Zero of fourteen models named Buffer first on the direct prompt; zero named Zoho Social. Both were named by all fourteen models and Buffer carries 52 labels and Zoho Social 29, so the shares are not directly comparable.
Named in seven categories 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 social media management page.
Across every category in the November 2026 Edition, Buffer and Zoho Social were named in the same answer sixty-nine times, of the 235 answers naming Buffer and the 76 naming Zoho Social. In those answers Zoho Social took the first choice fifteen times and Buffer twenty-one.
| 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.
“Has received negative reviews regarding security and billing practices, including unauthorized charges after account cancellation.” Mistral Small · negative prompt · hard negative
“Avoid or be cautious about: Buffer (due to its 2013 breach history and Meta account issues)” GLM 4.7 FlashX · negative prompt · hard negative
“Frequently grouped with Hootsuite in safety discussions... poor reviews on platforms like Trustpilot for Buffer, Hootsuite, and Metricool” Muse Glimmer 30B · negative prompt · soft negative
“Buffer – Best for small budgets, offering a free plan for up to 3 social media profiles and paid plans starting at just $6 per month per channel.” Mistral Small · budget prompt · first choice
“For most small to medium-sized businesses, Buffer, Agorapulse, or SocialPilot tend to have more consistent user satisfaction records” Qwen 3.7 Flash · negative prompt · first choice
“Start with Industry Leaders: Platforms like Buffer, Hootsuite, Sprout Social, Later, and Meta Business Suite have established reputations” MiniMax M2.5 · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Budget-friendly options (~$30–$100/month) with solid scheduling and analytics... but they lack the depth in listening and enterprise-grade reporting.” Grok 4.20 · direct prompt · soft negative
“The best social media management platform for a company with a limited budget is Zoho Social, with paid plans starting from $10 per month” Llama 4 Maverick · budget prompt · first choice
“the best social media management platforms for a company with a limited budget are Buffer and Zoho Social” Qwen 3.7 Flash · budget prompt · first choice
“Best value for a small company: Zoho Social Standard—if one person will manage the accounts.” GPT-6 Luna · budget 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.