Board and investor reporting for enterprise buyers
Asked as “board reporting software”, and as “investor reporting tool”, on behalf of an enterprise B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
30%
Contested · Nasdaq Boardvantage 12%
30Diligent Boards12Nasdaq Boardvantage09Q449others
30% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Diligent Boards (33%) replaces Nasdaq Boardvantage (20% then, 11% now), 22 points clear, past the 10-point floor.Diligent Boards leads at 33%, replacing Nasdaq Boardvantage, which led at 20% and stands at 11% now: 22 points clear, past the floor.
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.
Small business
BoardPro29%Contested↗new leaderNew leader since September 2026: BoardPro (29%) replaces Visible (23% then, 24% now), 5 points clear, inside the 10-point floor.Standing →Mid-market
OnBoard26%Contested▲+2Since September 2026: 25% → 27%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
Diligent Boards30%Contested↗new leaderNew leader since September 2026: Diligent Boards (33%) replaces Nasdaq Boardvantage (20% then, 11% now), 22 points clear, past the 10-point floor.This page
BoardPro29%Contested↗new leaderNew leader since September 2026: BoardPro (29%) replaces Visible (23% then, 24% now), 5 points clear, inside the 10-point floor.Standing →Mid-marketOnBoard26%Contested▲+2Since September 2026: 25% → 27%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseDiligent Boards30%Contested↗new leaderNew leader since September 2026: Diligent Boards (33%) replaces Nasdaq Boardvantage (20% then, 11% now), 22 points clear, past the 10-point floor.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Diligent Boards30%25%55criticized challenger▲+15Since September 2026: 18% → 33%, +15 points. Past the 10-point floor: movement. Read over the models both editions asked.18% → 33%
Diligent Boards30%25%55criticized challenger▲+15Since September 2026: 18% → 33%, +15 points. Past the 10-point floor: movement. Read over the models both editions asked.18% → 33%02
Nasdaq Boardvantage12%11%46accepted challenger▼−9Since September 2026: 20% → 11%, −9 points. Inside the 10-point floor: within noise. Read over the models both editions asked.20% → 11%
Nasdaq Boardvantage12%11%46accepted challenger▼−9Since September 2026: 20% → 11%, −9 points. Inside the 10-point floor: within noise. Read over the models both editions asked.20% → 11%03OnBoard5%18%34accepted challenger▼−4Since September 2026: 7% → 2%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked.7% → 2%
OnBoard5%18%34accepted challenger▼−4Since September 2026: 7% → 2%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked.7% → 2%04BoardPro5%10%10accepted challenger▲+4Since September 2026: 2% → 7%, +4 points. Inside the 10-point floor: within noise. Read over the models both editions asked.2% → 7%
BoardPro5%10%10accepted challenger▲+4Since September 2026: 2% → 7%, +4 points. Inside the 10-point floor: within noise. Read over the models both editions asked.2% → 7%05
Board Intelligence4%4%28accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%
Board Intelligence4%4%28accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%Show the two products at 0%, ordered by negative rate
07
Boardable0%40%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
Boardable0%40%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%06
BoardEffect0%23%13accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
BoardEffect0%23%13accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
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.
For buyers
All fifteen head-to-head pages: the top six products, each against each
OnBoard vs Board IntelligenceOnBoard vs Diligent BoardsBoardable vs BoardProBoardable vs BoardSpaceBoardable vs Board IntelligenceBoardable vs Diligent BoardsBoardPro vs BoardSpaceBoardPro vs Board IntelligenceBoardPro vs Diligent BoardsBoardSpace vs Board IntelligenceBoardSpace vs Diligent BoardsBoard Intelligence 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 →
01020304050607Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Diligent Boards30%
Diligent Boards30%02Nasdaq Boardvantage12%
Nasdaq Boardvantage12%03OnBoard5%
OnBoard5%04BoardPro5%
BoardPro5%05Board Intelligence4%
Board Intelligence4%06BoardEffect0%
BoardEffect0%07Boardable0%
Boardable0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. 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, GPT-6 Luna and Muse Glimmer 30B 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 Boards25%
14 of 55 labels negative · 9 of 14 models · 3 hard negative
“Avoid per-user / per-director CPM / board portals such as Diligent Boards and Board International where cost scales” Muse Glimmer 30B, budget prompt
SharePoint
100%
7 of 7 labels negative · 7 of 14 models · 5 hard negative
“**Email, Dropbox, Google Drive, SharePoint** for board materials — These lack the encryption, granular permissions, audit trails, and compliance controls” Kimi K2, negative prompt
Dropbox100%
5 of 5 labels negative · 5 of 14 models · 5 hard negative
“**Email, Dropbox, Google Drive, SharePoint** for board materials — These lack the encryption, granular permissions, audit trails, and compliance controls that boards require.” Kimi K2, negative prompt
Google Drive100%
4 of 4 labels negative · 4 of 14 models · 4 hard negative
“**Email, Dropbox, Google Drive, SharePoint** for board materials — These lack the encryption, granular permissions, audit trails, and compliance controls” Kimi K2, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
76 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1130 links across 201 sites, every framing counted. Ranked by the number of answers carrying the site or page. 9 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Board Intelligence43 answers · 107 citations · 13 models
vendor site · Fast.io42 answers · 75 citations · 12 models
34 answers · 43 citations · 11 models
vendor site · Worldmetrics30 answers · 51 citations · 11 models
vendor site · Guideflow29 answers · 30 citations · 11 models
28 answers · 33 citations · 10 models
vendor site · G227 answers · 45 citations · 11 models
26 answers · 35 citations · 11 models
25 answers · 40 citations · 11 models
vendor site · AppDeck25 answers · 39 citations · 10 models
vendor site · Diligent23 answers · 33 citations · 12 models
vendor site · G223 answers · 23 citations · 11 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 · 12 models
28 answers · 11 models
25 answers · 10 models
23 answers · 11 models
22 answers · 9 models
20 answers · 10 models
19 answers · 9 models
17 answers · 10 models
17 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 |
|---|---|---|---|---|---|---|---|---|
| Diligent diligent.com Diligent Boards 30%, Diligent One Platform 2% | 32% | 288 | 165,000 | 6,449 | 317,551 company | $287 | 120 | 9 |
| Nasdaq IR Insight nasdaq.com Nasdaq Boardvantage 12%, Nasdaq IR Insight 4% | 16% | 198 | 1,300 | 16 | 21,233,250 | $57 | 53 | |
| Q4 q4inc.com | 9% | 8 | 14,800 | 8,117 | 6,064 | $10 | 12 | |
| OnBoard onboardmeetings.com | 5% | 256 | 22,200 | 9,635 | 46,823 | $87,989 | 34 | 3 |
| BoardPro boardpro.com | 5% | 179 | 390 | 20 | 3,012 | 2 | ||
| Workiva workiva.com | 5% | 596 | 22,200 | 524 | 58,186 | $23 | 64 | 8 |
| Boardly board.com Board Intelligence 4%, Boardly 2%, BoardPAC 0% | 5% | 81 | 320 | 4 | 44,405 | 106 | 2 | |
| Govenda govenda.com | 4% | 59 | 1,600 | 4 | 2,579 | |||
| Aprio aprioboardportal.com Aprio Board Portal 4% | 4% | 44 | 50 | 0 | 19,979 company | 3 | ||
| Capital Engine | 2% |
Google's top ten for the three searches hold 15 sites; 4 of them are among the sites the models cited here (boardintelligence.com, diligent.com, learn.g2.com, onboardmeetings.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 an enterprise B2B company?”Paraphrase“Which investor reporting tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade board reporting tools and how do they differ?”Budget-constrained“What is the best board reporting software for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a board reporting software. What should we look at?”Negative“Which board reporting tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Diligent Boardsno first choiceChangedNasdaq BoardvantageOnBoardagainst: Diligent Boardsno first choicenothing named
Three alternatives
Azeus Convene, Nasdaq Boardvantage, OnBoardFour alternatives
Azeus Convene, Datarails, Diligent Boards, VenaOne alternative
BoardProGPT-5.4 miniDiligent BoardsQ4ChangedDiligent Boards, Nasdaq BoardvantageGovendano first choicenothing named
Two alternatives
BoardPAC, Nasdaq BoardvantageOne alternative
Nasdaq IR InsightFour alternatives
Azeus Convene, Board Intelligence, BoardEffect, OnBoardTwo alternatives
Diligent Boards, OnBoardGemini 3.5 FlashPigment, PlanfulWorkivaChangedDiligent Boards, Nasdaq BoardvantageGovenda, Workivaagainst: Diligent Boards, Nasdaq Boardvantage, OnBoardNasdaq Boardvantageagainst: Diligent Boardsagainst: Box, Dropbox, Google Drive, Looker, Microsoft Power BI, Microsoft SharePoint, PowerPoint, Tableau
Seven alternatives
Anaplan, Board Intelligence, Diligent Boards, Mosaic, Nasdaq Boardvantage, OnBoard, Workday Adaptive PlanningSix alternatives
Anaplan, Dynamo, Juniper Square, Nasdaq IR Insight, OneStream, Q4 PlatformSix alternatives
Anaplan, Board, Board Intelligence, OnBoard, Vena, ZeckOne alternative
BoardCloudTwo alternatives
Board Intelligence, OnBoardPerplexity SonarNasdaq BoardvantageWorkivaChangedNasdaq BoardvantageBoard Intelligenceno first choiceagainst: AppDeck Board Portal, BoardEffect, BoardPro, Boardable, Dropbox, Microsoft, SharePoint
Two alternatives
Board Intelligence, Diligent BoardsTwo alternatives
AxiomSL, CartaFive alternatives
Board Intelligence, BoardPro, Boardable, Diligent Boards, GovendaTwo alternatives
Diligent Boards, Nasdaq BoardvantageGrok 4.1 FastDiligent BoardsQ4Changedno first choiceDiligent Boardsagainst: AppDeck Board Portal, Aprio Board Portal, BoardEffect, Boardable, Ellty, OnBoardno first choiceagainst: AuditBoard, Boardable, ClearPoint Strategy, Diligent Boards, Dropbox, Google Workspace, Microsoft, Nasdaq Boardvantage, OnBoard, SharePoint, Surfboard
Three alternatives
Board Intelligence, Nasdaq Boardvantage, OnBoardThree alternatives
Irwin, Nasdaq IR Insight, NotifiedOne alternative
Nasdaq BoardvantageMistral SmallDiligent BoardsQplixChangedDiligent BoardsDiligent Boards, Nasdaq Boardvantageno first choiceagainst: Diligent Boards, Nasdaq Boardvantage
Two alternatives
Board Intelligence, Nasdaq BoardvantageTwo alternatives
Capital Engine, FanruanTwo alternatives
Board Intelligence, Nasdaq BoardvantageDeepSeek V4 FlashDiligent BoardsQ4ChangedDiligent Boards, Nasdaq BoardvantageBoardProagainst: Boardable, Diligent Boards, Govenda, Nasdaq Boardvantage, OnBoardDiligent Boardsagainst: AppDeck Board Portal, Azeus Convene, Boardable, Diligent Boards, Diligent One Platform, Google Drive, Microsoft Power BI, Nasdaq Boardvantage, OnBoard, SharePoint, Slack, Tableau
Two alternatives
Board Intelligence, Nasdaq BoardvantageTwo alternatives
Notified, WorkivaTwo alternatives
Board Intelligence, OnBoardThree alternatives
Board Intelligence, Nasdaq Boardvantage, OnBoardLlama 4 Maverickno first choiceCapital EngineChangedBoardDiligent Boardsno first choicenothing named
One alternative
Diligent BoardsQwen 3.7 FlashDiligent Boards, Nasdaq BoardvantageQ4ChangedDiligent BoardsMicrosoft Power BIagainst: Salesforce CRM Analytics, Tableauno first choiceagainst: Dash, Google Sheets, Looker Studio, Metabase, Microsoft Excel, Pentaho, Python Streamlit, R Shiny
Five alternatives
Boardable, ClearPoint Strategy, OnBoard, Vena, board.comThree alternatives
Diligent Boards, Equiom, IntralinksFour alternatives
Alvaria, Appointmap, Boardex, OnBoardFive alternatives
Apache Superset, Databricks, Metabase, Oracle Analytics, SnowflakeKimi K2Diligent Boards, Nasdaq BoardvantageQ4ChangedDiligent BoardsAppDeck Board Portal, Boardlyagainst: Diligent BoardsDiligent Boardsagainst: BoardEffectagainst: Board Intelligence, Diligent Boards, Dropbox, Google Drive, SharePoint
Two alternatives
Board Intelligence, OnBoardFour alternatives
Broadridge, Dynamo, FactSet, Nasdaq BoardvantageFour alternatives
Board Intelligence, BoardEffect, Nasdaq Boardvantage, OnBoardOne alternative
Nasdaq BoardvantageTwo alternatives
Nasdaq Boardvantage, OnBoardGLM 4.7 FlashXDiligent BoardsNasdaq IR InsightChangedDiligent Boards, Nasdaq BoardvantageAprio Board Portal, BoardProagainst: Diligent Boardsno first choiceagainst: Airtable, Google Sheets, Looker, Microsoft Excel, Microsoft Power BI, Qlik Sense, SharePoint, Tableau
Three alternatives
Board Intelligence, Nasdaq Boardvantage, OnBoardFour alternatives
FactSet, Q4, SS&C Intralinks FundCentre, WorkivaSeven alternatives
Board Intelligence, BoardEffect, BoardPAC, Boardable, OnBoard, Zeck, iBabsMiniMax M2.5Diligent BoardsCartaChangedagainst: VisibleDiligent BoardsBoardProagainst: Diligent BoardsAprio Board Portal, Diligent Boardsagainst: Boardableagainst: Diligent Boards
Two alternatives
Board Intelligence, Nasdaq BoardvantageSix alternatives
Admincontrol, BoardPAC, BoardPro, Boardable, Govenda, SherpanyOne alternative
AppDeck Board PortalOne alternative
OnBoardGPT-6 LunaBoard IntelligenceNasdaq IR InsightChangedDiligent BoardsMicrosoft Power BI on Fabric capacityDiligent Boards, Nasdaq Boardvantage, OnBoardagainst: Azeus Convene, Datarails, OnBoard, SharePoint
Two alternatives
Diligent Boards, Nasdaq BoardvantageOne alternative
Q4Four alternatives
Board Intelligence, BoardEffect, Nasdaq Boardvantage, OnBoardOne alternative
BoardProOne alternative
WorkivaMuse Glimmer 30BDiligent Boards, Diligent One PlatformQ4 Investor Relations Success PlatformChangedDiligent Boards – Diligent OneNasdaq Boardvantageagainst: Board, Diligent BoardsOnBoardagainst: Diligent Boardsagainst: Dropbox, Google Drive, OneDrive, SharePoint
Three alternatives
Board Intelligence, ClearPoint Strategy, Nasdaq BoardvantageOne alternative
Nasdaq IR InsightThree alternatives
Board Intelligence, Nasdaq Boardvantage, OnBoardTwo alternatives
BoardPro, BoardlyOne alternative
Nasdaq BoardvantageBold 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. Full answer text is in the free responses file. Download the record
Eighty-four 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 | 2026-10-01 10:36 | yes | 14 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:18 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:59 | yes | 13 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 08:08 | yes | 18 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:59 | yes | 22 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:49 | yes | 8 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:51 | yes | 19 | 36 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:29 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:16 | yes | 14 | 43 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:18 | yes | 10 | 24 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:23 | yes | 22 | 20 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:42 | yes | 12 | 27 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:26 | yes | 4 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:46 | yes | 14 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:01 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:14 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:01 | yes | 13 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:40 | yes | 18 | 5 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:53 | yes | 23 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:02 | yes | 7 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:44 | yes | 24 | 21 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:09 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:29 | no | 0 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:12 | yes | 23 | 44 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:02 | yes | 23 | 48 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:38 | yes | 7 | 24 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:53 | yes | 2 | 9 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:55 | yes | 21 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:58 | yes | 16 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:15 | yes | 3 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:21 | yes | 20 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:21 | yes | 18 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:26 | yes | 23 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:51 | yes | 17 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:21 | yes | 22 | 35 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:15 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:19 | no | 0 | 41 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:52 | yes | 25 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:45 | yes | 21 | 117 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:52 | yes | 15 | 32 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:37 | yes | 8 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:42 | yes | 24 | 46 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:09 | yes | 17 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:47 | yes | 4 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:50 | yes | 22 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 10:43 | yes | 19 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:17 | yes | 20 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:23 | yes | 13 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:10 | yes | 22 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:47 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:03 | no | 0 | 49 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:42 | yes | 23 | 47 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:25 | yes | 24 | 197 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:37 | yes | 16 | 45 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:14 | yes | 2 | 19 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:46 | yes | 20 | 39 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:46 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:24 | yes | 2 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:37 | yes | 9 | 29 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:07 | yes | 19 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:11 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:46 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:00 | yes | 23 | 53 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:23 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:19 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:42 | yes | 24 | 35 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:04 | yes | 15 | 51 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:24 | yes | 5 | 69 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:23 | yes | 3 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:51 | yes | 15 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:44 | yes | 38 | 17 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:10 | yes | 5 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:31 | yes | 12 | 30 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:20 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:23 | yes | 23 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:25 | yes | 12 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:57 | yes | 25 | 54 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:07 | yes | 5 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:07 | no | 0 | 43 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:39 | yes | 25 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:12 | yes | 10 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:08 | yes | 25 | 47 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:06 | yes | 3 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:46 | yes | 21 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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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 (Diligent Boards) read as Diligent Boards
Diligent (Diligent One) read as Diligent Boards
Diligent (formerly Boardvantage) read as Diligent Boards
Diligent (formerly HighBond/Diligent Boards) read as Diligent Boards
Excel read as Microsoft Excel
Qlik read as Qlik Sense
Vena Solutions read as Vena
Unresolved, counted raw
Admincontrol
Appointmap
AxiomSL
Dash
Diligent Boards – Diligent One
Equiom
Fanruan
IR.com
Lightdash
Microsoft Power BI Service
Microsoft Power BI on Fabric capacity
Microsoft SharePoint
Passage
Python Streamlit
Q4 Investor Relations Success Platform
Q4 Platform
R Shiny
SS&C Intralinks FundCentre
Surfboard
board.com (The Board International)
Discontinued, still offered
No shut-down product was recommended here.