Thirteen of fourteen models named OnBoard first on the direct prompt; zero named Nasdaq Boardvantage. Both were named by all fourteen models and OnBoard carries 54 labels and Nasdaq Boardvantage 28, 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 portals page.
Across every category in the October 2026 Edition, OnBoard and Nasdaq Boardvantage were named in the same answer 137 times, of the 262 answers naming OnBoard and the 203 naming Nasdaq Boardvantage. In those answers Nasdaq Boardvantage took the first choice twenty-one times and OnBoard twenty.
| 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.
“Skip enterprise platforms like Diligent and OnBoard unless your budget is $6,000+/year” DeepSeek V4 Flash · budget prompt · hard negative
“Some reviewers report friction with large file uploads... Be cautious if you handle large documents regularly.” DeepSeek V4 Flash · negative prompt · soft negative
“I recommend OnBoard or Convene, as they offer the best balance of modern user experience, governance features, and scalable pricing” Qwen 3.7 Flash · paraphrase prompt · first choice
“OnBoard is the strongest default choice if you want the best balance of usability, governance features, and fit for mid-market boards.” Perplexity Sonar · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Enterprise-grade pricing (~$20K–40K+/year) — designed for regulated public companies” Kimi K2 · direct prompt · hard negative
“avoiding the excessive price tags and bloated complexity of legacy enterprise portals built for massive public corporations (like Diligent or Nasdaq Boardvantage)” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Public/enterprise companies → Diligent or Nasdaq Boardvantage (premium, security-first, enterprise scale)” DeepSeek V4 Flash · comparative prompt · first choice
“choose Diligent or Nasdaq Boardvantage for large, regulated enterprises needing deep compliance and analytics” Muse Glimmer 30B · comparative prompt · first choice
“For enterprise-scale governance, start with Diligent Boards and Nasdaq Boardvantage.” GPT-6 Luna · comparative 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.