Nine of fourteen models named Bettermode first on the direct prompt; four named Circle. Both were named by all fourteen models and Bettermode carries 48 labels and Circle 53, 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 October 2026 Edition, Bettermode and Circle were named in the same answer ninety-six times, of the 135 answers naming Bettermode and the 143 naming Circle. In those answers Circle took the first choice twenty-four times and Bettermode thirteen.
| 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.
““Platforms to Avoid (Unsuitable for most large enterprises): Circle, Mighty Networks, Bettermode (formerly Tribe)”” Muse Glimmer 30B · negative prompt · hard negative
“Verdict: Avoid unless you're prepared for potential pricing rug pulls and have budget flexibility.” DeepSeek V4 Flash · negative prompt · hard negative
“also mentioned as a platform to avoid for large enterprises” Mistral Small · negative prompt · hard negative
“For most mid-market B2B companies, Bettermode offers a good balance of functionality, ease of use, transparent pricing, and CRM integration capabilities.” Claude Haiku 4.5 · direct prompt · first choice
“Discourse (especially if self-hosted) and Bettermode (depending on the plan) are highly recommended for budget-conscious organizations” Mistral Small · budget prompt · first choice
“The best customer community platform for a company with a limited budget is Bettermode, which is available from $149 a month billed annually.” Llama 4 Maverick · budget 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.
““Platforms to Avoid (Unsuitable for most large enterprises): Circle, Mighty Networks, Bettermode (formerly Tribe)”” Muse Glimmer 30B · negative prompt · hard negative
“Circle and Mighty Networks are explicitly listed as unsuitable for most large enterprises” Mistral Small · negative prompt · hard negative
“Avoid pricier ones like Circle ($89/mo)” Grok 4.20 · budget prompt · hard negative
“Highly regarded for its user-friendly interface, strong engagement features, and seamless integration of memberships, courses, and community spaces.” Mistral Small · comparative prompt · first choice
“Circle - a comprehensive online community platform that offers a range of features, including community, events, courses, and mobile apps.” Llama 4 Maverick · paraphrase prompt · first choice
“1. Circle - Best All-Rounder ... Most mid-market B2B companies find that Circle or Bettermode provide the best balance” GLM 4.7 FlashX · 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.