Seven of fourteen models named Oktopost first on the direct prompt; zero named Vulse. Oktopost was named by thirteen of the fourteen models and Vulse by six and Oktopost carries 40 labels and Vulse 14, so the shares are not directly comparable.
Named in five 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 employee advocacy 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. Four of five in this category shown.
“Avoid: Platforms like Sociabble, DSMN8, Haiilo, EveryoneSocial, and Oktopost” Kimi K2 · budget prompt · hard negative
“Criticized for being a criticized challenger in several reviews.” Mistral Small · negative prompt · hard negative
“Oktopost — test analytics and support during a pilot. G2's review summary flags some users' concerns about data accuracy and slow responses to fixes.” GPT-6 Luna · negative prompt · soft negative
“I'd recommend starting with Oktopost since it's purpose-built for B2B social selling and advocacy” MiniMax M2.5 · 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.
“Vulse stands out as the best employee advocacy platform for companies with a limited budget” Grok 4.20 · budget prompt · first choice
“Start with Vulse for the most transparent and scalable pricing” GLM 4.7 FlashX · budget prompt · first choice
“Vulse is a LinkedIn-first employee advocacy platform rated 5.0 on Gartner Peer Insights” Muse Glimmer 30B · 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.