Two of fourteen models named Sharebee first on the direct prompt; one named Sociabble. Sharebee was named by seven of the fourteen models and Sociabble by fourteen and Sharebee carries 13 labels and Sociabble 38, so the shares are not directly comparable.
Named in one category 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 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. Three of four in this category shown.
“Sharebee is the platform we most often recommend to B2B organisations where LinkedIn is the primary battlefield.” Muse Glimmer 30B · direct prompt · first choice
“Sharebee if you want a focused, LinkedIn-first solution with strong gamification” GLM 4.7 FlashX · direct prompt · first choice
“Sharebee, which is a LinkedIn-first employee advocacy platform with multichannel support and a user-friendly interface” Llama 4 Maverick · budget prompt · alternative
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
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.