Eight of fourteen models named Bettermode first on the direct prompt; zero named Discourse. Bettermode was named by thirteen of the fourteen models and Discourse by fourteen and Bettermode carries 51 labels and Discourse 45, so the shares are not directly comparable.
Named in one category this edition.
founded 2013. 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, Bettermode and Discourse were named in the same answer 100 times, of the 140 answers naming Bettermode and the 143 naming Discourse. In those answers Discourse took the first choice fourteen 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.
“basic forums like Discourse (lacks B2B-specific features)” Grok 4.20 · paraphrase prompt · hard negative
“Excellent search and moderation; less "modern visual portal" aesthetic out of the box.” Gemini 3.5 Flash · scale prompt · soft negative
“the hosted version starts at ~$100/mo and can get pricey with scaling” Grok 4.20 · negative prompt · soft negative
“open-source, self-hostable, transparent pricing (from $100/mo), full data ownership, no lock-in” DeepSeek V4 Flash · negative prompt · first choice
“Absolute minimum budget: Start with Discourse (free) or Thinkific ($5/month)” MiniMax M2.5 · budget prompt · first choice
“Discourse if you want the best mix of capability, control, and cost-effectiveness.” GPT-5.4 mini · paraphrase 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.