Zero of fourteen models named Discourse first on the direct prompt; two named Gainsight Customer Communities. Discourse was named by fourteen of the fourteen models and Gainsight Customer Communities by thirteen and Discourse carries 45 labels and Gainsight Customer Communities 44, 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 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, Discourse and Gainsight Customer Communities were named in the same answer sixty-one times, of the 143 answers naming Discourse and the 111 naming Gainsight Customer Communities. In those answers Gainsight Customer Communities took the first choice eight times and Discourse four.
| 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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“expensive platforms like Gainsight Customer Communities and Khoros are explicitly described as costly for smaller organizations” GPT-5.4 mini · budget prompt · soft negative
“Narrower scope (more success tool than full community platform); being replaced or evolved in some lineups.” Grok 4.20 · comparative prompt · soft negative
“can be excessive if you lack dedicated community operations, integration needs, or budget” Perplexity Sonar · negative prompt · soft negative
“Strong for customer success + support. Excellent analytics, gamification, and Salesforce integration. Good for larger communities.” Grok 4.20 · scale prompt · first choice
“If your goal is Product Feedback & Customer Retention (SaaS): Choose Gainsight Customer Communities.” Gemini 3.5 Flash · direct prompt · first choice
“Gainsight has established itself as a leader in the enterprise customer community space” MiniMax M2.5 · comparative 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.