# Board and investor reporting: what AI models recommend, October 2026

Finance AI Recommendation Index, October 2026 Edition. Asked as "board reporting software" and as "investor reporting tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://finance-ai-index.com/planning/board-and-investor-reporting/

**Standing:** OnBoard leads with 26% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | OnBoard | 26% | 10% | 39 |
| 2 | Boardable | 13% | 5% | 40 |
| 3 | BoardPro | 9% | 5% | 21 |
| 4 | BoardSpace | 4% | 0% | 10 |
| 5 | Board Intelligence | 2% | 0% | 20 |
| 6 | Diligent Boards | 2% | 50% | 40 |
| 7 | Nasdaq Boardvantage | 0% | 35% | 23 |
| 8 | BoardEffect | 0% | 25% | 16 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: OnBoard; alternatives Aprio Board Portal, Govenda
- GPT-5.4 mini: Diligent Boards; alternatives BoardPaq, Boardable, Nasdaq Boardvantage
- Gemini 3.5 Flash: Datarails, Mosaic; alternatives Board Intelligence, BoardPro, Cube, OnBoard
- Perplexity Sonar: OnBoard; alternatives Board Intelligence, Nasdaq Boardvantage
- Grok 4.1 Fast: OnBoard; alternatives BoardEffect, Boardable, Govenda
- Mistral Small: Govenda, OnBoard; alternatives Boardable, ClearPoint Strategy
- DeepSeek V4 Flash: OnBoard; alternatives Aprio Board Portal, Boardable, Govenda
- Llama 4 Maverick: OnBoard; alternatives Kluster
- Qwen 3.7 Flash: OnBoard; alternatives AppDeck Board Portal, Kluster
- Kimi K2: OnBoard; alternatives Diligent Boards, Govenda, Nasdaq Boardvantage, Zeck
- GLM 4.7 FlashX: AppDeck Board Portal, OnBoard; alternatives Board Intelligence, BoardPro, Diligent Boards
- MiniMax M2.5: OnBoard, Prophix; alternatives AppDeck Board Portal, Boardable
- GPT-6 Luna: Cube; alternatives Jirav, OnBoard
- Muse Glimmer 30B: OnBoard; alternatives BoardEffect, Boardable, Cube, Datarails

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- fast.io: 38 answers, 54 citations
- g2.com: 36 answers, 65 citations
- boardintelligence.com: 35 answers, 66 citations
- zipdo.co: 34 answers, 46 citations
- guideflow.com: 32 answers, 34 citations
- appdeck.com: 28 answers, 46 citations
- capterra.com: 27 answers, 50 citations
- gitnux.org: 26 answers, 29 citations

Pages named in the most answers:

- https://fast.io/resources/board-reporting-software (33 answers)
- https://guideflow.com/blog/board-management-software (30 answers)
- https://appdeck.com/blog/board-reporting-software-comparison (21 answers)
- https://clearpointstrategy.com/blog/board-reporting-software (20 answers)
- https://board-room.org/blog/board-reporting-software (18 answers)
- https://boardintelligence.com/blog/what-are-the-top-board-management-software-platforms-for-2025 (18 answers)
- https://learn.g2.com/best-board-management-software (18 answers)
- https://g2.com/categories/board-management (16 answers)
- https://zipdo.co/best/board-reporting-software (16 answers)
- https://appdeck.com/blog/board-portal-software-comparison-2026 (15 answers)

## Warned against

- Diligent Boards: 20 of 40 labels negative. ""enterprise bloat that makes tools like Diligent or Nasdaq Boardvantage overkill for most startups." ... "Choose Diligent or OnBoard when the board report lives inside a governance workflow"" (Muse Glimmer 30B, negative prompt)
- Nasdaq Boardvantage: 8 of 23 labels negative. "legacy portals (including older, highly customized builds of massive systems like Nasdaq Boardvantage or older iterations of Diligent) that prioritize rigid administrative features over user experience" (Gemini 3.5 Flash, negative prompt)
- BoardEffect: 4 of 16 labels negative. "User reviews indicate serious deterioration post-acquisition: Support has become "extremely difficult"" (Kimi K2, negative prompt)
- Dropbox: 3 of 3 labels negative. "like Teams, SharePoint, or Dropbox: useful for sharing files, but not built for board governance, role-based access, or audit trails" (Perplexity Sonar, negative prompt)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: OnBoard at 27%.

- AppDeck Board Portal: 0% to 6%, +6. Inside the floor by 4 points · rank 21 → 5 of 95.
- Nasdaq Boardvantage: 5% to 0%, −5. Inside the floor by 5 points · rank 6 → 20 of 95.
- Board Intelligence: 0% to 2%, +2. Inside the floor by 8 points · rank 22 → 10 of 95.
- Govenda: 0% to 2%, +2. Inside the floor by 8 points · rank 25 → 11 of 95.
- OnBoard: 25% to 27%, +2. Inside the floor by 8 points · rank 1 of 95, unchanged.
- Datarails: 2% to 4%, +2. Inside the floor by 8 points · rank 7 of 95, unchanged.
- BoardPro: 7% to 8%, +2. Inside the floor by 8 points · rank 5 → 4 of 95.
- Boardable: 14% to 12%, −1. Inside the floor by 9 points · rank 2 of 95, unchanged.
- Diligent Boards: 2% to 2%, ±0. Inside the floor by 10 points · rank 20 → 18 of 95.
- Azeus Convene: 0% to 0%, ±0. Inside the floor by 10 points · rank 27 → 22 of 95.
- Cube: 0% to 0%, ±0. Inside the floor by 10 points · rank 23 → 24 of 95.
- BoardEffect: 0% to 0%, ±0. Inside the floor by 10 points · rank 29 → 27 of 95.

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.