# OnBoard vs BoardPro: which do AI models recommend for board portals, October 2026

Finance AI Recommendation Index, October 2026 Edition, Board portals. Thirteen of fourteen models named OnBoard first on the direct prompt; zero named BoardPro. Page: https://finance-ai-index.com/corporate/board-portals/onboard-vs-boardpro/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| OnBoard | 49% | #1 of 10 | 11% | 54 | 14 of 14 |
| BoardPro | 6% | #3 of 10 | 6% | 32 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: onboard first (first choices: OnBoard) (alternatives: Azeus Convene, Diligent Boards)
- GPT-5.4 mini: onboard first (first choices: OnBoard) (alternatives: BoardPro, Boardable, Diligent Boards)
- Gemini 3.5 Flash: onboard first (first choices: OnBoard) (alternatives: Aprio Board Portal, Board Intelligence, Nasdaq Boardvantage)
- Perplexity Sonar: onboard first (first choices: OnBoard) (alternatives: BoardEffect, Boardable, Govenda)
- Grok 4.1 Fast: onboard first (first choices: OnBoard) (alternatives: BoardEffect, Govenda)
- Mistral Small: onboard first (first choices: OnBoard) (alternatives: BoardEffect, BoardPro, Govenda)
- DeepSeek V4 Flash: onboard first (first choices: OnBoard) (alternatives: BoardPro, Diligent Boards, Govenda)
- Llama 4 Maverick: onboard first (first choices: OnBoard)
- Kimi K2: onboard first (first choices: Govenda, OnBoard) (alternatives: Aprio Board Portal)
- GLM 4.7 FlashX: onboard first (first choices: OnBoard) (alternatives: BoardPro)
- MiniMax M2.5: onboard first (first choices: Aprio Board Portal, OnBoard)
- GPT-6 Luna: onboard first (first choices: OnBoard) (alternatives: Aprio Board Portal)
- Muse Glimmer 30B: onboard first (first choices: OnBoard) (alternatives: Aprio Board Portal, BoardEffect, Govenda)
- Qwen 3.7 Flash: neither first, one named (first choices: Aprio Board Portal) (alternatives: AppDeck, OnBoard)

## What the models said about OnBoard

- "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)

## What the models said about BoardPro

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.