Zero of fourteen models named BoardPro first on the direct prompt; one named Govenda. BoardPro was named by fourteen of the fourteen models and Govenda by nine and BoardPro carries 32 labels and Govenda 16, so the shares are not directly comparable.
Named in two categories this edition.
Named in three 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 October 2026 Edition, BoardPro and Govenda were named in the same answer twenty-seven times, of the 180 answers naming BoardPro and the 59 naming Govenda. In those answers Govenda took the first choice two times and BoardPro six.
| 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. Four of four in this category shown.
“Cheaper and better-rated for small users than competitors like BoardPro ($165+/month per board, flat rate but higher entry)” Grok 4.1 Fast · budget prompt · soft negative
“still relatively affordable but less budget-focused than Boardable” Perplexity Sonar · budget prompt · soft negative
“If you have a large board (12+ members): Go with BoardPro. Its flat-rate "per board" pricing model with unlimited users will save you a fortune” Gemini 3.5 Flash · budget prompt · first choice
“For a small company board, I'd start with BoardPro Essentials if you have 7 or more people who need access.” GPT-6 Luna · 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.
“Start with OnBoard or Govenda — both are purpose-built for mid-market B2B companies” Kimi K2 · direct prompt · first choice
“Govenda is a secure, cloud-based platform recognized for a user-friendly interface, strong security certifications” Claude Haiku 4.5 · comparative 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.