Two of fourteen models named Circle first on the direct prompt; two named Gainsight Customer Communities. Circle was named by fourteen of the fourteen models and Gainsight Customer Communities by thirteen and Circle carries 57 labels and Gainsight Customer Communities 44, so the shares are not directly comparable.
Named in two 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 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 Gainsight Customer Communities were named in the same answer fifty-six times, of the 153 answers naming Circle and the 111 naming Gainsight Customer Communities. In those answers Gainsight Customer Communities took the first choice six times and Circle 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. 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.
“expensive platforms like Gainsight Customer Communities and Khoros are explicitly described as costly for smaller organizations” GPT-5.4 mini · budget prompt · soft negative
“Narrower scope (more success tool than full community platform); being replaced or evolved in some lineups.” Grok 4.20 · comparative prompt · soft negative
“can be excessive if you lack dedicated community operations, integration needs, or budget” Perplexity Sonar · negative prompt · soft negative
“Strong for customer success + support. Excellent analytics, gamification, and Salesforce integration. Good for larger communities.” Grok 4.20 · scale prompt · first choice
“If your goal is Product Feedback & Customer Retention (SaaS): Choose Gainsight Customer Communities.” Gemini 3.5 Flash · direct prompt · first choice
“Gainsight has established itself as a leader in the enterprise customer community space” MiniMax M2.5 · comparative 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.