Zero of fourteen models named Boardable first on the direct prompt; zero named BoardPro. Boardable was named by fourteen of the fourteen models and BoardPro by eleven and Boardable carries 40 labels and BoardPro 21, so the shares are not directly comparable.
Named in three 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.
Across every category in the October 2026 Edition, Boardable and BoardPro were named in the same answer 131 times, of the 207 answers naming Boardable and the 180 naming BoardPro. In those answers BoardPro took the first choice forty-eight times and Boardable thirty-eight.
| 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 | ||||||
| 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. Five of five in this category shown.
“A popular low-cost option for nonprofits, but it has a critical blind spot” DeepSeek V4 Flash · negative prompt · soft negative
“Budget-friendly ... but better suited to smaller nonprofits.” DeepSeek V4 Flash · scale prompt · soft negative
“The best board reporting software for a company with a limited budget is Boardable, which is purpose-built for nonprofit boards at $20.99 per user per month.” Llama 4 Maverick · budget prompt · first choice
“Recommendation: Start with Boardable if you need polished reporting features without breaking the bank—it's the most accessible for limited budgets” Grok 4.1 Fast · budget prompt · first choice
“For most companies with a limited budget, Boardable offers the best balance of features, pricing transparency, and ease of use.” GLM 4.7 FlashX · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Does not appear to permit requiring MFA for all users, creating a security gap” Kimi K2 · negative prompt · soft negative
“Start with BoardPaq or BoardPro, depending on whether you prefer ... a flat per-board rate with unlimited users” Kimi K2 · budget prompt · first choice
“BoardPro (Best Overall Flat-Rate for SMEs & Nonprofits) ... BoardPro is highly recommended” Gemini 3.5 Flash · 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.