Two of fourteen models named Circle first on the direct prompt; zero named Discord. Circle was named by fourteen of the fourteen models and Discord by twelve and Circle carries 57 labels and Discord 24, so the shares are not directly comparable.
Named in two categories this edition.
Named in three 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 community platforms page.
Across every category in the November 2026 Edition, Circle and Discord were named in the same answer fifty-five times, of the 153 answers naming Circle and the 82 naming Discord. In those answers Discord took the first choice three times and Circle seventeen.
| 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.
“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
“Circle, Bettermode, or comparable tools will not create engagement by themselves” Perplexity Sonar · negative prompt · soft negative
“Circle — best for branded customer communities that also want courses, events, memberships, and monetization in one modern platform.” GPT-5.4 mini · comparative prompt · first choice
“The best customer community platform for a company with a limited budget is Circle, which is available from $89 a month” Llama 4 Maverick · budget prompt · first choice
“The best customer community platform for a mid-market B2B company is Circle, which is the best all-around choice” Llama 4 Maverick · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Discord is not recommended for business-critical communities due to platform lock-in, limited data ownership, and weak branding controls.” Mistral Small · negative prompt · hard negative
“These are convenient but risky for branded customer communities ... Use only for supplementary engagement.” Grok 4.20 · negative prompt · hard negative
“A platform like Discord or Slack is great for chatting, but terrible for searching historical knowledge.” Qwen 3.7 Flash · scale prompt · hard negative
“Discord is free and has become popular for customer communities. It offers channels, voice chat, and integrations.” Claude Haiku 4.5 · budget prompt · first choice
“or Discord (free tier with optional paid upgrades)” Grok 4.20 · budget prompt · first choice
“Best 100% Free & Zero-Maintenance: Discord ... If you want instantaneous engagement with zero technical setup, start with Discord.” Gemini 3.5 Flash · 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.