One of fourteen models named Sociabble first on the direct prompt; zero named Vulse. Sociabble was named by fourteen of the fourteen models and Vulse by six and Sociabble carries 38 labels and Vulse 14, so the shares are not directly comparable.
Named in two 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.
Across every category in the November 2026 Edition, Sociabble and Vulse were named in the same answer twenty-eight times, of the 115 answers naming Sociabble and the 65 naming Vulse. In those answers Vulse took the first choice eleven times and Sociabble two.
| 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.
“Avoid: Platforms like Sociabble, DSMN8, Haiilo, EveryoneSocial, and Oktopost generally don’t publish pricing” Kimi K2 · budget prompt · hard negative
“What to Avoid - Enterprise-only platforms with no published pricing (Sociabble, Haiilo, DSMN8, etc.)” GLM 4.7 FlashX · budget prompt · hard negative
“These require custom quotes that are typically reserved for mid-to-large organizations.” Qwen 3.7 Flash · budget prompt · hard negative
“Sociabble — Strong all-in-one with excellent analytics, gamification, and LinkedIn partnership. Good for global/mid-sized teams.” Grok 4.20 · scale prompt · first choice
“Often rated as the most comprehensive "all-in-one" tool; excels in global/enterprise use” Grok 4.20 · comparative prompt · first choice
“Best overall for most mid-market B2B companies: Sociabble.” Grok 4.20 · 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.
“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.