Consent and privacy management for enterprise buyers
Asked as “consent management platform”, and as “cookie consent and privacy compliance tool”, on behalf of an enterprise B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
63%
Clear leader
63OneTrust09Ketch06Osano22others
63% of first choices, clear leader.
Since September 2026▲+6Since September 2026: 55% → 60%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.OneTrust held the lead, +6 points on 55%, 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 business
CookieYes46%Clear leader▼−1Since September 2026: 48% → 47%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-market
Osano31%Contested↗new leaderNew leader since September 2026: Osano (27%) replaces Enzuzo (25% then, 9% now), 18 points clear, past the 11-point floor.Standing →Enterprise
OneTrust63%Clear leader▲+6Since September 2026: 55% → 60%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This page
CookieYes46%Clear leader▼−1Since September 2026: 48% → 47%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketOsano31%Contested↗new leaderNew leader since September 2026: Osano (27%) replaces Enzuzo (25% then, 9% now), 18 points clear, past the 11-point floor.Standing →EnterpriseOneTrust63%Clear leader▲+6Since September 2026: 55% → 60%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageThe 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 rateLabelsQuadrantSince September 2026
01OneTrust63%25%75criticized default▲+6Since September 2026: 55% → 60%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.55% → 60%
OneTrust63%25%75criticized default▲+6Since September 2026: 55% → 60%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.55% → 60%02
Ketch9%2%43accepted challenger▼−13Since September 2026: 24% → 10%, −13 points. Past the 11-point floor: movement. Read over the models both editions asked.24% → 10%
Ketch9%2%43accepted challenger▼−13Since September 2026: 24% → 10%, −13 points. Past the 11-point floor: movement. Read over the models both editions asked.24% → 10%03
TrustArc6%10%49accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%
TrustArc6%10%49accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%04
Usercentrics CMP6%18%44accepted challenger▼−2Since September 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%
Usercentrics CMP6%18%44accepted challenger▼−2Since September 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%05Osano6%10%31accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%
Osano6%10%31accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%Show the three products at 0%, ordered by negative rate
08
Cookiebot0%54%28criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Cookiebot0%54%28criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%07
Sourcepoint0%14%14accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Sourcepoint0%14%14accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%06
Didomi0%9%35accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Didomi0%9%35accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 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 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Osano vs EnzuzoOsano vs consentmanagerOsano vs TermlyOsano vs KetchCookieYes vs CookiebotCookieYes vs Usercentrics CMPCookieYes vs EnzuzoCookieYes vs consentmanagerCookieYes vs TermlyCookieYes vs KetchCookiebot vs Usercentrics CMPCookiebot vs EnzuzoCookiebot vs consentmanagerCookiebot vs TermlyCookiebot vs KetchUsercentrics CMP vs EnzuzoUsercentrics CMP vs consentmanagerUsercentrics CMP vs TermlyUsercentrics CMP vs KetchEnzuzo vs consentmanagerEnzuzo vs TermlyEnzuzo vs Ketchconsentmanager vs Termlyconsentmanager vs KetchTermly vs Ketch
One product takes 63% 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. Two products carry a negative rate above 25% in this category.
What they warned about
Ten of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Mistral Small, 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.
OneTrust25%
19 of 75 labels negative · 13 of 14 models · 4 hard negative
“What to Avoid for Predictable Costs - **OneTrust:** Quote-only, $10K+/year minimum... highly unpredictable” MiniMax M2.5, budget prompt
Cookiebot54%
15 of 28 labels negative · 10 of 14 models · 6 hard negative
“The "Set-and-Forget" SMB Tools (e.g., Cookiebot, CookieYes) ... can create major technical and financial headaches at the enterprise level.” Gemini 3.5 Flash, negative prompt
Usercentrics CMP18%
8 of 44 labels negative · 8 of 14 models · 2 hard negative
“Avoid for Your Needs - Per-usage (unpredictable): Usercentrics (per-session)” Grok 4.1 Fast, budget prompt
CookieYes89%
8 of 9 labels negative · 7 of 14 models · 5 hard negative
“The "Set-and-Forget" SMB Tools (e.g., Cookiebot, CookieYes) ... can create major technical and financial headaches at the enterprise level.” 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
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. 1110 links across 192 sites, every framing counted. Ranked by the number of answers carrying the site or page. 1 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 · Usercentrics49 answers · 80 citations · 14 models
vendor site · Enzuzo48 answers · 95 citations · 12 models
vendor site · Ketch38 answers · 57 citations · 14 models
vendor site · Consently36 answers · 47 citations · 11 models
34 answers · 34 citations · 9 models
vendor site · Osano33 answers · 46 citations · 12 models
30 answers · 50 citations · 12 models
vendor site · Secure Privacy26 answers · 31 citations · 12 models
vendor site · Reflectiz25 answers · 25 citations · 11 models
24 answers · 24 citations · 10 models
vendor site · Gartner23 answers · 28 citations · 11 models
vendor site · Privado.ai22 answers · 25 citations · 10 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.
34 answers · 9 models
34 answers · 12 models
32 answers · 13 models
30 answers · 11 models
25 answers · 11 models
23 answers · 10 models
22 answers · 9 models
20 answers · 10 models
20 answers · 10 models
20 answers · 10 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 consent management platform”, “consent management 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 |
|---|---|---|---|---|---|---|---|---|
| OneTrust onetrust.com OneTrust 63%, OneTrust Privacy Automation 0% | 63% | 148 | 14,800 | 624 | 54,294 | 58 | 9 | |
| Ketch ketch.com | 9% | 76 | 12,100 | 1,275 | 6,612 | 46 | 4 | |
| TrustArc trustarc.com | 6% | 77 | 2,400 | 37 | 24,562 | 17 | ||
| Usercentrics CMP usercentrics.com | 6% | 106 | 30 | 0 | 67,472 | $494 | 36 | 6 |
| Osano osano.com | 6% | 107 | 2,400 | 28 | 36,277 | 46 | 3 | |
| Enzuzo enzuzo.com | 4% | 35 | 320 | 1 | 11,682 | 1 | 1 | |
| UniConsent uniconsent.com | 2% | 2 | ||||||
| Clym clym.io | 2% | 5 | 4 | |||||
| Biteful | 2% | |||||||
| ConsentStack consentstack.io | 2% | 1 |
Google's top ten for the two searches hold 16 sites; 7 of them are among the sites the models cited here (enzuzo.com, g2.com, gartner.com, ketch.com, osano.com, secureprivacy.ai, usercentrics.com). The first result for “best consent management platform” is enzuzo.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 consent management platform for an enterprise B2B company?”Paraphrase“Which cookie consent and privacy compliance tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade consent management platforms and how do they differ?”Budget-constrained“What is the best consent management 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 consent management platform. What should we look at?”Negative“Which consent management platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5OneTrustOneTrustHeldOneTrustConsentStackagainst: OneTrustOneTrustagainst: Usercentrics CMP
Two alternatives
Didomi, KetchTwo alternatives
Ketch, TrustArcThree alternatives
Didomi, Ketch, TrustArcThree alternatives
Ketch, TrustArc, Usercentrics CMPTwo alternatives
Ketch, TrustArcGPT-5.4 miniTrustArcOneTrustChangedagainst: CookiebotOneTrustUsercentrics CMPagainst: OneTrustno first choiceagainst: OneTrust
Three alternatives
Didomi, OneTrust, Usercentrics CMPOne alternative
TrustArcFour alternatives
Ketch, Transcend, TrustArc, Usercentrics CMPOne alternative
CookiebotGemini 3.5 FlashOneTrustOneTrustHeldno first choiceEnzuzoagainst: Cookiebot, OneTrust, Osano, Usercentrics CMPOneTrustagainst: CookieYes, Cookiebot, Didomi, OneTrust, Sourcepoint
Three alternatives
Didomi, Ketch, OsanoTwo alternatives
Ketch, Usercentrics CMPSix alternatives
Didomi, Ketch, OneTrust, Osano, Transcend, TrustArcOne alternative
KetchThree alternatives
Didomi, Ketch, OsanoPerplexity SonarOneTrustOneTrustHeldOneTrust, SourcepointClymagainst: OneTrustno first choiceagainst: CookieYes, Cookiebot, Ketch, OneTrust
Four alternatives
Didomi, Ketch, Osano, Salesforce's Agentforce 360 PlatformTwo alternatives
Cookie Information, Usercentrics CMPFive alternatives
Didomi, Ketch, Osano, Usercentrics CMP, consentmanagerOne alternative
OsanoGrok 4.1 FastOneTrustOneTrustHeldOneTrustKetchagainst: Consently, CookieYes, Cookiebot, Didomi, Enzuzo, OneTrust, Usercentrics CMP, iubendaOneTrustagainst: Cookiebot, Google Funding Choices, TrustArc
Two alternatives
TrustArc, Usercentrics CMPThree alternatives
Cookiebot, TrustArc, Usercentrics CMPSix alternatives
Didomi, Ketch, Osano, Sourcepoint, TrustArc, Usercentrics CMPTwo alternatives
Osano, TrustArcTwo alternatives
Ketch, Usercentrics CMPMistral SmallOneTrustagainst: CookiebotOsano, Usercentrics CMPChangedOneTrustOneTrustagainst: Reflectiz, Usercentrics CMPno first choiceagainst: Cookiebot, Crownpeak, Didomi, InMobi CMP, OneTrust, TrustArc
Three alternatives
Didomi, Osano, TrustArcTwo alternatives
OneTrust, iubendaEight alternatives
Cookiebot, DataGrail, Didomi, Ketch, Osano, Sourcepoint, Usercentrics CMP, consentmanagerDeepSeek V4 FlashOneTrustagainst: CookiebotOneTrustHeldOneTrustOsanoKetch, OneTrustagainst: Enzuzo, Osano, Sourcepointagainst: AdOpt, Consentik, CookieYes, Enzuzo, consentmanager, iubenda
Three alternatives
Ketch, TrustArc, Usercentrics CMPThree alternatives
Didomi, Ketch, TrustArcFive alternatives
Didomi, Ketch, Osano, TrustArc, Usercentrics CMPThree alternatives
Ketch, OneTrust, Usercentrics CMPTwo alternatives
Didomi, Usercentrics CMPLlama 4 MaverickOneTrustOneTrustHeldno first choiceOneTrustno first choiceagainst: OneTrust
Two alternatives
Reflectiz, TrustArcThree alternatives
Cookiebot, Enzuzo, consentmanagerQwen 3.7 FlashOneTrustOneTrustHeldDidomi, OneTrust Privacy AutomationBiteful, Osanoagainst: OneTrustno first choiceagainst: OneTrust, TrustArc, Usercentrics CMP, Vanta
Two alternatives
Ketch, TrustArcTwo alternatives
Securiti, Usercentrics CMPFour alternatives
Osano, Sourcepoint, TrustArc, Usercentrics CMPOne alternative
SourcepointKimi K2OneTrustOneTrustHeldOneTrustagainst: Quantcast ChoiceUniConsentagainst: Cookiebot, OneTrust, TrustArc, Usercentrics CMPKetch, OneTrust, TrustArcagainst: CookieYes, Cookiebot, DataCops, iubendaagainst: CookieYes, Cookiebot, iubenda
Three alternatives
Osano, TrustArc, Usercentrics CMPThree alternatives
Didomi, TrustArc, Usercentrics CMPFour alternatives
Didomi, Ketch, TrustArc, Usercentrics CMPOne alternative
EnzuzoTwo alternatives
Enzuzo, Usercentrics CMPGLM 4.7 FlashXKetch, OneTrustOneTrustChangedOneTrustKetchagainst: CookieYes, Cookiebot, OneTrust, iubendano first choiceagainst: OneTrust, TrustArc
Four alternatives
Osano, TrustArc, Usercentrics CMP, iubendaTwo alternatives
Ketch, TrustArcSeven alternatives
Cookiebot, Didomi, Ketch, Osano, Quantcast Choice, Sourcepoint, TrustArcTwo alternatives
Consently, EnzuzoMiniMax M2.5OneTrust, TrustArcOneTrustChangedOneTrustEnzuzoagainst: OneTrust, Usercentrics CMPno first choiceagainst: OneTrust
Three alternatives
Didomi, Ketch, ReflectizThree alternatives
Cookiebot, TrustArc, Usercentrics CMPFour alternatives
Cookiebot, Didomi, Osano, Usercentrics CMPTwo alternatives
Consently, UniConsentGPT-6 LunaOneTrustOneTrustHeldno first choiceUsercentrics CMPno first choiceagainst: Cookiebot, Google Funding Choices, OneTrust, Osano
Three alternatives
Didomi, Ketch, Usercentrics CMPOne alternative
TrustArcEight alternatives
Didomi, Ketch, OneTrust, Osano, Sourcepoint, Transcend, TrustArc, Usercentrics CMPOne alternative
OneTrustMuse Glimmer 30BOneTrustOneTrustHeldDidomi, OneTrust, Usercentrics CMPOneTrustno first choiceagainst: CookieYes, Cookiebot, OneTrust, Usercentrics CMP, iubenda
Three alternatives
Ketch, TrustArc, Usercentrics CMPTwo alternatives
TrustArc, Usercentrics Enterprise Consent ManagementTwo alternatives
Sourcepoint, TrustArcThree alternatives
Didomi, Ketch, Usercentrics CMPBold 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 | 2026-10-01 08:16 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:56 | yes | 2 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:02 | yes | 19 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:22 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:11 | yes | 24 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:51 | yes | 8 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:07 | yes | 22 | 37 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:49 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:49 | yes | 10 | 37 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:33 | yes | 9 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:01 | yes | 14 | 56 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:58 | yes | 7 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:54 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:15 | yes | 13 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:07 | yes | 14 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:11 | yes | 5 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:21 | yes | 11 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:30 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:33 | yes | 24 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:38 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:50 | yes | 24 | 28 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:10 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:49 | no | 0 | 34 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:27 | yes | 15 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:36 | yes | 25 | 32 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:46 | no | 0 | 13 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:11 | yes | 2 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:07 | yes | 15 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:35 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:19 | yes | 7 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:06 | yes | 20 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 12:13 | yes | 20 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:30 | yes | 21 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:29 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:20 | yes | 24 | 48 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:27 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:10 | yes | 25 | 57 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:53 | yes | 23 | 37 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:24 | yes | 22 | 62 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:56 | yes | 9 | 14 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:12 | yes | 8 | 32 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:12 | yes | 23 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:11 | yes | 15 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:21 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:12 | yes | 17 | 35 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 13:24 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:16 | yes | 21 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:12 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:01 | yes | 23 | 26 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:43 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:39 | yes | 5 | 16 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:36 | yes | 23 | 28 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:42 | yes | 22 | 86 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:48 | yes | 19 | 44 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:26 | yes | 2 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:01 | yes | 20 | 46 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:39 | yes | 18 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:04 | yes | 2 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:08 | yes | 12 | 31 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:12 | yes | 25 | 8 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:34 | yes | 23 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 14:04 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:38 | yes | 23 | 57 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:09 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:43 | no | 0 | 39 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 14:13 | yes | 21 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:14 | no | 0 | 66 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:00 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:21 | yes | 3 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:10 | yes | 16 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:24 | yes | 15 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 14:14 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:58 | yes | 22 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 07:59 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:55 | yes | 23 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:41 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:25 | yes | 21 | 39 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:54 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:04 | yes | 15 | 47 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:30 | yes | 24 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:11 | yes | 23 | 71 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:04 | yes | 12 | 30 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:45 | yes | 4 | 26 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:42 | yes | 19 | 37 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
Usercentrics read as Usercentrics CMP
Usercentrics (Cookiebot CMP) read as Usercentrics CMP
Usercentrics (Cookiebot Enterprise) read as Usercentrics CMP
Usercentrics (Cookiebot) read as Usercentrics CMP
Usercentrics (specifically the Cookiebot division) read as Usercentrics CMP
Unresolved, counted raw
Biteful
Consentik
IBM Verify CIAM
OneTrust Privacy Automation
Openli
Salesforce's Agentforce 360 Platform
Usercentrics Cookiebot
Usercentrics Enterprise Consent Management
Discontinued, still offered
No shut-down product was recommended here.