Eight of fourteen models named Bettermode first on the direct prompt; two named Circle. Bettermode was named by thirteen of the fourteen models and Circle by fourteen and Bettermode carries 51 labels and Circle 57, so the shares are not directly comparable.
Named in one category 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 community platforms page.
Across every category in the November 2026 Edition, Bettermode and Circle were named in the same answer 110 times, of the 140 answers naming Bettermode and the 153 naming Circle. In those answers Circle took the first choice twenty-nine times and Bettermode twenty-three.
| 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.
“Choose Bettermode only if you specifically need a branded SaaS-style customer community and can afford its higher starting price.” Perplexity Sonar · budget prompt · soft negative
“Exercise Heavy Caution Due to Costs or Support ... Users report significant friction regarding scalability and customer service.” Qwen 3.7 Flash · negative prompt · soft negative
“Why be cautious? AI models often flag it as a platform to avoid unless you have significant technical resources” Mistral Small · negative prompt · soft negative
“Bettermode stands out as the best all-around choice due to its flexibility, integration capabilities, and pricing” Mistral Small · direct prompt · first choice
“Bettermode if you want a modern, purpose-built B2B SaaS community with strong branding and reasonable pricing” Kimi K2 · direct prompt · first choice
“Bettermode is considered best for mid-market B2B SaaS teams, typically those with around 50–500 employees” Claude Haiku 4.5 · direct prompt · first choice
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
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.