Zero of twelve models named Discourse first on the direct prompt; zero named Skool. Discourse was named by twelve of the twelve models and Skool by six and Discourse carries 37 labels and Skool 10, so the shares are not directly comparable.
founded 2013. Named in one category this edition.
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.
| 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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid Creator-First Platforms (e.g., Circle, Mighty Networks, Skool)” Gemini 3.5 Flash · direct prompt · hard negative
“Why to be cautious: Feature limitations and poor user experience” Mistral Small · negative prompt · soft negative
“Final Pick: If you can spend even a tiny amount, Skool at $9/month gives you the most features per dollar.” Qwen 3.7 Flash · budget prompt · first choice
“Skool at $99/month is one of the most cost-effective all-in-one options with gamification and payments built in.” GLM 4.7 FlashX · budget prompt · alternative
“Skool is a highly simplified platform that combines discussion threads, a course classroom, and an event calendar.” Gemini 3.5 Flash · 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.