Two of fourteen models named AppDeck Board Portal first on the direct prompt; one named BoardPro. AppDeck Board Portal was named by nine of the fourteen models and BoardPro by twelve and AppDeck Board Portal carries 15 labels and BoardPro 27, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories 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 board and investor reporting 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. Three of four in this category shown.
“AppDeck from $149/mo flat unlimited directors is the best value proposition for a limited budget private company” Muse Glimmer 30B · budget prompt · first choice
“Tools like OnBoard or AppDeck often strike the best balance of features, price, and ease-of-use” Grok 4.20 · scale prompt · first choice
“Boardable or AppDeck are likely the best balance of affordability and functionality” Mistral Small · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Choose BoardPro only if budget and simplicity matter more than deeper governance controls” GPT-5.4 mini · direct prompt · soft negative
“Tailored for SMEs, but the flat fee might not suit the smallest budgets.” Grok 4.20 · budget prompt · soft negative
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.