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Board and investor reporting · September 2026 Edition

BoardPro vs Datarails

Zero of twelve models named BoardPro first on the direct prompt; one named Datarails. BoardPro was named by eleven of the twelve models and Datarails by nine and BoardPro carries 22 labels and Datarails 12, so the shares are not directly comparable.

BoardPro

accepted challenger

Named in two categories this edition.

Datarails

accepted challenger

Named in ten categories this edition.

First-choice share7%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 14; printed, not drawn.
Labels2212A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BoardPro reading right to left. Rank and label count are printed, not drawn.OnBoard was named alongside these two in nine of the twelve direct answers. OnBoard vs BoardPro · OnBoard vs Datarails · Boardable vs BoardPro

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 and investor reporting page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
BoardProFirst choices, of twelve modelsDatarails
Direct01
Paraphrase00
Comparative10
Budget-constrained30
Scale-constrained00
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where BoardPro and Datarails stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
BoardPro Datarails first choice named as an alternative argued againstblank: not namedEach cell is one answer, BoardPro on the left and Datarails on the right.

The direct prompt

The plain question, one answer per model, grouped by where BoardPro and Datarails stood in it.

Datarails first, BoardPro not the choice

1 of 12 modelsBoardPro was named in the answer but not as the choice, or not at all.
Kimi K2Datarails alternatives: Cube, Planful

Neither was the first choice, one was named

6 of 12 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniOnBoard alternatives: Board Intelligence, BoardPro, Diligent Boards, Nasdaq Boardvantage
Gemini 3.5 FlashMosaic, OnBoard alternatives: Board Intelligence, Cube, Datarails, Govenda, Jirav
Grok 4.1 FastOnBoard alternatives: AppDeck Board Portal, BoardPro, iBabs
Mistral SmallNasdaq Boardvantage alternatives: BoardEffect, Datarails, Fairview
Llama 4 MaverickNasdaq Boardvantage alternatives: Datarails, Fairview
MiniMax M2.5OnBoard alternatives: BoardEffect, Datarails, Planful

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5OnBoard alternatives: Aprio Board Portal, Board Intelligence, HighRadius
Perplexity SonarOnBoard alternatives: Board Intelligence, BoardEffect, Nasdaq Boardvantage
DeepSeek V4 FlashOnBoard alternatives: AppDeck Board Portal, Fairview
Qwen 3.7 FlashDiligent alternatives: Enboarder, Fello, OnBoard
GLM 4.7 FlashXAprio Board Portal, OnBoard alternatives: AppDeck Board Portal, BoardEffect, Govenda, Nasdaq Boardvantage

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.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
BoardPro leads by twenty points.
BoardPro20%#3 of 10
Datarails0%#– of 10
The full small business standing →
Mid-marketThe figures above
BoardPro leads by five points.
BoardPro7%#3 of 14
Datarails2%#5 of 14
The full mid-market standing →
Enterprise
BoardPro leads by two points.
BoardPro2%#– of 9
Datarails0%#– of 9
The full enterprise standing →

What the models said about BoardPro

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“If you want the best value with more features: BoardPro offers the best balance of price and functionality” MiniMax M2.5 · budget prompt · first choice
“Best overall for SMBs; repeatable board packs with controlled approvals and audit trails” GLM 4.7 FlashX · comparative prompt · first choice
“For most companies on a tight budget, BoardPro is the sweet spot” DeepSeek V4 Flash · budget prompt · first choice

What the models said about Datarails

No label in this category carried a quote.

Also compared

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.