Four of twelve models named Bettermode first on the direct prompt; zero named Discourse. Bettermode was named by eleven of the twelve models and Discourse by twelve and Bettermode carries 40 labels and Discourse 37, so the shares are not directly comparable.
Named in two categories 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 twelve 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 September 2026 Edition, Bettermode and Discourse were named in the same answer seventy-five times, of the 113 answers naming Bettermode and the 104 naming Discourse. In those answers Discourse took the first choice eighteen times and Bettermode eighteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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.
“eliminated its free plan and raised prices to $399+/month. No longer budget-friendly.” DeepSeek V4 Flash · budget prompt · hard negative
“Strongly avoid. Pattern of acquiring customers then degrading service.” Kimi K2 · negative prompt · hard negative
“Why to avoid: Major technical and support failures” Mistral Small · negative prompt · hard negative
“One of the most modern, highly customizable, and user-friendly platforms on the market... heavily utilized by mid-market tech companies.” Gemini 3.5 Flash · scale prompt · first choice
“Best Overall: Bettermode (formerly Tribe)... Bettermode offers the best balance of purpose-built features, integrations, and value” Mistral Small · direct prompt · first choice
“I'd recommend Bettermode as the best overall choice because it's specifically designed for B2B SaaS companies” Mistral Small · paraphrase 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.
“avoid free/open-source (e.g., Discourse) for compliance/security” Grok 4.1 Fast · direct prompt · hard negative
“Forum-first platforms (Discourse, NodeBB, Flarum, etc.) ... Why be cautious: Complex permission and moderation setups” GLM 4.7 FlashX · negative prompt · soft negative
“requires technical resources to run and integrate... If not, avoid self-hosted Discourse” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Choose Discourse if you want the absolute best customer support hub where community answers help deflect support tickets via Google Search” Gemini 3.5 Flash · budget prompt · first choice
“Choose Discourse if your product is technical and complex, requiring a robust database of past solutions.” Qwen 3.7 Flash · paraphrase prompt · first choice
“the best customer community platform is Discourse (self-hosted open-source version)” Grok 4.1 Fast · budget 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.