Zero of twelve models named Buffer first on the direct prompt; zero named SocialPilot. Buffer was named by twelve of the twelve models and SocialPilot by eleven and Buffer carries 44 labels and SocialPilot 23, 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 twelve 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 September 2026 Edition, Buffer and SocialPilot were named in the same answer forty-six times, of the 196 answers naming Buffer and the 54 naming SocialPilot. In those answers SocialPilot took the first choice four times and Buffer eighteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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 seven in this category shown.
“Buffer is too basic for team monitoring.” Grok 4.1 Fast · paraphrase prompt · hard negative
“Falls short on team collaboration, social listening, and deep analytics, and you'll hit Buffer's limits fast if running complex campaigns across multiple brands” Claude Haiku 4.5 · negative prompt · soft negative
“Simpler, lighter option. May lack the advanced governance/features needed for a 500-person org” Qwen 3.7 Flash · scale prompt · soft negative
“Buffer (Free Plan): ... Best for: Solopreneurs and micro-businesses who only use 2 or 3 networks ... need a highly reliable, incredibly easy-to-use scheduler.” Gemini 3.5 Flash · budget prompt · first choice
“Best Overall Free Plan ... For most small businesses starting out, Buffer's free plan or Metricool offer the best balance of cost and functionality” Mistral Small · budget prompt · first choice
“the safest all-around pick is Buffer: it has one of the cheapest entry points, a free plan for up to 3 channels” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“14-day trial only | $30/month (10 accounts) ... No free tier” Grok 4.1 Fast · budget prompt · soft negative
“Cons: Lighter monitoring features, dated interface” GLM 4.7 FlashX · paraphrase prompt · soft negative
“SocialPilot is a user-friendly platform designed for budget-conscious buyers... best for small to mid-sized businesses and social media managers seeking an affordable platform.” Claude Haiku 4.5 · budget prompt · first choice
“Safer alternatives (low risk scores ~7/100, clean records): Agorapulse, SocialPilot” Grok 4.1 Fast · negative prompt · first choice
“Budget pick for agencies/multi-clients; unlimited users on higher tiers. Lighter on monitoring depth.” Grok 4.1 Fast · 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.