Eight of fourteen models named Bettermode first on the direct prompt; zero named Facebook Groups. Bettermode was named by thirteen of the fourteen models and Facebook Groups by six and Bettermode carries 51 labels and Facebook Groups 10, so the shares are not directly comparable.
Named in one category this edition.
By Facebook, Colombia, founded 2004. 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.
| 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 seven in this category shown.
“These are convenient but risky for branded customer communities due to algorithm changes, data ownership loss, privacy scandals, and lack of control.” Grok 4.20 · negative prompt · hard negative
“Facebook Groups lack data ownership, have limited branding options, and are subject to algorithm changes” Mistral Small · negative prompt · hard negative
“No data ownership, algorithm changes disrupt reach, limited business features, privacy concerns” Kimi K2 · negative prompt · hard negative
“the best customer community platform is often Facebook Groups (completely free)” Grok 4.20 · budget prompt · first choice
“Completely free and leverages a platform most people already use. Good for informal communities but less branded.” Claude Haiku 4.5 · budget prompt · alternative
“Zero budget + no technical team: Use Discord, Facebook Groups, or Geneva.” Kimi K2 · 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.