Board and investor reporting
Asked as “board reporting software”, and as “investor reporting tool”, on behalf of a mid-market B2B company. 44 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
25%
Contested · Boardable 14%
25OnBoard14Boardable09Carta52others
25% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All fifteen head-to-head pages: the top six products, each against each
OnBoard vs DatarailsOnBoard vs Diligent BoardsBoardable vs BoardProBoardable vs Nasdaq BoardvantageBoardable vs DatarailsBoardable vs Diligent BoardsBoardPro vs Nasdaq BoardvantageBoardPro vs DatarailsBoardPro vs Diligent BoardsNasdaq Boardvantage vs DatarailsNasdaq Boardvantage vs Diligent BoardsDatarails vs Diligent Boards
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12
13Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01OnBoard25%
OnBoard25%02Boardable14%
Boardable14%03BoardPro7%
BoardPro7%04Nasdaq Boardvantage5%
Nasdaq Boardvantage5%05Datarails2%
Datarails2%06Diligent Boards2%
Diligent Boards2%07AppDeck Board Portal0%
AppDeck Board Portal0%08Board Intelligence0%
Board Intelligence0%09Cube0%
Cube0%10Planful0%
Planful0%11Govenda0%
Govenda0%12Azeus Convene0%
Azeus Convene0%13BoardEffect0%
BoardEffect0%What they warned about
Zero of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Diligent Boards49%
17 of 35 labels negative · 9 of 12 models · 3 hard negative
“Diligent ($15K\u201330K+/yr) and Board Intelligence are enterprise standard but far out of budget. Skip these” DeepSeek V4 Flash, budget prompt
Nasdaq Boardvantage37%
10 of 27 labels negative · 7 of 12 models · 2 hard negative
“I would avoid Diligent, BoardEffect, and Boardvantage if budget is the main constraint” Perplexity Sonar, budget prompt
BoardEffect30%
6 of 20 labels negative · 5 of 12 models · 1 hard negative
“I would avoid Diligent, BoardEffect, and Boardvantage if budget is the main constraint” Perplexity Sonar, budget prompt
OnBoard16%
6 of 37 labels negative · 5 of 12 models
“OnBoard: Frequent gripes about agenda glitches, permission settings, navigation difficulties, and upload issues” Grok 4.20, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
61 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 845 links across 183 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Worldmetrics38 answers · 70 citations · 10 models
36 answers · 45 citations · 11 models
vendor site · AppDeck35 answers · 64 citations · 9 models
vendor site · ClearPoint Strategy32 answers · 39 citations · 11 models
26 answers · 26 citations · 9 models
vendor site · G222 answers · 34 citations · 10 models
vendor site · Fast.io20 answers · 20 citations · 10 models
vendor site · Guideflow19 answers · 19 citations · 10 models
vendor site · Capterra18 answers · 35 citations · 9 models
vendor site · Board Intelligence17 answers · 28 citations · 9 models
17 answers · 18 citations · 8 models
17 answers · 18 citations · 10 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
32 answers · 11 models
30 answers · 9 models
29 answers · 11 models
26 answers · 10 models
24 answers · 8 models
19 answers · 8 models
18 answers · 10 models
15 answers · 7 models
15 answers · 8 models
13 answers · 10 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best board reporting software”, “board reporting software”, “board reporting tools”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| OnBoard onboardmeetings.com | 25% | 262 | 22,200 | 9,635 | 46,823 | $87,989 | 34 | 3 |
| Boardable boardable.com | 14% | 179 | 3,600 | 23 | 56,590 | 21 | 5 | |
| Carta carta.com | 9% | 25 | 110,000 | 24,603 | 506,905 | $2,839 | 29 | |
| Visible visible.vc | 9% | 20 | 301,000 | 68,799 | 13,054 | 44 | ||
| BoardPro boardpro.com | 7% | 202 | 390 | 20 | 3,012 | 2 | ||
| Nasdaq Boardvantage nasdaq.com | 5% | 180 | 1,300 | 16 | 21,233,250 | $57 | 53 | |
| Boardly board.com BoardPaq 2%, Boardly 2%, Board Intelligence 0% | 5% | 45 | 320 | 4 | 44,405 | 106 | 2 | |
| Diligent diligent.com Diligent One Platform 2%, Diligent Boards 2% | 5% | 272 | 165,000 | 6,449 | 317,551 company | $287 | 120 | 9 |
| Datarails datarails.com | 2% | 374 | 6,600 | 134 | 18,964 | $16,697 | 107 | |
| Aprio aprioboardportal.com Aprio Board Portal 2% | 2% | 53 | 50 | 0 | 19,979 company | 3 |
Google's top ten for the three searches hold 15 sites; 3 of them are among the sites the models cited here (board-room.org, boardintelligence.com, clearpointstrategy.com). The first result for “best board reporting software” is board-room.org.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best board reporting software for a mid-market B2B company?”Paraphrase“Which investor reporting tool would you recommend to a mid-sized B2B company?”Comparative“What are the top board reporting tools and how do they differ?”Budget-constrained“What is the best board reporting software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a board reporting software. What should we look at?”Negative“Which board reporting tools should I avoid or be cautious about?”
Claude Haiku 4.5OnBoardno first choiceChangedno first choiceBoardlyno first choicenothing named
Three alternatives
Aprio Board Portal, Board Intelligence, HighRadiusTwo alternatives
Aprio Board Portal, BoardableGPT-5.4 miniOnBoardVisibleChangedagainst: CartaDiligent Boards, Nasdaq BoardvantageBoardPro, Decisionsagainst: Diligent Boards, OnBoardno first choicenothing named
Four alternatives
Board Intelligence, BoardPro, Diligent Boards, Nasdaq BoardvantageOne alternative
PulleyFive alternatives
Aprio Board Portal, Board Intelligence, BoardEffect, Boardable, OnBoardOne alternative
Azeus ConveneGemini 3.5 FlashMosaic, OnBoardVisibleChangedOnBoard, WorkivaI'mBoardagainst: Diligent Boards, Nasdaq BoardvantageOnBoardagainst: Diligent Boardsagainst: ChatGPT, Dropbox, Google Drive, Google Slides, Keynote, Microsoft Excel, PowerPoint, Slack
Five alternatives
Board Intelligence, Cube, Datarails, Govenda, JiravFive alternatives
Aleph, Carta Investor Relations Hub, Maxio, Mosaic, ScaleXPSix alternatives
Board Intelligence, Boardable, ClearPoint Strategy, Datarails, Diligent Boards, FathomFour alternatives
BoardCloud, BoardPro, BoardSpace, BoardSpotFive alternatives
BoardPro, ClearPoint Strategy, Cube, Datarails, ZeckPerplexity SonarOnBoardWorkivaChangedagainst: Visibleno first choiceBoardableagainst: BoardEffect, Diligent Boards, Nasdaq Boardvantageno first choicenothing named
Three alternatives
Board Intelligence, BoardEffect, Nasdaq BoardvantageOne alternative
IrwinTwo alternatives
AppDeck Board Portal, BoardProGrok 4.20OnBoardagainst: Diligent Boards, Nasdaq BoardvantageVisibleChangedDiligent BoardsBoardableagainst: Google Workspace, Microsoft 365no first choiceagainst: Nasdaq Boardvantageagainst: BoardEffect, Diligent Boards, OnBoard
Three alternatives
AppDeck Board Portal, BoardPro, iBabsThree alternatives
Carta, DocSend, Paperstreet.vcFive alternatives
BoardPro, Boardable, Govenda, Nasdaq Boardvantage, OnBoardTwo alternatives
AppDeck Board Portal, BoardProMistral SmallNasdaq BoardvantageFundwaveChangedno first choiceBoardableno first choicenothing named
Three alternatives
BoardEffect, Datarails, FairviewTwo alternatives
Microsoft Dynamics 365, NetSuiteTwo alternatives
BoardPro, OnBoardDeepSeek V4 FlashOnBoardagainst: Diligent Boards, Nasdaq BoardvantageCartaChangedagainst: MosaicAleph, CubeBoardProagainst: Board Intelligence, Diligent Boards, OnBoardno first choiceagainst: Azeus Convene, Diligent Boards, Nasdaq Boardvantage, OnBoard
Two alternatives
AppDeck Board Portal, FairviewTwo alternatives
Pulley, VisibleFive alternatives
AppDeck Board Portal, Diligent Boards, OnBoard, Oracle Fusion Cloud EPM, PlanfulFive alternatives
AppDeck Board Portal, BoardSpace, Boardable, Cube, LiveFlowLlama 4 MaverickNasdaq Boardvantageno first choiceChangedagainst: Pipedriveno first choiceBoardableno first choicenothing named
Two alternatives
Datarails, FairviewTwo alternatives
AppDeck Board Portal, OnBoardQwen 3.7 FlashDiligent BoardsCarta, Diligent One PlatformChangedAppDeck Board Portalagainst: Nasdaq BoardvantageOnBoardagainst: Diligent Boardsno first choiceagainst: BoardEffect, Diligent Boardsagainst: BoardEffect, Diligent Boards, OnBoard
Three alternatives
Enboarder, Fello, OnBoardTwo alternatives
Pitch.com, QlipoThree alternatives
BoardPro, Boardable, Diligent BoardsFour alternatives
AppDeck Board Portal, BoardPro, Boardable, Microsoft SharePoint / OneDriveKimi K2Datarailsagainst: Nasdaq BoardvantageVisibleChangedDiligent Boards, Nasdaq Boardvantageagainst: GovendaBoardPaq, BoardableOnBoard, Zeckagainst: Diligent Boards, Nasdaq Boardvantageagainst: BoardEffect, Diligent Boards, Dropbox, Google Drive
Two alternatives
Cube, PlanfulThree alternatives
Carta, Fathom, PulleyFive alternatives
Aprio Board Portal, Board Intelligence, Boardable, ClearPoint Strategy, OnBoardTwo alternatives
BoardPro, OnBoardTwo alternatives
BoardEffect, BoardableGLM 4.7 FlashXAprio Board Portal, OnBoardagainst: BoardableCartaChangedBoardPro, GovendaBoardable, Google Workspaceagainst: Diligent Boardsno first choiceagainst: Aprio Board Portal, Board, BoardEffect, Diligent Boards, OnBoard
Four alternatives
AppDeck Board Portal, BoardEffect, Govenda, Nasdaq BoardvantageThree alternatives
Disco, Paperstreet.vc, Q4Seven alternatives
Aprio Board Portal, Azeus Convene, Datarails, Diligent Boards, Nasdaq Boardvantage, Planful, iBabsFour alternatives
AppDeck Board Portal, Aprio Board Portal, BoardPaq, BoardProMiniMax M2.5OnBoardagainst: Diligent Boards, Nasdaq BoardvantageAleph, CartaChangedDiligent Boards, Nasdaq BoardvantageBoardProno first choiceagainst: Dropbox, Google Drive
Three alternatives
BoardEffect, Datarails, PlanfulTwo alternatives
Maxio, VisibleSix alternatives
AppDeck Board Portal, Board Intelligence, Boardable, Datarails, OnBoard, PlanfulThree alternatives
AppDeck Board Portal, BoardSpace, BoardableBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:55 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:52 | yes | 4 | 9 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:17 | yes | 18 | 59 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 18:02 | yes | 20 | 8 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:35 | yes | 28 | 18 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:24 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:02 | yes | 16 | 15 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:30 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:04 | no | 0 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:44 | yes | 11 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:20 | yes | 30 | 35 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:58 | yes | 9 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:56 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:03 | no | 0 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 20:13 | yes | 15 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 17:59 | yes | 18 | 6 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:01 | yes | 26 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:11 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:05 | yes | 18 | 17 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:42 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:49 | no | 0 | 38 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:28 | yes | 20 | 32 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:37 | yes | 24 | 51 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:04 | yes | 9 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:58 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:54 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:17 | yes | 18 | 49 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:27 | yes | 20 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:55 | yes | 26 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:02 | yes | 7 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:45 | yes | 25 | 26 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:50 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:39 | yes | 10 | 31 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:43 | yes | 19 | 36 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:58 | yes | 8 | 29 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:58 | yes | 10 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:14 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:12 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:15 | yes | 20 | 141 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 19:27 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:30 | yes | 31 | 17 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:48 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:27 | yes | 10 | 12 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:53 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:40 | yes | 10 | 35 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:49 | yes | 14 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:55 | yes | 12 | 26 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:24 | yes | 8 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:09 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:48 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:58 | yes | 12 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:23 | yes | 20 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:37 | yes | 14 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:02 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 20:10 | yes | 19 | 46 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:07 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:28 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:52 | yes | 15 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:11 | no | 0 | 14 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:37 | no | 0 | 60 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:36 | yes | 9 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:59 | no | 0 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:53 | yes | 22 | 50 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 20:05 | yes | 20 | 7 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:57 | yes | 31 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:31 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:55 | yes | 10 | 10 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:29 | yes | 7 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:18 | yes | 9 | 39 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:08 | yes | 14 | 24 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:16 | yes | 21 | 105 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:37 | yes | 9 | 20 s |
Noise floor in this category
Flips between the edition run and its calibration repeat. Six prompts per model is a small sample; the index-wide floor is the number to trust.
ShowHide
Claude Haiku 4.5
2 of 3 flipped
GPT-5.4 mini
1 of 4 flipped
Gemini 3.5 Flash
5 of 6 flipped
Perplexity Sonar
1 of 3 flipped
Grok 4.20
1 of 4 flipped
Mistral Small
1 of 3 flipped
DeepSeek V4 Flash
4 of 4 flipped
Llama 4 Maverick
1 of 3 flipped
Qwen 3.7 Flash
4 of 4 flipped
Kimi K2
3 of 5 flipped
GLM 4.7 FlashX
3 of 4 flipped
MiniMax M2.5
4 of 4 flipped
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
AppDeck read as AppDeck Board Portal
Aprio read as Aprio Board Portal
ClearPoint read as ClearPoint Strategy
Diligent read as Diligent Boards
Diligent (Boardbooks) read as Diligent Boards
Diligent (Diligent One Platform) read as Diligent Boards
Diligent (formerly Boardable) read as Diligent Boards
Excel read as Microsoft Excel
Vena Solutions read as Vena
Unresolved, counted raw
BoardPad (APM‑集团)
BoardSource
Carta Investor Relations Hub
Disco
Enboard
Fello
Keynote
Microsoft Board (Teams + Power Apps)
Microsoft SharePoint / OneDrive
Pitch.com
Qlipo
Rundit
Societ \u2013 My Board View
eShare
Discontinued, still offered
No shut-down product was recommended here.