Ten of fourteen models named Sprout Social first on the direct prompt; three named Oktopost. Sprout Social was named by fourteen of the fourteen models and Oktopost by eleven and Sprout Social carries 63 labels and Oktopost 16, so the shares are not directly comparable.
Chicago, United States, founded 2010. Named in eleven categories this edition.
Named in five 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, Sprout Social and Oktopost were named in the same answer fifty-four times, of the 292 answers naming Sprout Social and the 174 naming Oktopost. In those answers Oktopost took the first choice eighteen times and Sprout Social sixteen.
| 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. Five of six in this category shown.
“Note on "Avoid": Platforms like Hootsuite and Sprout Social, while powerful, typically start at $99–$149/month” Qwen 3.7 Flash · budget prompt · hard negative
“Generally too expensive for limited budgets” Kimi K2 · budget prompt · hard negative
“Strong for teams; excels in analytics, inbox, reporting, and customer care. Good for mid-sized with collaboration features. Starts ~$249/month; scales well.” Grok 4.20 · scale prompt · first choice
“Best-in-class reporting and engagement features, but per-seat cost adds up. If you have 15–25 social users, this is a strong choice.” DeepSeek V4 Flash · scale prompt · first choice
“Mid-market to Enterprise (All-in-one) | Exceptional UI, strong team workflows, robust reporting, top-tier customer support.” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“The best social media management platform for a mid-market B2B company is Oktopost, as it is specifically designed for B2B businesses” Llama 4 Maverick · direct prompt · first choice
“Oktopost — *Best Dedicated B2B Platform* ... If your primary goal is lead generation & sales enablement: Go with Oktopost.” Gemini 3.5 Flash · paraphrase prompt · first choice
“My pick: Oktopost—if your company's social program is primarily B2B, especially LinkedIn-focused” GPT-6 Luna · 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.