Website governance and accessibility
Asked as “website governance and accessibility platform”, and as “website accessibility and quality monitoring tool”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
27%
Contested · Silktide Governance 23%
27Siteimprove23Silktide Governance10Pope Tech40others
27% of first choices, contested.
Since October 2026▲+2Since October 2026: 25% → 27%, +2 points. Inside the 11-point floor: within noise.Siteimprove held the lead, +2 points on 25%, inside the 11-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 businessSilktide Governance19%Contested↗new leaderNew leader since October 2026: Silktide Governance (19%) replaces UserWay (19% then, 12% now), 7 points clear, inside the 11-point floor.Standing →Mid-market
Siteimprove27%Contested▲+2Since October 2026: 25% → 27%, +2 points. Inside the 11-point floor: within noise.This pageEnterpriseSiteimprove57%Clear leader▼−5Since October 2026: 62% → 57%, −5 points. Inside the 11-point floor: within noise.Standing →
Siteimprove27%Contested▲+2Since October 2026: 25% → 27%, +2 points. Inside the 11-point floor: within noise.This pageEnterpriseSiteimprove57%Clear leader▼−5Since October 2026: 62% → 57%, −5 points. Inside the 11-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
01Siteimprove27%21%57accepted challenger▲+2Since October 2026: 25% → 27%, +2 points. Inside the 11-point floor: within noise.25% → 27%
Siteimprove27%21%57accepted challenger▲+2Since October 2026: 25% → 27%, +2 points. Inside the 11-point floor: within noise.25% → 27%02Silktide Governance23%6%48accepted challenger=heldSince October 2026: 23% → 23%, ±0 points. Inside the 11-point floor: within noise.23% → 23%
03
Pope Tech10%0%10accepted challenger▲+7Since October 2026: 3% → 10%, +7 points. Inside the 11-point floor: within noise.3% → 10%
Pope Tech10%0%10accepted challenger▲+7Since October 2026: 3% → 10%, +7 points. Inside the 11-point floor: within noise.3% → 10%04
Acquia Web Governance6%4%26accepted challenger▼−4Since October 2026: 10% → 6%, −4 points. Inside the 11-point floor: within noise.10% → 6%
Acquia Web Governance6%4%26accepted challenger▼−4Since October 2026: 10% → 6%, −4 points. Inside the 11-point floor: within noise.10% → 6%05Level Access Accessibility Platform4%0%30accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
06
DubBot4%0%19accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%
DubBot4%0%19accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%07Equally.ai4%0%10accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
08
Deque axe Platform2%8%12accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Deque axe Platform2%8%12accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%09
AudioEye2%56%27criticized challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%
AudioEye2%56%27criticized challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%10
UserWay2%54%37criticized challenger▼−5Since October 2026: 7% → 2%, −5 points. Inside the 11-point floor: within noise.7% → 2%
UserWay2%54%37criticized challenger▼−5Since October 2026: 7% → 2%, −5 points. Inside the 11-point floor: within noise.7% → 2%Show the five products at 0%, ordered by negative rate
15
accessiBe0%60%35criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
accessiBe0%60%35criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%14EqualWeb0%55%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
13
Wave0%24%17accepted challenger▼−3Since October 2026: 3% → 0%, −3 points. Inside the 11-point floor: within noise.3% → 0%
Wave0%24%17accepted challenger▼−3Since October 2026: 3% → 0%, −3 points. Inside the 11-point floor: within noise.3% → 0%11
Monsido0%8%12accepted challenger▼−3Since October 2026: 3% → 0%, −3 points. Inside the 11-point floor: within noise.3% → 0%
Monsido0%8%12accepted challenger▼−3Since October 2026: 3% → 0%, −3 points. Inside the 11-point floor: within noise.3% → 0%12axe DevTools0%0%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
The floor is 11 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
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Siteimprove vs Level Access Accessibility PlatformSiteimprove vs DubBotSiteimprove vs Equally.aiSiteimprove vs Deque axe PlatformSilktide Governance vs Pope TechSilktide Governance vs Acquia Web GovernanceSilktide Governance vs Level Access Accessibility PlatformSilktide Governance vs DubBotSilktide Governance vs Equally.aiSilktide Governance vs Deque axe PlatformPope Tech vs Acquia Web GovernancePope Tech vs Level Access Accessibility PlatformPope Tech vs DubBotPope Tech vs Equally.aiPope Tech vs Deque axe PlatformAcquia Web Governance vs Level Access Accessibility PlatformAcquia Web Governance vs DubBotAcquia Web Governance vs Equally.aiAcquia Web Governance vs Deque axe PlatformLevel Access Accessibility Platform vs DubBotLevel Access Accessibility Platform vs Equally.aiLevel Access Accessibility Platform vs Deque axe PlatformDubBot vs Equally.aiDubBot vs Deque axe PlatformEqually.ai vs Deque axe Platform
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 →
01S02
0304L05
06E07
08091011a12
13E14
15Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Siteimprove27%
Siteimprove27%02Silktide Governance23%
03Pope Tech10%
Pope Tech10%04Acquia Web Governance6%
Acquia Web Governance6%05Level Access Accessibility Platform4%
06DubBot4%
DubBot4%07Equally.ai4%
08Deque axe Platform2%
Deque axe Platform2%09AudioEye2%
AudioEye2%10UserWay2%
UserWay2%11Monsido0%
Monsido0%12axe DevTools0%
13Wave0%
Wave0%14EqualWeb0%
15accessiBe0%
accessiBe0%What they warned about
Seven of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX and GPT-6 Luna 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.
accessiBe60%
21 of 35 labels negative · 12 of 14 models · 12 hard negative
“The FTC reached a million-dollar settlement with accessiBe in 2025, finding the company had misled businesses by marketing its widget as a guaranteed compliance solution” Claude Haiku 4.5, negative prompt
UserWay54%
20 of 37 labels negative · 10 of 14 models · 10 hard negative
“Products like accessiBe, UserWay, and AudioEye have marketed these solutions as quick, affordable compliance options. However, they have significant problems” Claude Haiku 4.5, negative prompt
AudioEye56%
15 of 27 labels negative · 9 of 14 models · 7 hard negative
“Products like accessiBe, UserWay, and AudioEye have marketed these solutions as quick, affordable compliance options. However, they have significant problems” Claude Haiku 4.5, negative prompt
Siteimprove21%
12 of 57 labels negative · 9 of 14 models · 3 hard negative
“Avoid enterprise-heavy tools like Siteimprove unless you have a budget exceeding \$20k-\$30k/year” Qwen 3.7 Flash, paraphrase 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
78 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. 987 links across 288 sites, every framing counted. Ranked by the number of answers carrying the site or page. 11 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.
42 answers · 97 citations · 12 models
vendor site · Silktide39 answers · 51 citations · 14 models
vendor site · Acquia23 answers · 40 citations · 10 models
22 answers · 27 citations · 12 models
20 answers · 30 citations · 8 models
20 answers · 26 citations · 9 models
vendor site · SourceForge17 answers · 21 citations · 9 models
vendor site · Siteimprove17 answers · 20 citations · 7 models
vendor site · Guideflow15 answers · 19 citations · 6 models
15 answers · 16 citations · 9 models
vendor site · GetApp14 answers · 23 citations · 9 models
vendor site · RatedWithAI14 answers · 22 citations · 8 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.
23 answers · 12 models
14 answers · 9 models
13 answers · 9 models
10 answers · 6 models
10 answers · 6 models
10 answers · 8 models
10 answers · 5 models
10 answers · 6 models
9 answers · 6 models
9 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 website governance and accessibility platform”, “website governance and accessibility platform”. 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 |
|---|---|---|---|---|---|---|---|---|
| Siteimprove siteimprove.com | 27% | 168 | 6,600 | 122 | 117,981 | 50 | 4 | |
| Silktide Governance silktide.com | 23% | 112 | 4,961 | 0 | 3 | |||
| Pope Tech pope.tech | 10% | 22 | 480 | 4 | 3,943 | 1 | ||
| RatedWithAI ratedwithai.com | 10% | 14 | ||||||
| Acquia acquia.com Acquia Web Governance 6% | 6% | 77 | 3,600 | 216 | 72,942 company | $2,943 | 92 | 1 |
| Level Access Accessibility Platform levelaccess.com | 4% | 90 | 58,285 | $983 | 105 | |||
| DubBot dubbot.com | 4% | 34 | 590 | 3 | 6,988 | 10 | ||
| Equally.ai | 4% | |||||||
| Deque axe Monitor deque.com Deque axe Platform 2%, Deque axe Monitor 0% | 2% | 32 | 29,314 | 32 | ||||
| Accessibility Tracker | 2% |
Google's top ten for the two searches hold 17 sites; 6 of them are among the sites the models cited here (accessible.org, acquia.com, g2.com, silktide.com, siteimprove.com, w3.org). The first result for “best website governance and accessibility platform” is acquia.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 website governance and accessibility platform for a mid-market B2B company?”Paraphrase“Which website accessibility and quality monitoring tool would you recommend to a mid-sized B2B company?”Comparative“What are the top website governance and accessibility platforms and how do they differ?”Budget-constrained“What is the best website governance and accessibility platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a website governance and accessibility platform. What should we look at?”Negative“Which website governance and accessibility platforms should I avoid or be cautious about?”
Claude Haiku 4.5Silktide GovernanceAudioEyeChangedSiteimproveDubBot, Pope Techno first choiceagainst: AudioEye, UserWay, accessiBe
Four alternatives
AudioEye, Siteimprove, SortSite, accessiBeThree alternatives
Silktide Governance, Siteimprove, UserWayFive alternatives
Deque axe DevTools, Level Access Accessibility Platform, Monsido, Silktide Governance, SortSiteOne alternative
accessiBeGPT-5.4 miniSiteimproveSiteimproveHeldSiteimproveSilktide Governance, accessiBe accessWidgetagainst: Siteimproveno first choiceagainst: accessiBe
Four alternatives
Acquia Web Governance, DubBot, Level Access Accessibility Platform, Silktide GovernanceOne alternative
Deque axe MonitorFive alternatives
Crownpeak Digital Quality Management, Deque axe Platform, Level Access Accessibility Platform, UserWay, accessiBeGemini 3.5 FlashSilktide Governanceagainst: SiteimproveSilktide GovernanceHeldagainst: Siteimprove, UserWay, accessiBeSiteimproveagainst: AudioEye, UserWay, accessiBePope Techagainst: AudioEye, Silktide Governance, Siteimprove, UserWay, accessiBeSiteimproveagainst: Adally, All in One Accessibility, Allyable, AudioEye, EqualWeb, ReciteMe, Skynet Technologies, UserWay, accessiBe
Four alternatives
Acquia Web Governance, Deque axe Monitor, DubBot, Level Access Accessibility PlatformTwo alternatives
Acquia Optimize, Pope TechSix alternatives
Crownpeak Digital Quality Management, Deque axe Platform, DubBot, Level Access Accessibility Platform, Silktide Governance, StarkSix alternatives
DubBot, Pa11y, Screaming Frog SEO Spider, WAVE Browser Extension, Wave, axe DevToolsFive alternatives
DubBot, Level Access Accessibility Platform, Monsido, Silktide Governance, eSSENTIAL AccessibilityPerplexity SonarSilktide Governanceagainst: SiteimproveSilktide GovernanceHeldagainst: WaveSilktide Governance, Siteimproveagainst: AudioEye, EqualWeb, UserWay, WavePope Techagainst: Siteimproveno first choiceagainst: AudioEye, EqualWeb, Squarespace, UserWay, Wix, accessiBe
Two alternatives
DubBot, Level Access Accessibility PlatformTwo alternatives
Siteimprove, axe DevToolsFive alternatives
Acquia Web Governance, Deque axe Monitor, Level Access Accessibility Platform, Pope Tech, axe DevToolsTwo alternatives
Silktide Governance, axe DevToolsGrok 4.20SiteimproveSiteimproveHeldSilktide Governance, Siteimproveagainst: AudioEye, UserWay, accessiBeEqually.aiagainst: Acquia, Adobe Experience ManagerLevel Access Accessibility Platform, Silktide Governance, Siteimproveagainst: AudioEye, Wave, accessiBe, axe browser extensionagainst: AudioEye, EqualWeb, Helperbird, MaxAccess, UserWay, accessiBe
Eight alternatives
Acquia Web Governance, AudioEye, DubBot, Equally.ai, Level Access Accessibility Platform, Monsido, Silktide Governance, UserWayThree alternatives
Deque axe Monitor, Equally.ai, UserWayThree alternatives
Acquia Web Governance, Deque axe Platform, Level Access Accessibility PlatformFour alternatives
All in One Accessibility, Siteimprove, UserWay Accessibility Widget, accessiBeFive alternatives
Acquia Web Governance, Crownpeak Digital Quality Management, Deque axe Platform, Evinced, TPGiMistral SmallSiteimproveno first choiceChangedSilktide GovernanceRecite Me, UserWayno first choicenothing named
Two alternatives
Acquia Web Governance, DubBotThree alternatives
Monsido, Siteimprove, UserWayThree alternatives
Accessibly, DubBot, Silktide GovernanceDeepSeek V4 FlashAcquia Web Governance, Siteimproveagainst: Crownpeak DQMSilktide GovernanceChangedagainst: UserWay, accessiBeSilktide Governance, Siteimproveagainst: UserWay, accessiBePope Techagainst: Deque axe Platform, SiteimproveDeque axe Platform, Level Access Accessibility Platform, Silktide Governance, Siteimproveagainst: AudioEye, UserWay, accessiBeagainst: AudioEye, UserWay, accessiBe
One alternative
Silktide GovernanceTwo alternatives
Acquia Web Governance, SiteimproveThree alternatives
Acquia Optimize, AudioEye, Level Access Accessibility PlatformFour alternatives
AllAccessible, Equally.ai, Wave, accessiBeLlama 4 MaverickAcquia Web Governanceno first choiceChangedno first choiceAccessibility Trackeragainst: Siteimproveno first choicenothing named
Four alternatives
Monsido, Pope Tech, Silktide Governance, SiteimproveTwo alternatives
DubBot, Elfsight Accessibility WidgetQwen 3.7 FlashWordPressEqually.aiChangedagainst: SiteimproveSilktide GovernanceRatedWithAIagainst: UserWayno first choiceagainst: Arqus, AudioEye, EqualWeb, Recite Me, UserWay, accessiBe
Four alternatives
Drupal, Level Access Accessibility Platform, Microsoft SharePoint Online, accessiBeTwo alternatives
Deque axe Platform, MonsidoSeven alternatives
Equally.ai, Level Access Accessibility Platform, Monsido, PowerMapper, Siteimprove, UserWay, accessiBeTwo alternatives
Accessibility Tracker, Pope TechKimi K2SiteimproveSiteimproveHeldSiteimproveRatedWithAIagainst: Monsido, Silktide Governance, Siteimproveno first choiceagainst: AudioEye, UserWay, accessiBe
Two alternatives
Acquia Web Governance, Silktide GovernanceTwo alternatives
Silktide Governance, accessiBeEight alternatives
Acquia Web Governance, Askem, AudioEye, DubBot, Level Access Accessibility Platform, Silktide Governance, UserWay, accessiBeFour alternatives
DubBot, Lighthouse, Wave, axe DevToolsGLM 4.7 FlashXAcquia Web Governanceagainst: SiteimproveSiteimproveChangedMonsido / Acquia Web Governance, Siteimproveagainst: UserWay, accessiBeRatedWithAIagainst: A11yWatch, Waveno first choicenothing named
Four alternatives
EqualWeb, Insytful, Silktide Governance, UserWayOne alternative
Accessibility TrackerFive alternatives
Accessibility Insights, Deque axe Platform, Level Access Accessibility Platform, Silktide Governance, WaveThree alternatives
Accessible Web RAMP, Skynet Technologies All in One Accessibility, UserWayMiniMax M2.5Silktide GovernanceSilktide GovernanceHeldSiteimproveagainst: UserWay, accessiBeRatedWithAIno first choiceagainst: AudioEye, Squarespace, UserWay, Wix, accessiBe
Four alternatives
Accessiway, Acquia Web Governance, Level Access Accessibility Platform, UserWayOne alternative
AudioEyeSix alternatives
AudioEye, Level Access Accessibility Platform, Monsido, OneTrust, PowerMapper, Silktide GovernanceTwo alternatives
All in One Accessibility, Deque axe DevToolsGPT-6 LunaSilktide GovernanceDubBotChangedSiteimprovePope Techno first choiceagainst: accessiBe
Two alternatives
Acquia Web Governance, SiteimproveOne alternative
Silktide GovernanceFive alternatives
Acquia Web Governance, Deque axe Platform, DubBot, Level Access Accessibility Platform, Silktide GovernanceOne alternative
DubBotMuse Glimmer 30BSiteimproveSiteimproveHeldSilktide Governance, SiteimproveRatedWithAIagainst: Acquia Web Governance, Silktide Governance, Siteimproveno first choiceagainst: AudioEye, EqualWeb, Framer, UserWay, Wix, accessiBe
Two alternatives
Acquia Web Governance, Silktide GovernanceTwo alternatives
Deque axe Monitor, MonsidoThree alternatives
Acquia Web Governance, Deque axe DevTools, Level Access Accessibility PlatformFour alternatives
All in One Accessibility, AllAccessible AI, Deque axe DevTools, WaveBold 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 13:04 | yes | 18 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:25 | yes | 3 | 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 08:52 | yes | 10 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:07 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:26 | yes | 15 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:58 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:31 | yes | 24 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:22 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:23 | no | 0 | 41 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:54 | yes | 9 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:55 | yes | 24 | 70 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:00 | yes | 15 | 41 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:19 | yes | 5 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:23 | yes | 24 | 33 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:22 | yes | 18 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:19 | yes | 2 | 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 16:40 | yes | 9 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 13:00 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:47 | yes | 5 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:37 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:00 | yes | 25 | 59 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:03 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:32 | yes | 9 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:50 | yes | 19 | 46 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:40 | yes | 24 | 67 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:40 | yes | 15 | 28 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:52 | yes | 3 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:07 | yes | 12 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:58 | yes | 16 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:38 | yes | 5 | 10 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 17:23 | yes | 12 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 14:01 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:12 | yes | 5 | 16 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:24 | yes | 10 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:18 | yes | 25 | 48 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:30 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:15 | yes | 10 | 31 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:52 | yes | 20 | 26 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:12 | yes | 25 | 59 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:06 | yes | 10 | 63 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:35 | yes | 8 | 28 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:41 | yes | 24 | 38 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:24 | yes | 19 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:13 | yes | 3 | 5 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 09:10 | yes | 10 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 10:29 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:18 | yes | 13 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:06 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:17 | yes | 24 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:05 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:35 | yes | 10 | 47 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:00 | yes | 20 | 56 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:23 | yes | 25 | 81 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:04 | yes | 5 | 27 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:54 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:42 | yes | 20 | 21 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:09 | yes | 18 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:07 | yes | 7 | 8 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 14:05 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:14 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:25 | yes | 9 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:14 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:36 | yes | 23 | 38 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:42 | yes | 9 | 5 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:27 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:30 | yes | 13 | 27 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:06 | yes | 15 | 44 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:43 | yes | 10 | 46 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:54 | yes | 5 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:07 | yes | 15 | 29 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:56 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:35 | yes | 3 | 6 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 11:54 | yes | 12 | 19 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 17:03 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:30 | yes | 14 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:47 | yes | 8 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:30 | yes | 24 | 44 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:51 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:46 | yes | 10 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:00 | yes | 24 | 24 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:41 | yes | 24 | 32 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:38 | no | 0 | 24 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:46 | yes | 2 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:01 | yes | 19 | 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
Acquia Web Governance formerly Monsido read as Acquia Web Governance
Acquia Web Governance, formerly Monsido read as Acquia Web Governance
Acquia/Monsido read as Acquia Web Governance
Crownpeak read as Crownpeak Digital Quality Management
Crownpeak (incorporating Monsido) read as Crownpeak Digital Quality Management
Deque read as Deque axe Platform
Deque (axe DevTools) read as Deque axe Platform
Deque (axe) read as Deque axe Platform
Deque Systems (axe DevTools) read as Deque axe Platform
Deque Systems (axe Platform / WorldSpace) read as Deque axe Platform
Deque Systems (axe suite) read as Deque axe Platform
Deque Systems (axe) read as Deque axe Platform
Level Access read as Level Access Accessibility Platform
Silktide read as Silktide Governance
Siteimprove.ai read as Siteimprove
Unresolved, counted raw
ARC Toolkit
Accessi.org
Accessible.org
Accessibly
Accessiway
Acquia
Adally
AllyProof
Arqus
Barrier Break
Cynthia Says
Dynomapper
Helperbird
IBM Equal Access
Jira Service Desk
MaxAccess
Microsoft SharePoint Online
ReciteMe
Skynet Technologies All in One Accessibility
WAVE Browser Extension
WAVE Web Accessibility Evaluation Tool
accessiBe accessWidget
axe browser extension
Discontinued, still offered
No shut-down product was recommended here.