Consent and privacy management for small business buyers
Asked as “consent management platform”, and as “cookie consent and privacy compliance tool”, on behalf of a small B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
46%
Clear leader
46CookieYes16Cookiebot09Termly29others
46% of first choices, clear leader.
Since September 2026▼−1Since September 2026: 48% → 47%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.CookieYes held the lead, −1 point on 48%, 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.This pageMid-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.Standing →
CookieYes46%Clear leader▼−1Since September 2026: 48% → 47%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-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.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01CookieYes46%4%56endorsed leader▼−1Since September 2026: 48% → 47%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.48% → 47%
CookieYes46%4%56endorsed leader▼−1Since September 2026: 48% → 47%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.48% → 47%02
Cookiebot16%21%48accepted challenger▲+9Since September 2026: 10% → 18%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 18%
Cookiebot16%21%48accepted challenger▲+9Since September 2026: 10% → 18%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 18%03
Termly9%7%45accepted challenger▼−5Since September 2026: 12% → 6%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 6%
Termly9%7%45accepted challenger▼−5Since September 2026: 12% → 6%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 6%04
CookieScript7%0%19accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%
CookieScript7%0%19accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%05
iubenda4%8%37accepted challenger▼−6Since September 2026: 10% → 4%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 4%
iubenda4%8%37accepted challenger▼−6Since September 2026: 10% → 4%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 4%06Osano4%32%34criticized challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%
Osano4%32%34criticized challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%07
Usercentrics CMP4%35%26criticized challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
Usercentrics CMP4%35%26criticized challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%08
Complianz2%8%13accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%
Complianz2%8%13accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%Show the four products at 0%, ordered by negative rate
12OneTrust0%83%30criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
OneTrust0%83%30criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%11
TrustArc0%80%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
TrustArc0%80%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%10
Ketch0%55%11criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Ketch0%55%11criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%09
Enzuzo0%0%10accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Enzuzo0%0%10accepted 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
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
010203040506070809101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01CookieYes46%
CookieYes46%02Cookiebot16%
Cookiebot16%03Termly9%
Termly9%04CookieScript7%
CookieScript7%05iubenda4%
iubenda4%06Osano4%
Osano4%07Usercentrics CMP4%
Usercentrics CMP4%08Complianz2%
Complianz2%09Enzuzo0%
Enzuzo0%10Ketch0%
Ketch0%11TrustArc0%
TrustArc0%12OneTrust0%
OneTrust0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Mistral Small, Llama 4 Maverick, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
OneTrust83%
25 of 30 labels negative · 12 of 14 models · 9 hard negative
“High minimum contracts (often $10,000+/year)... poor value for small-scale use, and bloated features irrelevant to SMBs. Best for: Large enterprises only.” Grok 4.1 Fast, negative prompt
Osano32%
11 of 34 labels negative · 8 of 14 models · 2 hard negative
“**OneTrust / Demandbase / Osano (Enterprise tiers)**: ... Pricing is unpublished, opaque, and starts in the four/five figures annually.” Qwen 3.7 Flash, negative prompt
Usercentrics CMP35%
9 of 26 labels negative · 7 of 14 models · 2 hard negative
“Per-session pricing** can become unpredictable and expensive - Complex pricing structure with commercial surprises” Kimi K2, negative prompt
Cookiebot21%
10 of 48 labels negative · 7 of 14 models · 1 hard negative
“Price doubled** in August 2025 ... Confusing interface and account setup - Poor customer support” Kimi K2, 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
75 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. 978 links across 137 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 · Osano51 answers · 61 citations · 12 models
vendor site · Enzuzo41 answers · 66 citations · 12 models
vendor site · Usercentrics40 answers · 55 citations · 13 models
39 answers · 39 citations · 11 models
31 answers · 31 citations · 11 models
30 answers · 50 citations · 12 models
vendor site · iubenda27 answers · 35 citations · 12 models
27 answers · 31 citations · 10 models
27 answers · 27 citations · 12 models
vendor site · Termly26 answers · 27 citations · 12 models
vendor site · Elementor25 answers · 40 citations · 10 models
vendor site · Consently25 answers · 39 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.
48 answers · 12 models
39 answers · 11 models
31 answers · 11 models
26 answers · 10 models
24 answers · 11 models
21 answers · 8 models
21 answers · 10 models
21 answers · 10 models
20 answers · 9 models
19 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 |
|---|---|---|---|---|---|---|---|---|
| CookieYes cookieyes.com | 46% | 90 | 2,900 | 25 | 32,291 | 42 | ||
| Cookiebot cookiebot.com | 16% | 118 | 3,600 | 76 | 12,326 | $234 | 120 | |
| Termly termly.io | 9% | 55 | 5,400 | 62 | 245,341 | 35 | 8 | |
| CookieScript cookie-script.com CookieScript 7%, Cookie Script 0% | 7% | 27 | 210 | 0 | 24,256 | 13 | ||
| iubenda iubenda.com | 4% | 64 | 1,600 | 23 | 149,415 | 46 | ||
| Osano osano.com | 4% | 107 | 2,400 | 28 | 36,277 | 46 | 3 | |
| Usercentrics CMP usercentrics.com | 4% | 106 | 30 | 0 | 67,472 | $494 | 36 | 6 |
| Complianz complianz.io | 2% | 16 | 880 | 12 | 1,091 | |||
| AdOpt adoptkit.com | 2% | 12 | ||||||
| GetTerms | 2% |
Google's top ten for the two searches hold 16 sites; 5 of them are among the sites the models cited here (enzuzo.com, g2.com, osano.com, termly.io, 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 small B2B company?”Paraphrase“Which cookie consent and privacy compliance tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top consent management platforms for a small team and how do they differ?”Budget-constrained“What is the best consent management platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a consent management platform. What should we look at?”Negative“Which consent management platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceCookieYes, TermlyChangedCookieYesTermlyno first choiceagainst: Didomi, OneTrust, Osano, Quantcast Choice, Termly, TrustArc
Two alternatives
GetTerms, iubendaFour alternatives
Complianz, GetTerms, Osano, TermlyThree alternatives
CookieYes, GetTerms, Quantcast ChoiceGPT-5.4 miniCookiebotCookiebotHeldagainst: OneTrustTermlyagainst: OneTrustCookieYesagainst: OneTrustno first choiceagainst: Axeptio, Cookiebot, OneTrust, Usercentrics CMP
Four alternatives
CookieYes, OneTrust, TrustArc, iubendaOne alternative
iubendaThree alternatives
Cookiebot, Osano, iubendaTwo alternatives
Termly, iubendaGemini 3.5 FlashCookieYesCookieYesHeldagainst: OneTrustCookieYesComplianz, CookieYesCookiebotagainst: OneTrust, TrustArcagainst: Cookiebot, Ketch, OneTrust, Osano
Three alternatives
Cookiebot, Enzuzo, TermlyThree alternatives
Complianz, Enzuzo, TermlyFour alternatives
Complianz, Enzuzo, Termly, iubendaTwo alternatives
Enzuzo, TruendoFour alternatives
Axeptio, Complianz, CookieYes, OsanoPerplexity SonarCookieYesagainst: KetchCookieYesHeldCookieYesagainst: Usercentrics CMPCookieYesagainst: iubendano first choiceagainst: CookieYes, Ketch, OneTrust, Osano, Termly, Usercentrics CMP, iubenda
Two alternatives
Osano, TermlyThree alternatives
CookieScript, Cookiebot, TermlyTwo alternatives
Osano, TermlyThree alternatives
InMobi CMP, Termly, consentmanagerGrok 4.1 FastCookieYesagainst: Cookiebot, OneTrust, TrustArcCookieYesHeldCookieYes, Cookiebotagainst: OneTrust, TrustArcCookieYesno first choiceagainst: OneTrustagainst: Cookiebot, OneTrust, TrustArc
Two alternatives
Termly, iubendaFour alternatives
AdOpt, Complianz, Cookiebot, iubendaThree alternatives
Axeptio, Termly, Usercentrics CMPFive alternatives
Complianz, Cookiebot, Ketch, Quantcast Choice, TermlyTwo alternatives
CookieYes, iubendaMistral SmallCookieScriptiubendaChangedAdOpt, CookieYesCookieYesno first choiceagainst: OneTrust, Osano, TrustArc
Two alternatives
Osano, Usercentrics CMPTwo alternatives
Osano, Usercentrics CMPFive alternatives
Cookiebot, Didomi, Osano, Termly, iubendaTwo alternatives
CookiePal, CookieScriptDeepSeek V4 FlashCookieYesCookieYesHeldCookieYes, Termlyagainst: Usercentrics CMPCookieYesCookiebotagainst: OneTrust, Osano, TrustArcagainst: CookieYes, Crownpeak, Ketch, OneTrust, Usercentrics CMP
Two alternatives
Cookiebot, Usercentrics CMPFour alternatives
AdOpt, CookieScript, Termly, iubendaFour alternatives
Axeptio, CookieScript, Cookiebot, iubendaThree alternatives
Cookiebot, Termly, iubendaThree alternatives
CookieScript, CookieYes, iubendaLlama 4 MaverickCookieScriptAdOptChangedno first choiceCookieYesno first choicenothing named
Two alternatives
Osano, Usercentrics CMPThree alternatives
CookieScript, Ketch, Usercentrics Cookiebot CMPQwen 3.7 FlashCookieYesCookieYesHeldagainst: OneTrust, Usercentrics CMPComplianz, CookieYesGetTerms, consentmanagerCookiebot, Osano, iubendaagainst: AdOpt, Captain Compliance, Consentmo, Cookiebot, Demandbase, Ketch, OneTrust, Osano
Two alternatives
Cookiebot, iubendaTwo alternatives
Osano, TermlyTwo alternatives
Osano, Usercentrics CMPTwo alternatives
Enzuzo, iubendaKimi K2Cookiebotagainst: OneTrustCookieYesChangedagainst: Cookiebot, OneTrust, OsanoCookieYes, OsanoCookieYes, Termlyagainst: Cookiebot, OsanoCookiebot, Usercentrics CMPagainst: OneTrust, Osanoagainst: Cookiebot, OneTrust, Usercentrics CMP, iubenda
One alternative
Usercentrics CMPTwo alternatives
Termly, iubendaFive alternatives
AdOpt, CookieScript, Enzuzo, Termly, iubendaThree alternatives
AdOpt, Enzuzo, iubendaThree alternatives
Cookie Script, Termly, iubendaGLM 4.7 FlashXCookieYes, CookiebotCookieScriptChangedCookieYesCookieYesno first choiceagainst: Usercentrics CMP, consentmanager
Two alternatives
Termly, iubendaFour alternatives
CookieYes, Cookiebot, Termly, iubendaTwo alternatives
CookieScript, CookiebotThree alternatives
Cookiebot, consentmanager, iubendaMiniMax M2.5Cookiebot, OsanoCookieYesChangedCookieScriptagainst: OneTrustConsentIQ, Reform.appno first choiceagainst: Cookiebot
Three alternatives
CookieYes, Termly, iubendaOne alternative
TermlyFive alternatives
Cookiebot, Osano, Termly, Usercentrics CMP, iubendaTwo alternatives
Cookiebot, OsanoGPT-6 LunaUsercentrics CMPTermlyChangedno first choiceagainst: Usercentrics CMPCookieYesno first choiceagainst: Complianz, Cookiebot, OneTrust, Termly
One alternative
TermlyOne alternative
CookiebotFive alternatives
Complianz, CookieYes, Cookiebot, Termly, iubendaTwo alternatives
Complianz, TermlyMuse Glimmer 30BCookieScript, CookieYesagainst: OsanoTermlyChangedCookieYes, iubendaagainst: Didomi, Ketch, OneTrust, Osano, Sourcepoint, TrustArcCookieYesno first choiceagainst: Cookie Information
Two alternatives
Cookiebot, TermlyTwo alternatives
CookieYes, OsanoFour alternatives
Cookiebot, Termly, Usercentrics CMP, consentmanagerFour alternatives
CookieScript, Cookiebot, Enzuzo, iubendaBold 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 09:27 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:37 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:34 | yes | 20 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 12:51 | yes | 18 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:02 | yes | 24 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:15 | yes | 20 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:24 | yes | 22 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:14 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:20 | yes | 8 | 38 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:14 | yes | 9 | 14 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:10 | yes | 18 | 74 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:34 | yes | 5 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:42 | yes | 2 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:13 | yes | 13 | 24 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:57 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:36 | yes | 4 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:32 | yes | 12 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 11:36 | yes | 18 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:13 | yes | 23 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:01 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:45 | yes | 20 | 40 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:05 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:12 | yes | 9 | 33 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:43 | yes | 24 | 27 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:54 | yes | 12 | 35 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:12 | yes | 7 | 35 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:16 | yes | 4 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:21 | yes | 22 | 38 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:58 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:02 | yes | 0 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:07 | yes | 10 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:05 | yes | 17 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:22 | yes | 24 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:15 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:11 | yes | 20 | 40 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:00 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:27 | no | 0 | 34 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:12 | yes | 19 | 26 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:26 | yes | 24 | 26 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:57 | yes | 10 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:21 | yes | 6 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:53 | yes | 11 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:24 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:26 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:37 | yes | 16 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 11:52 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:38 | yes | 23 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:30 | yes | 7 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:23 | yes | 24 | 18 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:29 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:18 | yes | 5 | 23 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:55 | yes | 17 | 20 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:34 | yes | 23 | 157 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:31 | yes | 5 | 17 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:01 | yes | 3 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:01 | yes | 14 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:06 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:57 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:34 | yes | 12 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 13:21 | yes | 19 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:34 | yes | 17 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:59 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:28 | yes | 19 | 36 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:06 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:54 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:08 | yes | 19 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:40 | no | 0 | 39 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:23 | yes | 5 | 31 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:27 | yes | 3 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:46 | no | 0 | 5 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:01 | yes | 16 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:18 | yes | 2 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:47 | yes | 15 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:29 | yes | 18 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:52 | yes | 24 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:55 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:02 | yes | 21 | 35 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:05 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:46 | yes | 10 | 49 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:41 | yes | 25 | 20 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:53 | yes | 19 | 32 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:35 | yes | 18 | 23 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:38 | yes | 5 | 28 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:02 | yes | 19 | 27 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 Web CMP read as Usercentrics CMP
Unresolved, counted raw
BiteSpeed
ConsentIQ
Cookie Script
CookieInformation
CookiePal
Simplev
Discontinued, still offered
No shut-down product was recommended here.