.” GLM 4.7 FlashX · negative prompt · hard negative
“Revcontent is the best mainstream native platform for a limited budget, offering strong reach and a low entry floor.” GLM 4.7 FlashX · budget prompt · first choice
“Revcontent (Best Overall for Small Budgets & ROI)” Gemini 3.5 Flash · budget prompt · first choice
“Start with MGID or Revcontent for testing.” GPT-5.4 mini · budget 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.