Board and investor reporting for small business buyers
Asked as “board reporting software”, and as “investor reporting tool”, on behalf of a small B2B company. 44 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
23%
Contested · BoardPro 20%
23Visible20BoardPro20Boardable36others
23% 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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the two 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
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
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Visible23%
Visible23%02Boardable20%
Boardable20%03BoardPro20%
BoardPro20%04I'mBoard11%
I'mBoard11%05AppDeck Board Portal5%
AppDeck Board Portal5%06OnBoard2%
OnBoard2%07Nasdaq Boardvantage2%
Nasdaq Boardvantage2%08BoardEffect0%
BoardEffect0%09Diligent Boards0%
Diligent Boards0%What they warned about
One 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, 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 Boards83%
24 of 29 labels negative · 9 of 12 models · 10 hard negative
“Avoid Diligent unless you are preparing for a rapid exit or IPO, as its licensing costs and complexity often overwhelm small teams.” Qwen 3.7 Flash, comparative prompt
Nasdaq Boardvantage70%
16 of 23 labels negative · 9 of 12 models · 8 hard negative
“Enterprise-Grade GRC Platforms (e.g., Diligent, Nasdaq Boardvantage, BoardEffect) ... generally a poor fit for small businesses” Gemini 3.5 Flash, negative prompt
OnBoard23%
6 of 26 labels negative · 4 of 12 models · 2 hard negative
“OnBoard is frequently cited for a steep learning curve ... with users reporting boards abandoning it” DeepSeek V4 Flash, negative prompt
Google Drive75%
3 of 4 labels negative · 3 of 12 models · 2 hard negative
“Using personal Google Drive... for board documents ... No Audit Trails ... Security Risks” Qwen 3.7 Flash, 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
65 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. 854 links across 194 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · AppDeck37 answers · 65 citations · 9 models
vendor site · ClearPoint Strategy35 answers · 35 citations · 11 models
34 answers · 43 citations · 11 models
vendor site · G233 answers · 54 citations · 12 models
vendor site · Worldmetrics32 answers · 41 citations · 9 models
27 answers · 29 citations · 10 models
vendor site · I'mBoard24 answers · 43 citations · 10 models
vendor site · Guideflow24 answers · 25 citations · 11 models
vendor site · Capterra22 answers · 35 citations · 7 models
20 answers · 20 citations · 9 models
vendor site · BoardPro17 answers · 19 citations · 7 models
vendor site · Fast.io17 answers · 18 citations · 7 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.
35 answers · 9 models
35 answers · 11 models
27 answers · 11 models
24 answers · 11 models
21 answers · 9 models
20 answers · 9 models
17 answers · 10 models
15 answers · 9 models
14 answers · 8 models
13 answers · 7 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 |
|---|---|---|---|---|---|---|---|---|
| Visible visible.vc | 23% | 20 | 301,000 | 68,799 | 13,054 | 44 | ||
| Boardable boardable.com | 20% | 179 | 3,600 | 23 | 56,590 | 21 | 5 | |
| BoardPro boardpro.com | 20% | 202 | 390 | 20 | 3,012 | 2 | ||
| I'mBoard imboard.ai | 11% | 5 | 1,000 | 0 | 327 | 3 | 7 | |
| AppDeck appdeck.com AppDeck Board Portal 5% | 5% | 37 | 20 | 0 | 185 company | |||
| Boardly board.com | 5% | 6 | 320 | 4 | 44,405 | 106 | 2 | |
| OnBoard onboardmeetings.com | 2% | 262 | 22,200 | 9,635 | 46,823 | $87,989 | 34 | 3 |
| Fathom fathomhq.com | 2% | 190 | 90,500 | 6,657 | 74,881 | 38 | ||
| Aprio aprioboardportal.com Aprio Board Portal 2% | 2% | 53 | 50 | 0 | 19,979 company | 3 | ||
| BoardShape | 2% |
Google's top ten for the three searches hold 15 sites; 4 of them are among the sites the models cited here (board-room.org, boardpro.com, clearpointstrategy.com, imboard.ai). 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 small B2B company?”Paraphrase“Which investor reporting tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top board reporting tools for a small team and how do they differ?”Budget-constrained“What is the best board reporting software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a board reporting software. What should we look at?”Negative“Which board reporting tools should a small business avoid or be cautious about?”
Claude Haiku 4.5BoardPro, OnBoardFlowwChangedBoardEffect, Boardableagainst: Nasdaq BoardvantageWaveno first choicenothing named
Three alternatives
BoardSpace, Boardable, Nasdaq BoardvantageThree alternatives
Maxio, QuickBooks Online, VisibleOne alternative
Board IntelligenceTwo alternatives
BoardEffect, QuickBooks OnlineGPT-5.4 miniBoardProFathomChangedCartaBoardableno first choicenothing named
Two alternatives
BoardPaq, OnBoardThree alternatives
Jirav, QuickBooks Online, XeroFour alternatives
Boardable, Databox, Geckoboard, Monday.comThree alternatives
BoardPro, BoardSpot, Easy BoardGemini 3.5 FlashBoardly, I'mBoard, Visibleagainst: Diligent Boards, Nasdaq BoardvantageVisibleChangedBoardPro, Zeckagainst: Diligent BoardsBoardPro, I'mBoardagainst: Diligent Boards, OnBoardBoardly, I'mBoardagainst: Diligent Boards, Nasdaq Boardvantageagainst: BoardEffect, Diligent Boards, Dropbox, Google Drive, Microsoft Power BI, Nasdaq Boardvantage, Slack, Tableau
Seven alternatives
Baremetrics, BoardPro, ChartMogul, Fathom, Google Workspace, Jirav, NotionThree alternatives
Cabal, Carta, Syft AnalyticsFive alternatives
Boardable, Databox, Elate, Fathom, OnBoardThree alternatives
BoardBreeze, Clockwork.ai, FathomSeven alternatives
Agendalink, BoardPro, Fathom, Jirav, Klipfolio, Mosaic, Syft AnalyticsPerplexity SonarBoardProagainst: Diligent BoardsVisibleChangedagainst: Dynamo, Juniper SquareBoardableagainst: ClickUp, Diligent Boards, Monday.com, TrelloBoardPro, Boardableno first choicenothing named
One alternative
FathomTwo alternatives
Carta, FairviewThree alternatives
AppDeck Board Portal, BoardEffect, OnBoardOne alternative
OnBoardGrok 4.20Boardableagainst: Diligent Boards, Nasdaq BoardvantageVisibleChangedagainst: HubSpot, InvestranLooker Studioagainst: TableauBoardPro, I'mBoardagainst: My Board View/SocietBoardableagainst: Azeus Convene, Diligent Boards, Nasdaq Boardvantage, OnBoard
Two alternatives
BoardPro, OnBoardTwo alternatives
Paperstreet.vc, Standard MetricsThree alternatives
Databox, Microsoft Power BI, Zoho AnalyticsOne alternative
BoardableTwo alternatives
BoardCloud, OnBoardMistral SmallNasdaq BoardvantageVisibleChangedAlephBoardableagainst: Google Workspace, Notionno first choiceagainst: Diligent Boards, Nasdaq Boardvantage
One alternative
ClearPoint StrategyFive alternatives
Boardable, ClearPoint Strategy, Cube, Nasdaq Boardvantage, PlanfulTwo alternatives
BoardPro, OnBoardDeepSeek V4 FlashAprio Board Portalagainst: OnBoardVisibleChangedagainst: Allvue, Altvia, InvestranBoardPro, I'mBoardagainst: BoardEffect, Diligent Boards, OnBoardBoardProagainst: Google Workspace, Societ's My Board Viewno first choiceagainst: Diligent Boards, Nasdaq Boardvantageagainst: Diligent Boards, Google Drive, Nasdaq Boardvantage, Notion, OnBoard, SharePoint
Two alternatives
Boardable, ClearPoint StrategyTwo alternatives
Aleph, FoundersuiteTwo alternatives
AppDeck Board Portal, BoardableTwo alternatives
BoardSpace, BoardableFour alternatives
Boardable, Elevale, I'mBoard, SherpanyLlama 4 Maverickno first choiceno first choiceHeldBoardableBoardableAppDeck Board Portalnothing named
Four alternatives
AppDeck Board Portal, BoardEffect, Diligent Boards, OnBoardTwo alternatives
AppDeck Board Portal, BoardProFour alternatives
BoardEffect, Boardable, Diligent Boards, OnBoardQwen 3.7 FlashI'mBoardagainst: BoardNow, Diligent Boards, Nasdaq BoardvantageVisibleChangedAppDeck Board Portalagainst: Diligent BoardsBoardShapeagainst: Diligent Boardsno first choiceagainst: Dropbox, Google Drive, Looker, Microsoft Power BI, NetSuite, Qlik Sense, Sage Intacct, Tableau, Xero
Two alternatives
Notion, SweepTwo alternatives
Investran, NotionThree alternatives
Boardable, Lino, Notion / Google WorkspaceTwo alternatives
AppDeck Board Portal, BoardBreezeKimi K2BoardProagainst: Diligent Boards, Nasdaq BoardvantageVisibleChangedagainst: DocSendBoardProagainst: Google Workspace, NotionBoardableBoardableagainst: Diligent Boards, Nasdaq Boardvantageagainst: Diligent Boards, Nasdaq Boardvantage
Four alternatives
AppDeck Board Portal, Boardable, Datarails, Governance360One alternative
MaxioThree alternatives
BoardSpace, Boardable, OnBoardTwo alternatives
AppDeck Board Portal, BoardProThree alternatives
Aprio Board Portal, Azeus Convene, OnBoardGLM 4.7 FlashXAppDeck Board Portalagainst: Diligent BoardsVisibleChangedBoardProagainst: Diligent BoardsBoardableno first choiceagainst: Azeus Convene, Diligent Boards, Nasdaq Boardvantage, OnBoard
Four alternatives
BoardPro, Boardable, OnBoard, SherpanyThree alternatives
Fairview, Google Slides, NotionThree alternatives
Aprio Board Portal, Govenda, OnBoardFour alternatives
BoardBreeze, BoardPro, BoardSpace, I'mBoardMiniMax M2.5no first choiceVisibleChangedBoardPro, Boardable, ClearPoint Strategy, OnBoardagainst: Diligent Boards, Nasdaq BoardvantageBoardProno first choiceagainst: Diligent Boards, Nasdaq Boardvantage
Two alternatives
Fairview, MaxioTwo alternatives
Aleph, AppDeck Board PortalTwo alternatives
BoardBreeze, BoardSpaceBold 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 21:05 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:04 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:20 | yes | 21 | 52 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 19:38 | yes | 20 | 5 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 19:47 | yes | 25 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:16 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:23 | yes | 13 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:14 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:06 | yes | 12 | 62 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:22 | yes | 13 | 28 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:23 | yes | 13 | 76 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:15 | yes | 5 | 9 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:19 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:55 | no | 0 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:55 | yes | 14 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 20:34 | yes | 20 | 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 19:03 | yes | 26 | 17 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:49 | yes | 6 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:36 | yes | 15 | 19 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:33 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:14 | yes | 10 | 39 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:41 | yes | 18 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:03 | yes | 11 | 24 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:04 | yes | 10 | 38 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:14 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:37 | yes | 6 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:54 | yes | 17 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:37 | yes | 19 | 12 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 20:31 | yes | 30 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:54 | yes | 7 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 19:57 | yes | 24 | 36 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:36 | yes | 6 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:32 | yes | 18 | 46 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:03 | yes | 20 | 36 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:42 | yes | 24 | 89 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:19 | yes | 12 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:22 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:03 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:24 | yes | 10 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 18:00 | yes | 20 | 7 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 18:03 | yes | 32 | 17 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:38 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:47 | yes | 9 | 10 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:43 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:33 | yes | 9 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:34 | yes | 8 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:18 | yes | 13 | 22 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:22 | yes | 5 | 20 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:21 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:13 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:30 | yes | 8 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:15 | yes | 17 | 11 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 20:52 | yes | 14 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:50 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:42 | yes | 14 | 17 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:57 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:55 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:01 | yes | 10 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:41 | yes | 14 | 109 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:46 | yes | 8 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:08 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:06 | no | 0 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:18 | yes | 15 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 18:33 | yes | 20 | 11 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 19:55 | yes | 31 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:36 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 19:36 | yes | 22 | 24 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:21 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:00 | no | 0 | 31 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:45 | yes | 12 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:39 | yes | 17 | 122 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:18 | yes | 10 | 25 s |
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
Qlik read as Qlik Sense
Unresolved, counted raw
Agendalink
Allvue
Altvia
BoardMix
BoardNow
BoardShape
Elate
Elevale
Floww
Kintana
Lino
My Board View/Societ
Simbli
Societ's My Board View
Zoom
Discontinued, still offered
No shut-down product was recommended here.