Website governance and accessibility for enterprise buyers
Asked as “website governance and accessibility platform”, and as “website accessibility and quality monitoring tool”, on behalf of an enterprise B2B company. 48 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
62%
SiteimproveClear leader
62Siteimprove15Level Access08Silktide15others
62% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
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
Siteimprove vs MonsidoSiteimprove vs WaveSiteimprove vs Pope TechSiteimprove vs AudioEyeSilktide vs Acquia Web GovernanceSilktide vs UserWaySilktide vs MonsidoSilktide vs WaveSilktide vs Pope TechSilktide vs AudioEyeAcquia Web Governance vs UserWayAcquia Web Governance vs MonsidoAcquia Web Governance vs WaveAcquia Web Governance vs Pope TechAcquia Web Governance vs AudioEyeUserWay vs MonsidoUserWay vs WaveUserWay vs Pope TechUserWay vs AudioEyeMonsido vs WaveMonsido vs Pope TechMonsido vs AudioEyeWave vs Pope TechWave vs AudioEyePope Tech vs AudioEye
One product takes 62% of first choices here, so the chart would put seven markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Three products carry a negative rate above 25% in this category.
What they warned about
Seven of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash and Kimi K2 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.
accessiBe64%
14 of 22 labels negative · 9 of 14 models · 9 hard negative
“"One-click" or AI widget solutions (like accessiBe-style overlays) — these don't remediate your source code and can actually increase legal risk.” DeepSeek V4 Flash, scale prompt
UserWay92%
11 of 12 labels negative · 8 of 14 models · 7 hard negative
“**Avoid entirely**: accessiBe, UserWay, and any other pure JavaScript overlay claiming automatic compliance.” DeepSeek V4 Flash, negative prompt
AudioEye43%
9 of 21 labels negative · 8 of 14 models · 6 hard negative
“Publicly traded but still deploys overlay layer; hybrid model obscures what "human" work is actually performed” Kimi K2, negative prompt
EqualWeb
89%
8 of 9 labels negative · 7 of 14 models · 6 hard negative
“Strongly Avoid: Accessibility Overlays/Widgets - **Examples**: Tools like AccessiBe, UserWay, EqualWeb” Grok 4.1 Fast, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
76 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1119 links across 259 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.
40 answers · 62 citations · 11 models
vendor site · Silktide36 answers · 45 citations · 12 models
33 answers · 67 citations · 12 models
30 answers · 59 citations · 10 models
vendor site · Siteimprove28 answers · 44 citations · 10 models
vendor site · Guideflow27 answers · 39 citations · 9 models
26 answers · 26 citations · 10 models
vendor site · AccessibilityChecker.org25 answers · 37 citations · 11 models
vendor site · Acquia18 answers · 31 citations · 12 models
vendor site · AudioEye18 answers · 27 citations · 11 models
vendor site · SourceForge18 answers · 25 citations · 9 models
17 answers · 27 citations · 9 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 · 12 models
26 answers · 9 models
26 answers · 10 models
23 answers · 10 models
17 answers · 8 models
16 answers · 9 models
15 answers · 10 models
13 answers · 8 models
13 answers · 7 models
13 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 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 | 62% | 179 | 6,600 | 122 | 117,981 | 50 | 4 | |
| Level Access levelaccess.com | 15% | 64 | 2,400 | 891 | 58,285 | $983 | 105 | |
| Silktide silktide.com | 8% | 126 | 1,300 | 14 | 4,961 | 0 | 3 | |
| Acquia acquia.com Acquia Web Governance 6%, Acquia Optimize 0% | 6% | 72 | 3,600 | 216 | 72,942 company | $2,943 | 92 | 1 |
| Deque axe Monitor deque.com Deque axe Platform 2%, Deque axe Monitor 0% | 2% | 31 | 29,314 | 32 | ||||
| Monsido monsido.com | 2% | 33 | 480 | 5 | 242 | |||
| AllAccessible allaccessible.org | 2% | 3 | ||||||
| accessiBe accessibe.com | 2% | 87 | 5,400 | 104 | 36,180 | 59 | ||
| Recite Me reciteme.com | 0% | 8 | 7 | |||||
| TPGi | 0% |
Google's top ten for the two searches hold 17 sites; 4 of them are among the sites the models cited here (acquia.com, g2.com, silktide.com, siteimprove.com). 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 an enterprise B2B company?”Paraphrase“Which website accessibility and quality monitoring tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade website governance and accessibility platforms and how do they differ?”Budget-constrained“What is the best website governance and accessibility platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a website governance and accessibility platform. What should we look at?”Negative“Which website governance and accessibility platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5SiteimproveDeque axe PlatformChangedSiteimproveSiteimproveno first choiceagainst: DigitalA11Y
Two alternatives
Level Access, SilktideThree alternatives
Lighthouse, Siteimprove, axe DevToolsThree alternatives
AudioEye, Axe Monitor, Level AccessOne alternative
Level AccessGPT-5.4 miniLevel AccessSiteimproveChangedSiteimproveLevel Accessagainst: accessiBeSiteimprovenothing named
One alternative
Acquia Web GovernanceOne alternative
accessiBeSix alternatives
Acquia Optimize, AudioEye, Deque axe Platform, Level Access, Monsido, WaveOne alternative
SiteimproveOne alternative
accessiBeGemini 3.5 FlashSiteimproveSiteimproveHeldSilktide, SiteimproveSilktideno first choiceagainst: AudioEye, EqualWeb, UserWay, accessiBe
Four alternatives
Acquia Web Governance, Deque axe Platform, Level Access, SilktideThree alternatives
Acquia Web Governance, Deque axe Monitor, SilktideFour alternatives
Acquia Web Governance, Deque axe Platform, Level Access, TPGiThree alternatives
Acquia Optimize, Pope Tech, SiteimprovePerplexity SonarSiteimproveSiteimproveHeldSiteimproveagainst: Kontent.ai, OpenText Content Hub, YextSiteimproveno first choiceagainst: Enzuzo, Mida, Screaming Frog SEO Spider, Unbounce
Three alternatives
Acquia Web Governance, DubBot, PowerMapperTwo alternatives
Axe Monitor, Level AccessFour alternatives
Acquia Web Governance, Adobe Experience Manager, CoreMedia, dotCMSTwo alternatives
Acquia Web Governance, ClymGrok 4.1 FastSiteimproveagainst: UserWay, accessiBeSiteimproveHeldSilktide, Siteimproveagainst: UserWay, accessiBeSiteimproveagainst: AudioEye, Deque axe Monitor, UserWay, accessiBeno first choiceagainst: Accessibility Insights, Acquia, All in One Accessibility, Amplience, AudioEye, EqualWeb, Google Lighthouse, Pa11y, UserWay, Wave, accessiBe
Three alternatives
Level Access Accessibility Platform, Monsido, SilktideThree alternatives
AudioEye, Level Access, Recite MeFour alternatives
Acquia Web Governance, AudioEye, Deque axe Platform, Level AccessTwo alternatives
Level Access, SilktideMistral SmallAcquia Web Governance, SiteimproveSiteimproveChangedSilktideSiteimproveno first choicenothing named
Two alternatives
Silktide, accessiBeOne alternative
Recite MeFive alternatives
Level Access, Recite Me, Sitecore, Siteimprove, accessiBeDeepSeek V4 FlashSilktideSiteimproveChangedSilktide, SiteimproveAllAccessible, SilktideSiteimproveagainst: accessiBeagainst: AudioEye, Crownpeak, Siteimprove, SortSite, UserWay, accessiBe
Four alternatives
Acquia Web Governance, Crownpeak, Deque axe Platform, SiteimproveThree alternatives
AudioEye, Level Access, SilktideThree alternatives
Deque axe Platform, Level Access, Monsido/AcquiaTwo alternatives
Level Access, SiteimproveSix alternatives
AllyScan Enterprise, Crownpeak DQM, Deque axe Platform, Level Access, Monido, SilktideLlama 4 Maverickno first choiceSilktideChangedno first choiceSiteimproveLevel Accessagainst: Level Access, Silktide, Siteimprove
Two alternatives
AllAccessible, AudioEyeQwen 3.7 FlashLevel Accessagainst: SitecoreSiteimproveChangedSiteimproveSiteimproveno first choiceagainst: AudioEye, EqualWeb
Two alternatives
Adobe Experience Manager, Deque axe PlatformThree alternatives
Datadog, Dynatrace, PerceptriumFour alternatives
Acquia Web Governance, Deque axe Platform, Level Access, Recite MeOne alternative
Deque axe PlatformKimi K2SiteimproveLevel AccessChangedSiteimproveagainst: EqualWebMonsidoagainst: Level AccessLevel Accessagainst: AudioEye, DubBot, EqualWeb, MaxAccess, Monsido, Siteimprove, User1st, UserWay, accessiBe
Five alternatives
DubBot, Level Access, Monsido, Silktide, TPGiOne alternative
SiteimproveFour alternatives
Acquia Web Governance, Deque axe Platform, Level Access, SilktideTwo alternatives
Deque axe Platform, SiteimproveFour alternatives
AudioEye, Deque axe DevTools, Silktide, SiteimproveGLM 4.7 FlashXSiteimproveSiteimproveHeldAcquia Web Governance, Siteimproveagainst: accessiBeSiteimproveno first choiceagainst: AudioEye, EqualWeb, Fable, UserWay, accessWidget, accessiBe
Three alternatives
Acquia Web Governance, Level Access, SilktideOne alternative
Deque's axe MonitorFour alternatives
AudioEye, Deque axe Platform, Level Access, Microsoft Accessibility InsightsTwo alternatives
Deque axe Platform, Level AccessMiniMax M2.5SiteimproveSiteimproveHeldno first choiceLevel Access, accessiBeagainst: Deque axe Platformno first choiceagainst: Accessibly, AudioEye, EqualWeb, Max Access, UserWay, accessiBe
One alternative
Acquia Web GovernanceThree alternatives
AudioEye, Deque axe Monitor, Level AccessOne alternative
SiteimproveGPT-6 LunaSiteimproveSiteimproveHeldno first choiceagainst: Crownpeak Digital Quality ManagementAcquia Web Governanceno first choiceagainst: UserWay, accessiBe
Three alternatives
Acquia Web Governance, Deque axe Monitor, SilktideOne alternative
Deque’s axe platformOne alternative
SiteimproveMuse Glimmer 30BSiteimproveSiteimproveHeldLevel Access, SiteimproveAcquia Web Governanceagainst: Siteimproveno first choiceagainst: AudioEye, EqualWeb, UserWay, accessiBe
Three alternatives
Level Access Accessibility Platform, Monsido, SilktideOne alternative
MonsidoFour alternatives
Adobe Experience Manager, AEM, AudioEye, Monsido / Acquia Web Governance, ObservePointOne alternative
AccessibilityChecker.orgBold 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 | 2026-10-05 00:24 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:47 | yes | 2 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:09 | yes | 13 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:17 | yes | 16 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:55 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:54 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:48 | yes | 23 | 38 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:44 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:01 | no | 0 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:03 | yes | 16 | 28 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:03 | yes | 15 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:59 | yes | 10 | 23 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:02 | yes | 5 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:40 | yes | 10 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:25 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:46 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:56 | yes | 12 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:26 | yes | 20 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:02 | yes | 22 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:42 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:17 | yes | 22 | 34 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:15 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:52 | no | 0 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:44 | yes | 14 | 15 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:03 | yes | 16 | 35 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:10 | yes | 14 | 38 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:38 | yes | 3 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:28 | yes | 15 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:40 | yes | 17 | 14 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:10 | yes | 9 | 14 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:57 | yes | 20 | 33 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:25 | yes | 15 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:20 | yes | 23 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:16 | yes | 10 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:28 | yes | 22 | 55 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:51 | yes | 9 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:12 | yes | 25 | 48 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:11 | yes | 20 | 45 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:28 | yes | 23 | 37 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:21 | yes | 14 | 30 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:42 | yes | 7 | 31 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:21 | yes | 24 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:22 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:13 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:23 | yes | 22 | 31 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:18 | yes | 13 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:10 | yes | 23 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:26 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:47 | yes | 24 | 56 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:23 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:44 | no | 0 | 29 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:38 | yes | 22 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:06 | yes | 22 | 79 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:29 | yes | 24 | 48 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:22 | yes | 3 | 22 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:32 | yes | 21 | 21 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:44 | yes | 28 | 15 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:14 | yes | 5 | 13 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:25 | no | 0 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:19 | yes | 17 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:24 | yes | 19 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:56 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:02 | yes | 23 | 83 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:34 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:19 | yes | 5 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:47 | yes | 24 | 32 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:25 | yes | 25 | 81 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:31 | no | 0 | 57 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:09 | yes | 4 | 28 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:53 | yes | 13 | 31 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:30 | yes | 18 | 13 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:47 | yes | 6 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:35 | yes | 20 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 23:57 | yes | 18 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:45 | yes | 21 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:35 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:46 | yes | 25 | 36 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:33 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:28 | no | 0 | 29 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:39 | yes | 25 | 23 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:27 | yes | 24 | 22 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:03 | yes | 19 | 74 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:27 | yes | 3 | 30 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:01 | yes | 18 | 22 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 Monsido read as Acquia Web Governance
Deque read as Deque axe Platform
Deque (Axe Monitor) read as Deque axe Platform
Deque (axe Suite) read as Deque axe Platform
Deque (axe suite) read as Deque axe Platform
Deque (axe) read as Deque axe Platform
Deque (axe®) read as Deque axe Platform
Deque Systems read as Deque axe Platform
Deque Systems (Axe Enterprise) read as Deque axe Platform
Deque Systems (Axe Platform) read as Deque axe Platform
Deque Systems (axe Enterprise) read as Deque axe Platform
Deque Systems (axe Suite) read as Deque axe Platform
Deque Systems (axe platform) read as Deque axe Platform
WebYes read as WebYes Accessibility
Unresolved, counted raw
Accessibly
Acquia
All Accessible
AllyScan Enterprise
Amplience
Deque Digital Accessibility Platform
Deque's axe Monitor
Deque’s axe platform
DigitalA11Y
Max Access
MaxAccess
Monido (Acquia Web Governance)
OpenText Content Hub
Perceptrium
Salesforce Digital Accessibility
TestParty
User1st
Welcoming Web
Discontinued, still offered
No shut-down product was recommended here.