Four of twelve models named Bettermode first on the direct prompt; zero named Skool. Bettermode was named by eleven of the twelve models and Skool by six and Bettermode carries 40 labels and Skool 10, so the shares are not directly comparable.
Named in two categories 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.
“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. 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.