Zero of fourteen models named Buffer first on the direct prompt; one named Agorapulse. Both were named by all fourteen models and Buffer carries 48 labels and Agorapulse 39, so the shares are not directly comparable.
Named in nine 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 October 2026 Edition, Buffer and Agorapulse were named in the same answer sixty-three times, of the 239 answers naming Buffer and the 85 naming Agorapulse. In those answers Agorapulse took the first choice eight times and Buffer twenty.
| 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.
“Reports of security concerns ... unauthorized charges post-cancellation, and frequent post failures” Grok 4.20 · negative prompt · hard negative
“Buffer's public incident history shows multiple disruptions in 2025–2026, including duplicate scheduled posts” GPT-5.4 mini · negative prompt · soft negative
“Posts occasionally fail to publish despite appearing scheduled... power users often outgrow it quickly” Qwen 3.7 Flash · negative prompt · soft negative
“For most small companies just starting out, Buffer or Metricool provide the best combination of ease-of-use, essential features, and low cost.” Qwen 3.7 Flash · budget prompt · first choice
“Best overall value: Buffer offers a robust free plan and affordable per-channel pricing ($6 per month), making it the top choice for small teams.” Muse Glimmer 30B · budget prompt · first choice
“Buffer is the best all-around choice because it offers a free plan and low-cost paid plans starting at $6 per month per channel” 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.
“Minor concerns: Occasional reports of slow or unhelpful customer support” Qwen 3.7 Flash · negative prompt · soft negative
“$79/user/month (annual) | Engagement-focused (less budget-friendly)” Grok 4.20 · budget prompt · soft negative
“platforms like Agorapulse, Sendible, or later-stage reviews of Sprout Social tend to have fewer issues” GLM 4.7 FlashX · negative prompt · first choice
“Safer alternatives: Tools like Agorapulse or Sprout Social often rank higher for support and reliability” Grok 4.20 · negative prompt · first choice
“My default recommendation: Agorapulse Professional for a mid-sized B2B team” GPT-6 Luna · paraphrase 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.