Two of fourteen models named BoardPro first on the direct prompt; zero named Boardable. BoardPro was named by fourteen of the fourteen models and Boardable by thirteen and BoardPro carries 46 labels and Boardable 37, 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 portals page.
Across every category in the November 2026 Edition, BoardPro and Boardable were named in the same answer 131 times, of the 202 answers naming BoardPro and the 191 naming Boardable. In those answers Boardable took the first choice twenty-one times and BoardPro forty-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 4.20 | ||||||
| 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. Five of six in this category shown.
“BoardPro - 30% negative rate (labeled "criticized challenger") - This product has the highest negative rating among the reviewed options” GLM 4.7 FlashX · negative prompt · hard negative
“If you need seamless Outlook synchronization and strict MFA enforcement, scrutinize BoardPro.” Qwen 3.7 Flash · negative prompt · soft negative
“For most mid-sized B2B companies, BoardPro is a strong choice due to its balance of affordability, ease of use, and comprehensive features” Mistral Small · paraphrase prompt · first choice
“I recommend starting with a demo of Decisions and BoardPro, as they represent the sweet spot for most mid-sized B2B companies” Qwen 3.7 Flash · paraphrase prompt · first choice
“BoardPro if you want the best value with transparent pricing and a solution designed specifically for growing organizations” Kimi K2 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“60% negative rate in AI analysis; criticized challenger status” Kimi K2 · negative prompt · hard negative
“SMB-focused tools (like Boardable) may lack the governance features, integrations, or compliance standards needed by mid-market B2B leadership” Gemini 3.5 Flash · direct prompt · soft negative
“Boardable requires 30 days’ notice of cancellation before your subscription runs out, so be wary.” Muse Glimmer 30B · negative prompt · soft negative
“The best board portal for a company with a limited budget is Boardable, which costs $20.99-$35.99 per user per month.” Llama 4 Maverick · 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.