Consent and privacy management
Asked as “consent management platform”, and as “cookie consent and privacy compliance tool”, on behalf of a mid-market B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
25%
Contested · Osano 19%
25Enzuzo19Osano17CookieYes40others
25% of first choices, contested.
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 twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
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
Enzuzo vs iubendaEnzuzo vs TermlyEnzuzo vs Usercentrics CMPEnzuzo vs ComplianzOsano vs CookieYesOsano vs CookiebotOsano vs iubendaOsano vs TermlyOsano vs Usercentrics CMPOsano vs ComplianzCookieYes vs CookiebotCookieYes vs iubendaCookieYes vs TermlyCookieYes vs Usercentrics CMPCookieYes vs ComplianzCookiebot vs iubendaCookiebot vs TermlyCookiebot vs Usercentrics CMPCookiebot vs Complianziubenda vs Termlyiubenda vs Usercentrics CMPiubenda vs ComplianzTermly vs Usercentrics CMPTermly vs ComplianzUsercentrics CMP vs Complianz
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12
13
14
15Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Enzuzo25%
Enzuzo25%02Osano19%
Osano19%03CookieYes17%
CookieYes17%04Cookiebot10%
Cookiebot10%05iubenda6%
iubenda6%06Termly6%
Termly6%07Usercentrics CMP4%
Usercentrics CMP4%08Complianz4%
Complianz4%09consentmanager2%
consentmanager2%10CookieScript2%
CookieScript2%11OneTrust2%
OneTrust2%12Ketch0%
Ketch0%13Secure Privacy0%
Secure Privacy0%14Didomi0%
Didomi0%15TrustArc0%
TrustArc0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.20, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
OneTrust64%
30 of 47 labels negative · 9 of 12 models · 11 hard negative
“What to Avoid at Your Size - OneTrust — Minimum contract now $10,000+/year. Overkill for most mid-sized B2B companies” DeepSeek V4 Flash, paraphrase prompt
Cookiebot26%
11 of 43 labels negative · 7 of 12 models · 5 hard negative
“a German administrative court (Wiesbaden) ruled that a university could not use Cookiebot (a Danish CMP) because Cookiebot served its banners using Akamai” Gemini 3.5 Flash, negative prompt
TrustArc37%
7 of 19 labels negative · 6 of 12 models · 5 hard negative
“High cost: Median contracts around $15,000/year... Slow feature development... Steep learning curve” Kimi K2, negative prompt
Didomi38%
9 of 24 labels negative · 6 of 12 models · 4 hard negative
“Avoid for Mid-Market B2B ... Didomi ... lacks the simplicity mid-sized B2B needs” Mistral Small, paraphrase prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
20 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 285 links across 94 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Osano13 answers · 17 citations · 4 models
vendor site · Usercentrics12 answers · 15 citations · 3 models
vendor site · Secure Privacy11 answers · 13 citations · 3 models
vendor site · Enzuzo10 answers · 24 citations · 3 models
vendor site · Consently10 answers · 14 citations · 3 models
vendor site · Ketch8 answers · 10 citations · 3 models
vendor site · Ethyca8 answers · 9 citations · 3 models
vendor site · Elementor7 answers · 7 citations · 3 models
vendor site · iubenda6 answers · 9 citations · 3 models
6 answers · 8 citations · 2 models
vendor site · CookieYes6 answers · 7 citations · 2 models
6 answers · 7 citations · 2 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.
10 answers · 3 models
8 answers · 3 models
8 answers · 3 models
8 answers · 3 models
8 answers · 3 models
8 answers · 3 models
6 answers · 2 models
6 answers · 2 models
5 answers · 2 models
5 answers · 3 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 |
|---|---|---|---|---|---|---|---|---|
| Enzuzo enzuzo.com | 25% | 16 | 320 | 1 | 11,682 | 1 | 1 | |
| Osano osano.com | 19% | 91 | 2,400 | 28 | 36,277 | 46 | 3 | |
| CookieYes cookieyes.com | 17% | 100 | 2,900 | 25 | 32,291 | 42 | ||
| Cookiebot cookiebot.com Cookiebot 10%, Cookiebot CMP 0% | 10% | 125 | 3,600 | 76 | 12,326 | $234 | 120 | |
| iubenda iubenda.com | 6% | 75 | 1,600 | 23 | 149,415 | 46 | ||
| Termly termly.io | 6% | 61 | 5,400 | 62 | 245,341 | 35 | 8 | |
| Usercentrics CMP usercentrics.com | 4% | 115 | 30 | 0 | 67,472 | $494 | 36 | 6 |
| Complianz complianz.io | 4% | 30 | 880 | 12 | 1,091 | |||
| consentmanager consentmanager.net | 2% | 28 | 170 | 0 | 427 | 0 | ||
| CookieScript cookie-script.com | 2% | 19 | 210 | 0 | 24,256 | 13 |
Google's top ten for the two searches hold 16 sites; 5 of them are among the sites the models cited here (enzuzo.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 a mid-market B2B company?”Paraphrase“Which cookie consent and privacy compliance tool would you recommend to a mid-sized B2B company?”Comparative“What are the top consent management platforms and how do they differ?”Budget-constrained“What is the best consent management platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a consent management platform. What should we look at?”Negative“Which consent management platforms should I avoid or be cautious about?”
Claude Haiku 4.5no first choiceiubendaChangedno first choiceCookieYesno first choicenothing named
Four alternatives
Cookiebot, Enzuzo, OneTrust, TermlyFour alternatives
Cookiebot, TermsFeed, consentmanager, iubendaGPT-5.4 miniOsanoagainst: OneTrustiubendaChangedagainst: OneTrust, OsanoOneTrust, TrustArcComplianz, Termlyagainst: Osanono first choicenothing named
One alternative
TrustArcTwo alternatives
CookieYes, TermlyFour alternatives
Cookiebot, Didomi, Osano, TranscendOne alternative
CookiebotGemini 3.5 FlashOsanoagainst: OneTrust, TrustArcOsanoHeldagainst: CookieYes, OneTrust, Termlyno first choiceCookieYes, Silktide Consent Manageragainst: CookiebotOsanoagainst: OneTrustagainst: Cookiebot, OneTrust
Two alternatives
Ketch, Usercentrics CMPFour alternatives
Didomi, Enzuzo, Ketch, Usercentrics CMPSeven alternatives
CookieYes, Didomi, Enzuzo, Ketch, OneTrust, Osano, Usercentrics CMPFour alternatives
Complianz, Enzuzo, Klaro!, iubendaThree alternatives
Cookiebot, Ketch, Usercentrics CMPPerplexity SonarEnzuzoEnzuzoHeldOneTrustCookieYes, Cookiebotno first choiceagainst: Axeptio, Consently, CookieYes
Four alternatives
Cookiebot, OneTrust, Osano, Usercentrics CMPThree alternatives
CookieYes, Cookiebot, OsanoTen alternatives
CookieScript, CookieYes, Cookiebot, Didomi, Ketch, Osano, TrustArc, Usercentrics CMP, consentmanager, iubendaTwo alternatives
Complianz, InMobi ChoiceGrok 4.20Enzuzoagainst: AdOpt, CookieScript, Didomi, OneTrust, TrustArcCookiebotChangedagainst: OneTrust, iubendaCookiebot, OneTrustagainst: OsanoCookieYesagainst: OneTrustOneTrustagainst: Cookiebot, OneTrust, Usercentrics CMP
Four alternatives
CookieYes, Osano, Secure Privacy, Usercentrics CMPThree alternatives
Enzuzo, Osano, Usercentrics CMPFour alternatives
CookieYes, Didomi, Ketch, Usercentrics CMPSix alternatives
Complianz, Consentmo, CookieScript, Cookiebot, Enzuzo, OsanoFive alternatives
Cookiebot, Didomi, Ketch, Osano, Usercentrics CMPMistral SmallEnzuzoEnzuzoHeldagainst: Cookiebot, Didomi, OneTrustOneTrust, Usercentrics CMPCookieYes, Termlyno first choiceagainst: Cookiebot, Didomi, Ketch, OneTrust, Osano, Usercentrics CMP, iubenda
Four alternatives
Ketch, Osano, Termly, Usercentrics CMPOne alternative
Usercentrics CMPSeven alternatives
CookieYes, Cookiebot, Didomi, Enzuzo, Osano, Secure Privacy, iubendaTwo alternatives
Enzuzo, Silktide Consent ManagerDeepSeek V4 FlashOsanoagainst: CookieYes, Cookiebot, OneTrust, TermlyEnzuzoChangedagainst: CookieYes, OneTrust, TermlyOneTrustagainst: KetchCookieYesagainst: Didomi, OneTrust, TrustArcEnzuzo, Osanoagainst: Didomi, OneTrustagainst: Cookiebot, Didomi, Google Funding Choices, OneTrust, Osano, Quantcast Choice, Sourcepoint, TrustArc
One alternative
EnzuzoThree alternatives
Cookiebot, Ketch, OsanoTen alternatives
Consentmo, Cookiebot, Didomi, Osano, Sourcepoint, Termly, TrustArc, Usercentrics CMP, consentmanager, iubendaTwo alternatives
Complianz, TermlyLlama 4 MaverickOsanoCookieYesChangedno first choiceconsentmanagerno first choicenothing named
One alternative
EnzuzoTwo alternatives
Cookiebot CMP, Usercentrics CMPThree alternatives
Complianz, CookieScript, TermlyQwen 3.7 FlashOsanoagainst: OneTrustiubendaChangedagainst: OneTrustno first choiceCookieYesagainst: Didomi, OneTrust, Termlyno first choiceagainst: Generic/Freemium "No-Name" Scripts, OneTrust, Usercentrics CMP, consentmanager
Two alternatives
Secure Privacy, Usercentrics CMPTwo alternatives
Cookiebot, Usercentrics CMPOne alternative
iubendaKimi K2Enzuzo, Osanoagainst: OneTrustUsercentrics CMPChangedagainst: OneTrustKetchTermlyno first choiceagainst: OneTrustagainst: Cookiebot, Didomi, OneTrust, TrustArc, Usercentrics CMP
Four alternatives
CookieYes, Cookiebot, Usercentrics CMP, iubendaTwo alternatives
CookieYes, OsanoEight alternatives
Cookiebot, Didomi, Enzuzo, OneTrust, Osano, TrustArc, Usercentrics CMP, iubendaFour alternatives
Complianz, CookieScript, CookieYes, consentmanagerFive alternatives
Didomi, Enzuzo, Ketch, Osano, Usercentrics CMPGLM 4.7 FlashXEnzuzo, Usercentrics CMPagainst: OneTrustEnzuzoChangedno first choiceCookiebot, Enzuzoagainst: Didomi, OneTrust, Osano, Usercentrics CMPno first choiceagainst: Cookiebot, OneTrust, TrustArc, Usercentrics CMP
Two alternatives
CookieYes, OsanoOne alternative
CookiebotThree alternatives
AdOpt, CookieYes, TermlyMiniMax M2.5Cookiebot, EnzuzoCookiebotChangedagainst: OneTrustno first choiceComplianz, CookieScriptno first choiceagainst: Cookiebot, OneTrust, TrustArc
Two alternatives
OneTrust, TrustArcThree alternatives
CookieYes, Osano, Usercentrics CMPEleven alternatives
Complianz, CookieYes, Cookiebot, Didomi, Enzuzo, OneTrust, Osano, Termly, TrustArc, Usercentrics CMP, iubendaTwo alternatives
CookieYes, TermlyBold 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.
Seventy-two 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 | 2026-09-15 03:43 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:40 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:47 | yes | 11 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 04:53 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:02 | yes | 0 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:37 | yes | 0 | 11 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:32 | yes | 0 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:43 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:41 | yes | 0 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:56 | yes | 0 | 62 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:30 | yes | 0 | 39 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:00 | yes | 0 | 14 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:41 | yes | 14 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:29 | yes | 4 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:14 | yes | 11 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 03:43 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:37 | yes | 0 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:15 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:30 | yes | 0 | 32 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:07 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:38 | no | 0 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:25 | yes | 0 | 40 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:37 | yes | 0 | 41 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:15 | yes | 0 | 22 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:12 | yes | 6 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:42 | yes | 6 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:28 | yes | 18 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 03:15 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:17 | yes | 0 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:21 | yes | 0 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:20 | yes | 0 | 60 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:35 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:18 | yes | 0 | 44 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:11 | yes | 0 | 46 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 05:01 | yes | 0 | 31 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:04 | yes | 0 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:14 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:13 | no | 0 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:47 | yes | 16 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 03:21 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:35 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:10 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:26 | yes | 0 | 18 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:22 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:19 | yes | 0 | 30 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:45 | yes | 0 | 31 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:26 | yes | 0 | 56 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:21 | yes | 0 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 05:02 | yes | 18 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:38 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:59 | yes | 12 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 01:08 | yes | 18 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:57 | yes | 0 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:20 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:14 | yes | 0 | 22 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:26 | yes | 0 | 5 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:57 | no | 0 | 39 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:48 | yes | 0 | 37 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:45 | yes | 0 | 101 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:38 | yes | 0 | 13 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:37 | yes | 15 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:04 | no | 0 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:07 | yes | 25 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 03:34 | yes | 20 | 9 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 22:51 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:17 | yes | 0 | 10 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 04:37 | yes | 0 | 56 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:47 | yes | 0 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:59 | yes | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:03 | yes | 0 | 54 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:14 | yes | 0 | 47 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:11 | yes | 0 | 26 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
Quantcast read as Quantcast Choice
Usercentrics read as Usercentrics CMP
Usercentrics (and Cookiebot) read as Usercentrics CMP
Usercentrics (inc. Cookiebot) read as Usercentrics CMP
Usercentrics (incorporating Cookiebot) read as Usercentrics CMP
Unresolved, counted raw
ConsentPixel
Generic/Freemium "No-Name" Scripts
Google Consent Mode
InMobi Choice
Osano Open Source Library
Discontinued, still offered
No shut-down product was recommended here.