Board portals
Asked as “board portal”, and as “board management software”, on behalf of a mid-market B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
49%
Clear leader
49OnBoard20Boardable06BoardPro25others
49% of first choices, clear leader.
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 fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
07
Nasdaq Boardvantage2%29%28criticized challengernewNew since September 2026: not ranked then, 2% now.
Nasdaq Boardvantage2%29%28criticized challengernewNew since September 2026: not ranked then, 2% now.Show the one product at 0%, ordered by negative rate
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 twenty-eight head-to-head pages: the top eight products, each against each
OnBoard vs GovendaOnBoard vs BoardEffectOnBoard vs Nasdaq BoardvantageOnBoard vs Azeus ConveneBoardable vs BoardProBoardable vs Aprio Board PortalBoardable vs GovendaBoardable vs BoardEffectBoardable vs Nasdaq BoardvantageBoardable vs Azeus ConveneBoardPro vs Aprio Board PortalBoardPro vs GovendaBoardPro vs BoardEffectBoardPro vs Nasdaq BoardvantageBoardPro vs Azeus ConveneAprio Board Portal vs GovendaAprio Board Portal vs BoardEffectAprio Board Portal vs Nasdaq BoardvantageAprio Board Portal vs Azeus ConveneGovenda vs BoardEffectGovenda vs Nasdaq BoardvantageGovenda vs Azeus ConveneBoardEffect vs Nasdaq BoardvantageBoardEffect vs Azeus ConveneNasdaq Boardvantage vs Azeus Convene
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
0607
08
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01OnBoard49%
OnBoard49%02Boardable20%
Boardable20%03BoardPro6%
BoardPro6%04Aprio Board Portal4%
Aprio Board Portal4%05Govenda2%
Govenda2%06BoardEffect2%
BoardEffect2%07Nasdaq Boardvantage2%
Nasdaq Boardvantage2%08Azeus Convene2%
Azeus Convene2%09AppDeck2%
AppDeck2%10Diligent Boards0%
Diligent Boards0%What they warned about
Eight of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, 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 Boards42%
21 of 50 labels negative · 10 of 14 models · 4 hard negative
“What to Avoid - **Diligent** and other enterprise portals: $15,000–$30,000+/year — overkill for limited budgets” Kimi K2, budget prompt
Nasdaq Boardvantage29%
8 of 28 labels negative · 5 of 14 models · 1 hard negative
“Enterprise-grade pricing (~$20K–40K+/year) — designed for regulated public companies” Kimi K2, direct prompt
OnBoard11%
6 of 54 labels negative · 4 of 14 models · 1 hard negative
“Skip enterprise platforms like Diligent and OnBoard unless your budget is $6,000+/year” DeepSeek V4 Flash, budget prompt
Dropbox100%
3 of 3 labels negative · 3 of 14 models · 3 hard negative
“The absolute most dangerous "board portal" is a makeshift system patched together from generic consumer-grade tools (e.g., **Dropbox, Google Drive, Microsoft SharePoint, Slack, and personal emails**).” Gemini 3.5 Flash, 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
77 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. 1043 links across 145 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Fast.io57 answers · 92 citations · 12 models
vendor site · AppDeck49 answers · 97 citations · 11 models
vendor site · Board Intelligence39 answers · 57 citations · 13 models
vendor site · Guideflow38 answers · 41 citations · 12 models
37 answers · 62 citations · 12 models
33 answers · 59 citations · 12 models
vendor site · G230 answers · 74 citations · 13 models
26 answers · 27 citations · 12 models
vendor site · Zeck19 answers · 26 citations · 9 models
vendor site · Diligent19 answers · 24 citations · 10 models
19 answers · 20 citations · 9 models
15 answers · 15 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.
49 answers · 11 models
46 answers · 11 models
36 answers · 12 models
19 answers · 9 models
17 answers · 9 models
16 answers · 7 models
16 answers · 9 models
16 answers · 9 models
15 answers · 8 models
14 answers · 8 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 portal”, “board portal”, “board portals”. 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 | 49% | 256 | 22,200 | 9,635 | 46,823 | $87,989 | 34 | |
| Boardable boardable.com | 20% | 205 | 3,600 | 23 | 56,590 | 21 | 4 | |
| BoardPro boardpro.com | 6% | 179 | 390 | 20 | 3,012 | |||
| BoardSpace boardspace.co | 6% | 37 | 90 | 0 | 145 | |||
| Aprio aprioboardportal.com Aprio Board Portal 4% | 4% | 44 | 50 | 0 | 19,979 company | |||
| Govenda govenda.com | 2% | 59 | 1,600 | 4 | 2,579 | 7 | ||
| BoardEffect boardeffect.com | 2% | 99 | 2,900 | 60 | 178,253 | 16 | ||
| Nasdaq Boardvantage nasdaq.com | 2% | 198 | 1,300 | 16 | 21,233,250 | $57 | 53 | |
| Azeus Convene azeusconvene.com | 2% | 67 | 110 | 0 | 79,195 | 2 | 2 | |
| AppDeck appdeck.com | 2% | 34 | 20 | 0 | 185 |
Google's top ten for the three searches hold 23 sites; 4 of them are among the sites the models cited here (diligent.com, g2.com, guideflow.com, zeck.app). The first result for “best board portal” is peoplemanagingpeople.com.
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 portal for a mid-market B2B company?”Paraphrase“Which board management software would you recommend to a mid-sized B2B company?”Comparative“What are the top board portals and how do they differ?”Budget-constrained“What is the best board portal for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a board portal. What should we look at?”Negative“Which board portals should I avoid or be cautious about?”
Claude Haiku 4.5OnBoardOnBoardHeldDiligent BoardsBoardableno first choicenothing named
Two alternatives
Azeus Convene, Diligent BoardsTwo alternatives
BoardPro, GovendaThree alternatives
Boardable, Govenda, OnBoardThree alternatives
AppDeck, BoardPro, Ideals BoardGPT-5.4 miniOnBoardNasdaq BoardvantageChangedagainst: BoardEffectDiligent BoardsEasy Boardno first choicenothing named
Three alternatives
BoardPro, Boardable, Diligent BoardsOne alternative
Diligent BoardsFour alternatives
Board Intelligence, BoardEffect, Nasdaq Boardvantage, OnBoardTwo alternatives
BoardPro, BoardSpotGemini 3.5 FlashOnBoardOnBoardHeldagainst: Diligent Boards, Nasdaq BoardvantageOnBoardBoardCloud, BoardProOnBoard, Zeckagainst: Diligent Boards, Nasdaq Boardvantageagainst: BoardDocs, Diligent Boards, Dropbox, Google Drive, Microsoft SharePoint, Slack
Three alternatives
Aprio Board Portal, Board Intelligence, Nasdaq BoardvantageThree alternatives
Azeus Convene, Board Intelligence, BoardProFive alternatives
Board Intelligence, Boardable, Diligent Boards, Nasdaq Boardvantage, ZeckThree alternatives
Boardable, Easy Board, Google Workspace for NonprofitsTwo alternatives
Aprio Board Portal, GovendaPerplexity SonarOnBoardagainst: Diligent BoardsOnBoardHeldDiligent Boards, OnBoardagainst: Nasdaq BoardvantageBoardableagainst: BoardProno first choiceagainst: Box, Dropbox, Google Drive
Three alternatives
BoardEffect, Boardable, GovendaTwo alternatives
BoardPro, DiliTrustFour alternatives
Azeus Convene, BoardEffect, Boardable, GovendaTwo alternatives
BoardSpace, GovendaGrok 4.1 FastOnBoardagainst: Diligent BoardsOnBoardHeldagainst: BoardEffect, Boardable, Diligent Boards, Nasdaq BoardvantageDiligent BoardsBoardableagainst: BoardPro, OnBoardno first choiceagainst: Azeus Convene, Diligent Boards, Nasdaq Boardvantage, OnBoard
Two alternatives
BoardEffect, GovendaOne alternative
BoardProFour alternatives
Azeus Convene, Boardable, Nasdaq Boardvantage, OnBoardTwo alternatives
Boardable, OnBoardMistral SmallOnBoardOnBoardHeldDiligent BoardsBoardableno first choiceagainst: Azeus Convene, Diligent Boards, Nasdaq Boardvantage
Three alternatives
BoardEffect, BoardPro, GovendaTwo alternatives
BoardPro, Diligent BoardsTwo alternatives
BoardEffect, Ideals BoardTwo alternatives
Board Management, BoardCloudDeepSeek V4 FlashOnBoardOnBoardHeldagainst: Diligent BoardsDiligent Boards, Nasdaq BoardvantageBoardableagainst: Diligent Boards, OnBoardOnBoardagainst: Diligent Boardsagainst: Diligent Boards, OnBoard
Three alternatives
BoardPro, Diligent Boards, GovendaOne alternative
BoardProFive alternatives
Azeus Convene, BoardEffect, Boardable, Ideals Board, OnBoardThree alternatives
AppDeck, BoardPro, BoardSpaceOne alternative
AppDeckLlama 4 MaverickOnBoardBoardEffectChangedno first choiceBoardableno first choicenothing named
One alternative
ExeboardTwo alternatives
AppDeck, BoardProQwen 3.7 FlashAprio Board PortalAzeus Convene, OnBoardChangedDiligent Boards, Nasdaq BoardvantageBoardSpaceno first choiceagainst: Agilysys, Alphaps, iDeals
Two alternatives
AppDeck, OnBoardThree alternatives
Board Intelligence, Computershare BoardWorks, OnBoardThree alternatives
AppDeck, Boardable, OnBoardKimi K2Govenda, OnBoardagainst: Diligent Boards, Nasdaq BoardvantageOnBoardChangedDiligent BoardsBoardSpace, Boardableagainst: Diligent Boardsno first choiceagainst: Diligent Boards, Nasdaq Boardvantage, OnBoard
One alternative
Aprio Board PortalTwo alternatives
BoardPro, Diligent BoardsFour alternatives
BoardEffect, Boardable, Nasdaq Boardvantage, OnBoardTwo alternatives
AppDeck, BoardProGLM 4.7 FlashXOnBoardagainst: Diligent BoardsBoardableChangedDiligent BoardsBoardSpaceno first choiceagainst: BeyondTrust, BoardDocs, Canvas, Dropbox, Excel, Google Drive, PowerSchool’s PowerSource, SharePoint
One alternative
BoardProTwo alternatives
Diligent Corporation, Nasdaq BoardvantageOne alternative
Nasdaq BoardvantageThree alternatives
AppDeck, BoardPro, BoardableMiniMax M2.5Aprio Board Portal, OnBoardagainst: Diligent BoardsBoardProChangedagainst: Diligent BoardsDiligent BoardsAppDeck, Boardableagainst: Diligent Boardsno first choicenothing named
Three alternatives
Boardable, Nasdaq Boardvantage, OnBoardThree alternatives
Boardable, Nasdaq Boardvantage, OnBoardTwo alternatives
BoardPro, BoardSpaceGPT-6 LunaOnBoardagainst: Diligent BoardsOnBoardHeldDiligent Boards, Nasdaq BoardvantageBoardProno first choicenothing named
One alternative
Aprio Board PortalThree alternatives
Boardable, Diligent Boards, Nasdaq BoardvantageFive alternatives
Azeus Convene, BoardEffect, BoardPro, Boardable, OnBoardOne alternative
BoardableMuse Glimmer 30BOnBoardOnBoardHeldDiligent Boards, Nasdaq BoardvantageBoardableno first choiceagainst: Diligent Boards, OnBoard
Three alternatives
Aprio Board Portal, BoardEffect, GovendaThree alternatives
Boardable, Ideals Board, ZeckSix alternatives
Azeus Convene, BoardEffect — now part of Diligent, BoardPro, Boardable, Ideals Board, OnBoardTwo alternatives
BoardPro, 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. 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 | 2026-10-04 21:20 | yes | 19 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:22 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:42 | yes | 13 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:43 | yes | 19 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:32 | yes | 20 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:34 | yes | 14 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:33 | yes | 22 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:22 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:34 | yes | 14 | 33 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:26 | yes | 14 | 19 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:43 | yes | 19 | 50 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:19 | yes | 15 | 22 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:20 | yes | 4 | 20 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:21 | yes | 13 | 13 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:36 | yes | 17 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:27 | yes | 5 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:23 | yes | 12 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:20 | yes | 16 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:38 | yes | 24 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:24 | yes | 20 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:26 | yes | 21 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:39 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:26 | yes | 19 | 62 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:27 | yes | 14 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:27 | yes | 10 | 13 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:33 | yes | 19 | 30 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:30 | yes | 4 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:36 | yes | 15 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:30 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:30 | yes | 4 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:42 | yes | 12 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:28 | yes | 18 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:37 | yes | 23 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:27 | yes | 11 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:38 | yes | 21 | 37 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:43 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:32 | yes | 15 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:42 | yes | 18 | 22 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:31 | yes | 17 | 20 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:31 | yes | 20 | 47 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:41 | yes | 8 | 32 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:30 | yes | 14 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:35 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:32 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:30 | yes | 17 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:38 | yes | 20 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:28 | yes | 21 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:22 | yes | 8 | 13 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:21 | yes | 20 | 18 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:38 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:35 | yes | 5 | 16 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:32 | yes | 9 | 14 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:38 | yes | 23 | 25 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:23 | yes | 8 | 19 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:24 | yes | 2 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:22 | yes | 12 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:23 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:20 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:23 | yes | 13 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:26 | yes | 15 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:38 | yes | 17 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:20 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:32 | yes | 23 | 25 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:23 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:39 | no | 0 | 24 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:33 | yes | 19 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:34 | yes | 17 | 19 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:32 | yes | 5 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:27 | yes | 4 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:35 | yes | 14 | 16 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:19 | no | 0 | 2 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:33 | yes | 3 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:19 | yes | 15 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:42 | yes | 17 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:26 | yes | 22 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:32 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:47 | yes | 21 | 30 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:20 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:21 | no | 0 | 27 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:38 | yes | 22 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:20 | yes | 23 | 27 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:37 | no | 0 | 6 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:36 | yes | 3 | 14 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:41 | yes | 23 | 24 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
Aprio read as Aprio Board Portal
Diligent read as Diligent Boards
Diligent (Diligent Boards) read as Diligent Boards
Unresolved, counted raw
Agilysys
Alphaps (alphaPS)
Board Management
BoardEffect — now part of Diligent
Boardbook
Boardintelligence
Canvas
Computershare BoardWorks
Docupile
Exeboard
Google Workspace for Nonprofits
Microsoft SharePoint
PowerSchool’s PowerSource
Discontinued, still offered
No shut-down product was recommended here.
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