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

Finance AI Recommendation Index, September 2026 Edition. Asked as "board reporting software" and as "investor reporting tool", six framings each, to twelve 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 25% of first choices; verdict contested. 44 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | OnBoard | 25% | 16% | 37 |
| 2 | Boardable | 14% | 4% | 25 |
| 3 | BoardPro | 7% | 0% | 22 |
| 4 | Nasdaq Boardvantage | 5% | 35% | 26 |
| 5 | Datarails | 2% | 0% | 12 |
| 6 | Diligent | 2% | 71% | 17 |
| 7 | AppDeck Board Portal | 0% | 0% | 17 |
| 8 | Board Intelligence | 0% | 8% | 13 |
| 9 | Cube | 0% | 0% | 11 |
| 10 | Planful | 0% | 0% | 12 |
| 11 | Govenda | 0% | 8% | 12 |
| 12 | Diligent Boards | 0% | 28% | 18 |

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

- Claude Haiku 4.5: OnBoard; alternatives Aprio Board Portal, Board Intelligence, HighRadius
- GPT-5.4 mini: OnBoard; alternatives Board Intelligence, BoardPro, Diligent Boards, Nasdaq Boardvantage
- Gemini 3.5 Flash: Mosaic, OnBoard; alternatives Board Intelligence, Cube, Datarails, Govenda
- Perplexity Sonar: OnBoard; alternatives Board Intelligence, BoardEffect, Nasdaq Boardvantage
- Grok 4.1 Fast: OnBoard; alternatives AppDeck Board Portal, BoardPro, iBabs
- Mistral Small: Nasdaq Boardvantage; alternatives BoardEffect, Datarails, Fairview
- DeepSeek V4 Flash: OnBoard; alternatives AppDeck Board Portal, Fairview
- Llama 4 Maverick: Nasdaq Boardvantage; alternatives Datarails, Fairview
- Qwen 3.7 Flash: Diligent; alternatives Enboarder, Fello, OnBoard
- Kimi K2: Datarails; alternatives Cube, Planful
- GLM 4.7 FlashX: Aprio Board Portal, OnBoard; alternatives AppDeck Board Portal, BoardEffect, Govenda, Nasdaq Boardvantage
- MiniMax M2.5: OnBoard; alternatives BoardEffect, Datarails, Planful

## Sources the answers cite

61 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- worldmetrics.org: 38 answers, 70 citations
- appdeck.com: 35 answers, 64 citations
- board-room.org: 32 answers, 40 citations
- clearpointstrategy.com: 27 answers, 33 citations
- getaleph.com: 24 answers, 24 citations
- g2.com: 20 answers, 32 citations
- fast.io: 19 answers, 19 citations
- getfairview.com: 17 answers, 18 citations

Pages named in the most answers:

- https://appdeck.com/blog/board-reporting-software-comparison (30 answers)
- https://clearpointstrategy.com/blog/board-reporting-software (27 answers)
- https://board-room.org/blog/board-reporting-software (26 answers)
- https://worldmetrics.org/best/board-reporting-software (26 answers)
- https://getaleph.com/answers/board-investor-reporting-software (24 answers)
- https://appdeck.com/blog/board-portal-software-comparison-2026 (19 answers)
- https://worldmetrics.org/best/board-report-software (15 answers)
- https://guideflow.com/blog/board-management-software (14 answers)
- https://gitnux.org/best/board-reporting-software (13 answers)
- https://board-room.org/ (12 answers)

## Warned against

- Diligent: 12 of 17 labels negative. "Diligent ($15K\u201330K+/yr) and Board Intelligence are enterprise standard but far out of budget. Skip these" (DeepSeek V4 Flash, budget prompt)
- Nasdaq Boardvantage: 9 of 26 labels negative. "I would avoid Diligent, BoardEffect, and Boardvantage if budget is the main constraint" (Perplexity Sonar, budget prompt)
- BoardEffect: 6 of 20 labels negative. "I would avoid Diligent, BoardEffect, and Boardvantage if budget is the main constraint" (Perplexity Sonar, budget prompt)
- OnBoard: 6 of 37 labels negative. "OnBoard: Frequent gripes about agenda glitches, permission settings, navigation difficulties, and upload issues" (Grok 4.1 Fast, negative prompt)

## 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, September 2026 Edition, finance-ai-index.com.