Board portals
Asked as “board portal”, and as “board management software”, on behalf of a mid-market B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
52%
Clear leader
52OnBoard20BoardPro11Boardable17others
52% of first choices, clear leader.
Since October 2026▲+3Since October 2026: 49% → 52%, +3 points. Inside the 10-point floor: within noise.OnBoard held the lead, +3 points on 49%, inside the 10-point 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
BoardPro57%Clear leader▲+3Since October 2026: 54% → 57%, +3 points. Inside the 10-point floor: within noise.Standing →Mid-market
OnBoard52%Clear leader▲+3Since October 2026: 49% → 52%, +3 points. Inside the 10-point floor: within noise.This pageEnterprise
Diligent Boards52%Clear leader▼−1Since October 2026: 53% → 52%, −1 point. Inside the 10-point floor: within noise.Standing →
BoardPro57%Clear leader▲+3Since October 2026: 54% → 57%, +3 points. Inside the 10-point floor: within noise.Standing →Mid-marketOnBoard52%Clear leader▲+3Since October 2026: 49% → 52%, +3 points. Inside the 10-point floor: within noise.This pageEnterpriseDiligent Boards52%Clear leader▼−1Since October 2026: 53% → 52%, −1 point. Inside the 10-point floor: within noise.Standing →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 October 2026
01OnBoard52%11%61endorsed leader▲+3Since October 2026: 49% → 52%, +3 points. Inside the 10-point floor: within noise.49% → 52%
OnBoard52%11%61endorsed leader▲+3Since October 2026: 49% → 52%, +3 points. Inside the 10-point floor: within noise.49% → 52%02BoardPro20%9%46accepted challenger▲+14Since October 2026: 6% → 20%, +14 points. Past the 10-point floor: movement.6% → 20%
BoardPro20%9%46accepted challenger▲+14Since October 2026: 6% → 20%, +14 points. Past the 10-point floor: movement.6% → 20%03
Boardable11%8%37accepted challenger▼−9Since October 2026: 20% → 11%, −9 points. Inside the 10-point floor: within noise.20% → 11%
Boardable11%8%37accepted challenger▼−9Since October 2026: 20% → 11%, −9 points. Inside the 10-point floor: within noise.20% → 11%04
Nasdaq Boardvantage6%26%39criticized challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 10-point floor: within noise.2% → 6%
Nasdaq Boardvantage6%26%39criticized challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 10-point floor: within noise.2% → 6%05
Easy Board6%0%10accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 10-point floor: within noise.2% → 6%
Easy Board6%0%10accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 10-point floor: within noise.2% → 6%Show the seven products at 0%, ordered by negative rate
12Diligent Boards0%47%58criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Diligent Boards0%47%58criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%10
BoardEffect0%26%31criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
BoardEffect0%26%31criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%08
Aprio Board Portal0%10%20accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise.4% → 0%
Aprio Board Portal0%10%20accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise.4% → 0%11
Govenda0%7%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
Govenda0%7%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%06
Azeus Convene0%5%22accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
Azeus Convene0%5%22accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%07
AppDeck0%0%13accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
AppDeck0%0%13accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%09
Ideals Board0%0%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
Ideals Board0%0%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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 ten head-to-head pages: the top five products, each against each
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 →
010203040506070809101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01OnBoard52%
OnBoard52%02BoardPro20%
BoardPro20%03Boardable11%
Boardable11%04Nasdaq Boardvantage6%
Nasdaq Boardvantage6%05Easy Board6%
Easy Board6%06Azeus Convene0%
Azeus Convene0%07AppDeck0%
AppDeck0%08Aprio Board Portal0%
Aprio Board Portal0%09Ideals Board0%
Ideals Board0%10BoardEffect0%
BoardEffect0%11Govenda0%
Govenda0%12Diligent Boards0%
Diligent Boards0%What they warned about
Seven of fourteen models held their first choice under the paraphrase. Mistral Small, 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 Boards47%
27 of 58 labels negative · 11 of 14 models · 3 hard negative
“What to Avoid - Diligent, OnBoard, and BoardEffect — These enterprise-grade portals are quote-only and typically cost $10,000+ per year.” DeepSeek V4 Flash, budget prompt
BoardEffect26%
8 of 31 labels negative · 7 of 14 models · 3 hard negative
“If you require rock-solid uptime and bug-free reliability, you may want to bypass BoardEffect.” Qwen 3.7 Flash, negative prompt
OnBoard11%
7 of 61 labels negative · 6 of 14 models · 1 hard negative
“What to Avoid - Diligent, OnBoard, and BoardEffect” DeepSeek V4 Flash, budget prompt
Nasdaq Boardvantage26%
10 of 39 labels negative · 6 of 14 models
“Nasdaq Boardvantage is positioned as compliance-focused for publicly traded companies, so they are typically over-specified and priced higher” Muse Glimmer 30B, direct prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
73 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. 805 links across 142 sites, every framing counted. Ranked by the number of answers carrying the site or page. 47 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 · Capterra36 answers · 69 citations · 12 models
33 answers · 55 citations · 11 models
vendor site · AppDeck31 answers · 47 citations · 10 models
vendor site · Diligent21 answers · 33 citations · 12 models
21 answers · 24 citations · 11 models
vendor site · G220 answers · 32 citations · 12 models
20 answers · 21 citations · 10 models
vendor site · Nasdaq17 answers · 29 citations · 9 models
vendor site · Boardable17 answers · 19 citations · 10 models
vendor site · GetApp15 answers · 20 citations · 8 models
15 answers · 19 citations · 7 models
vendor site · Aprio Board Portal14 answers · 24 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.
24 answers · 11 models
24 answers · 10 models
21 answers · 9 models
19 answers · 10 models
14 answers · 6 models
13 answers · 8 models
11 answers · 6 models
10 answers · 7 models
9 answers · 6 models
8 answers · 6 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 | 52% | 262 | 22,200 | 9,635 | 46,823 | $87,989 | 34 | |
| BoardPro boardpro.com | 20% | 202 | 390 | 20 | 3,012 | |||
| Boardable boardable.com | 11% | 179 | 3,600 | 23 | 56,590 | 21 | 4 | |
| Nasdaq Boardvantage nasdaq.com | 6% | 180 | 1,300 | 16 | 21,233,250 | $57 | 53 | |
| Easy Board easyboard.com | 6% | 49 | ||||||
| Zeck zeck.app | 2% | 30 | 4,400 | 205 | 1,680 | 9 | 10 | |
| BoardPaq board.com BoardPaq 2%, Board Intelligence 0%, BoardMaps 0%, BoardSpot 0% | 2% | 45 | 210 | 34 | 44,405 | 106 | ||
| Decisions decisions.com | 2% | 6 | ||||||
| Azeus Convene azeusconvene.com | 0% | 94 | 110 | 0 | 79,195 | 2 | 2 | |
| AppDeck appdeck.com AppDeck 0%, AppDeck Board Portal 0% | 0% | 41 | 20 | 0 | 185 |
Google's top ten for the three searches hold 23 sites; 3 of them are among the sites the models cited here (boardable.com, diligent.com, g2.com). 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 4.5OnBoardagainst: Diligent BoardsOnBoardHeldagainst: Diligent Boardsno first choiceBoardableagainst: Google Workspaceno first choiceagainst: Azeus Convene, Diligent Boards, Google Workspace, Notion, SharePoint
Three alternatives
Aprio Board Portal, BoardEffect, GovendaThree alternatives
BoardEffect, Govenda, ZeckThree alternatives
AppDeck Board Portal, BoardPro, OnBoardGPT-5.4 miniOnBoardOnBoardHeldagainst: BoardEffect, Diligent BoardsNasdaq BoardvantageEasy Boardagainst: BoardPro, OnBoardno first choicenothing named
Four alternatives
BoardEffect, BoardPro, Diligent Boards, Nasdaq BoardvantageTwo alternatives
Azeus Convene, BoardProThree alternatives
BoardEffect, Diligent Boards, OnBoardOne alternative
DecisionsGemini 3.5 FlashOnBoardagainst: Boardable, Diligent Boards, Nasdaq Governance SolutionsOnBoardHeldagainst: Diligent BoardsDiligent BoardsBoardProagainst: Diligent Boards, Nasdaq BoardvantageOnBoardagainst: Diligent Boardsagainst: Basic SharePoint, Diligent Boards, Dropbox, Google Drive, Nasdaq Boardvantage, Zeck
Three alternatives
Aprio Board Portal, Azeus Convene, GovendaThree alternatives
Azeus Convene, Govenda, ZeckSeven alternatives
Azeus Convene, BoardEffect, BoardPro, Boardable, Nasdaq Boardvantage, OnBoard, ZeckThree alternatives
Boardable, I'mBoard, OnBoardThree alternatives
BoardEffect, Govenda, Nasdaq Governance SolutionsPerplexity SonarOnBoardagainst: Diligent BoardsOnBoardHeldagainst: Diligent BoardsDiligent Boards, OnBoardBoardPro, Boardableagainst: Google Workspaceno first choiceagainst: Diligent Boards, Dropbox, Google Drive, SharePoint, Slack
Two alternatives
AppDeck, BoardableThree alternatives
BoardPro, Govenda, ZeckFive alternatives
Azeus Convene, BoardEffect, Boardable, Nasdaq Boardvantage, iBabsGrok 4.20OnBoardagainst: BoardEffect, Diligent Boards, Nasdaq BoardvantageOnBoardHeldagainst: Diligent Boards, Nasdaq BoardvantageDiligent BoardsBoardableagainst: Google Drive, SharePointOnBoardagainst: Diligent Boardsagainst: BoardDocs, Diligent Boards, Govenda
Two alternatives
Aprio Board Portal, BoardProTwo alternatives
BoardPro, Ideals BoardSix alternatives
Azeus Convene, BoardEffect, Boardable, Ideals Board, Nasdaq Boardvantage, OnBoardFour alternatives
AppDeck, BoardEffect, BoardPro, Easy BoardFour alternatives
Aprio Board Portal, BoardEffect, BoardPro, BoardableMistral SmallNasdaq Boardvantage, OnBoardBoardProChangedno first choiceBoardPaqno first choiceagainst: Diligent Boards, Nasdaq Boardvantage, OnBoard
One alternative
Diligent BoardsTwo alternatives
Diligent Boards, OnBoardTwo alternatives
Boardable, Easy BoardDeepSeek V4 FlashOnBoardagainst: Diligent BoardsOnBoardHeldDiligent BoardsBoardProagainst: BoardEffect, Diligent Boards, OnBoardNasdaq Boardvantage, OnBoardagainst: BoardEffect, Diligent Boardsnothing named
Two alternatives
Aprio Board Portal, BoardProTwo alternatives
BoardPro, Diligent BoardsFive alternatives
BoardEffect, Boardable, Ideals Board, Nasdaq Boardvantage, OnBoardTwo alternatives
Boardable, Easy BoardOne alternative
Azeus ConveneLlama 4 MaverickOnBoardOnBoardHeldno first choiceBoardableno first choiceagainst: Diligent Boards, Nasdaq Boardvantage, OnBoard
Two alternatives
BoardPro, Nasdaq BoardvantageTwo alternatives
AppDeck, BoardProQwen 3.7 FlashOnBoardagainst: Nasdaq BoardvantageBoardPro, DecisionsChangedagainst: Nasdaq BoardvantageDiligent Boardsagainst: DocuSign BoardsBoardableno first choiceagainst: BoardEffect, BoardPro, OnBoard
Two alternatives
BoardPro, BoardableOne alternative
OnBoardThree alternatives
Apptegy, Enboarder, OnBoardThree alternatives
BoardPro, Easy Board, Ideals BoardKimi K2BoardPro, OnBoardOnBoardChangedagainst: Diligent BoardsDiligent BoardsEasy Boardno first choiceagainst: Aprio Board Portal, BoardEffect, BoardPro, Boardable
One alternative
Aprio Board PortalTwo alternatives
BoardPaq, BoardProFive alternatives
BoardEffect, BoardPro, Ideals Board, Nasdaq Boardvantage, OnBoardThree alternatives
AppDeck, Aprio Board Portal, BoardableGLM 4.7 FlashXBoardPro, OnBoardagainst: Diligent BoardsOnBoardChangedagainst: Diligent Boardsno first choiceBoardProno first choiceagainst: Aprio Board Portal, BoardEffect, BoardPro
One alternative
AppDeckOne alternative
BoardProTwo alternatives
AppDeck, BoardableMiniMax M2.5OnBoardBoardPro, OnBoardChangedDiligent BoardsEasy Boardno first choiceagainst: Passboltnothing named
Four alternatives
AppDeck, BoardEffect, BoardMaps, BoardProTwo alternatives
Diligent Boards, Nasdaq BoardvantageFive alternatives
BoardPro, Boardable, Ideals Board, Nasdaq Boardvantage, OnBoardOne alternative
BoardableGPT-6 LunaOnBoardNasdaq BoardvantageChangedDiligent BoardsBoardProno first choiceagainst: BoardDocs
Two alternatives
Diligent Boards, Nasdaq BoardvantageTwo alternatives
Diligent Boards, OnBoardFive alternatives
BoardEffect, BoardPro, Boardable, Nasdaq Boardvantage, OnBoardOne alternative
BoardableMuse Glimmer 30BOnBoard, Zeckagainst: Diligent Boards, Nasdaq BoardvantageOnBoardChangedagainst: Diligent Boards, Nasdaq BoardvantageDiligent Boards, Nasdaq BoardvantageBoardPro, Boardableagainst: BoardEffect, Diligent Boards, OnBoardno first choiceagainst: Boardable, OnBoard
One alternative
AppDeckTwo alternatives
BoardPro, ZeckSeven alternatives
AppDeck, Azeus Convene, BoardEffect, BoardPro, Boardable, OnBoard, iBabsThree alternatives
AppDeck, BoardCloud, Ideals BoardBold 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.
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 | 2026-11-01 08:54 | yes | 13 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:04 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:33 | no | 0 | 15 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:32 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:17 | yes | 19 | 32 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:09 | yes | 5 | 24 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:42 | yes | 24 | 44 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:03 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:22 | yes | 5 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:24 | yes | 20 | 32 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:18 | yes | 14 | 44 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:41 | yes | 5 | 27 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:46 | yes | 2 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:17 | yes | 13 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:16 | yes | 10 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:43 | yes | 5 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:45 | yes | 8 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:48 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 5 | 26 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:51 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:17 | yes | 22 | 37 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:50 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:01 | yes | 5 | 15 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:54 | yes | 14 | 41 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:43 | yes | 19 | 39 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:00 | yes | 5 | 35 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:31 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:02 | yes | 14 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:24 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:57 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:22 | yes | 8 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:02 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:20 | yes | 5 | 36 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:09 | yes | 5 | 5 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:12 | yes | 25 | 27 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:58 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:56 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:43 | yes | 13 | 49 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:38 | yes | 24 | 173 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:58 | yes | 20 | 50 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:53 | yes | 8 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:43 | yes | 13 | 20 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:38 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:47 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:41 | yes | 12 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:57 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:30 | yes | 5 | 29 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:41 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:04 | yes | 22 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:33 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:56 | yes | 5 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:58 | yes | 15 | 25 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:36 | yes | 20 | 40 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:05 | yes | 5 | 17 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:24 | yes | 2 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:20 | yes | 11 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:51 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:44 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:53 | no | 0 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 11:18 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 15 | 34 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:30 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:23 | yes | 25 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:54 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:06 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:33 | yes | 15 | 27 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:20 | yes | 25 | 34 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:48 | no | 0 | 27 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:49 | yes | 1 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:18 | yes | 14 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:31 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:39 | no | 0 | 3 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:25 | yes | 17 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:08 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:22 | yes | 9 | 30 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:26 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:10 | no | 0 | 3 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:10 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:53 | yes | 9 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:02 | yes | 25 | 24 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:49 | yes | 25 | 78 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:50 | no | 0 | 12 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:40 | yes | 1 | 13 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:25 | yes | 24 | 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
Ideals read as Ideals Board
Unresolved, counted raw
AnswerHub
Apptegy
Basic SharePoint
BoardLogic by Praxonomy
DocuSign Boards
Loomio
MinuteSmith
Notion or Confluence
Passbolt
Discontinued, still offered
No shut-down product was recommended here.