Zero of fourteen models named Mighty Networks first on the direct prompt; zero named Facebook Groups. Mighty Networks was named by ten of the fourteen models and Facebook Groups by six and Mighty Networks carries 22 labels and Facebook Groups 10, so the shares are not directly comparable.
Named in two categories this edition.
By Facebook, Colombia, founded 2004. Named in one category 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 community platforms page.
Across every category in the November 2026 Edition, Mighty Networks and Facebook Groups were named in the same answer twenty-one times, of the 78 answers naming Mighty Networks and the 35 naming Facebook Groups. In those answers Facebook Groups took the first choice one time and Mighty Networks two.
| 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.
“it has a concerning track record regarding customer support, billing, and accessibility that makes it risky for business-critical customer communities” GLM 4.7 FlashX · negative prompt · hard negative
“Mighty Networks/Circle (more consumer/SaaS-focused or membership sites)” Grok 4.20 · paraphrase prompt · hard negative
“Avoid Per-Seat Pricing: Platforms like Circle.so or Mighty Networks are popular but often start at $99/mo.” Qwen 3.7 Flash · budget prompt · soft negative
“I'd start with Circle or Mighty Networks. Both are highly rated” GLM 4.7 FlashX · paraphrase prompt · first choice
“differentiates itself through its highly customizable community spaces and native mobile app capabilities” MiniMax M2.5 · comparative prompt · alternative
“places a stronger emphasis on native mobile app experiences and structured community cohorts” Gemini 3.5 Flash · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“These are convenient but risky for branded customer communities due to algorithm changes, data ownership loss, privacy scandals, and lack of control.” Grok 4.20 · negative prompt · hard negative
“Facebook Groups lack data ownership, have limited branding options, and are subject to algorithm changes” Mistral Small · negative prompt · hard negative
“No data ownership, algorithm changes disrupt reach, limited business features, privacy concerns” Kimi K2 · negative prompt · hard negative
“the best customer community platform is often Facebook Groups (completely free)” Grok 4.20 · budget prompt · first choice
“Completely free and leverages a platform most people already use. Good for informal communities but less branded.” Claude Haiku 4.5 · budget prompt · alternative
“Zero budget + no technical team: Use Discord, Facebook Groups, or Geneva.” Kimi K2 · budget 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.