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Consent and privacy management · November 2026 Edition

Cookiebot vs Ketch

One of fourteen models named Cookiebot first on the direct prompt; zero named Ketch. Cookiebot was named by fourteen of the fourteen models and Ketch by thirteen and Cookiebot carries 55 labels and Ketch 33, so the shares are not directly comparable.

Cookiebot

accepted challenger

Named in two categories this edition.

Ketch

accepted challenger

Named in one category this edition.

First-choice share20%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate15%3%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 13; printed, not drawn.
Labels5533A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cookiebot reading right to left. Rank and label count are printed, not drawn.Usercentrics CMP was named alongside these two in thirteen of the fourteen direct answers. Osano vs Cookiebot · Osano vs Ketch · Cookiebot vs Usercentrics CMP

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the consent and privacy management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CookiebotFirst choices, of fourteen modelsKetch
Direct10
Paraphrase51
Comparative00
Budget-constrained50
Scale-constrained001 against Cookiebot
Negative007 against Cookiebot · 1 against Ketch
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Cookiebot and Ketch were named in the same answer forty-two times, of the 144 answers naming Cookiebot and the 87 naming Ketch. In those answers Ketch took the first choice one time and Cookiebot five.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Cookiebot and Ketch stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
Cookiebot Ketch first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cookiebot on the left and Ketch on the right.

The direct prompt

The plain question, one answer per model, grouped by where Cookiebot and Ketch stood in it.

Cookiebot first, Ketch an alternative

1 of 14 modelsKetch was named in the answer but not as the choice, or not at all.
Muse Glimmer 30BCookiebot, Osano, Usercentrics CMP alternatives: Ketch

Neither was the first choice, one was named

10 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Osano alternatives: Cookiebot, Enzuzo
GPT-5.4 miniUsercentrics CMP alternatives: CookieScript, CookieYes, Cookiebot, OneTrust
Gemini 3.5 FlashOsano alternatives: Didomi, Ketch, Usercentrics CMP
Perplexity SonarOsano alternatives: Cookiebot, Enzuzo, Usercentrics CMP
DeepSeek V4 FlashOsano alternatives: Cookiebot, Ketch, Usercentrics CMP
Llama 4 Maverickiubenda alternatives: Cookiebot, OneTrust, Usercentrics CMP, consentmanager
Qwen 3.7 FlashOsano alternatives: Cookiebot, Usercentrics CMP, consentmanager
Kimi K2Osano alternatives: Ketch, Usercentrics CMP
GLM 4.7 FlashXOsano, Usercentrics CMP alternatives: Cookiebot, Ketch
MiniMax M2.5Osano, Usercentrics CMP alternatives: CookieYes, Ketch, Secure Privacy

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Grok 4.20Usercentrics CMP alternatives: CookieYes, OneTrust
Mistral SmallOsano, Usercentrics CMP alternatives: Enzuzo, OneTrust
GPT-6 LunaOsano alternatives: OneTrust, Usercentrics CMP

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Cookiebot leads by twenty-one points.
Cookiebot21%#2 of 11
Ketch0%#– of 11
The full small business standing →
Mid-marketThe figures above
Cookiebot leads by eighteen points.
Cookiebot20%#2 of 13
Ketch2%#7 of 13
The full mid-market standing →
Enterprise
The order flips: Ketch leads at enterprise.
Ketch8%#2 of 9
Cookiebot0%#9 of 9
The full enterprise standing →

What the models said about Cookiebot

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Pricing concerns - can become unexpectedly expensive ... Cookie wiping problems” Kimi K2 · negative prompt · hard negative
“Cookiebot reviews mention the admin interface feels dated and multi-domain management is cumbersome, and reporting lacks executive-level summaries” Claude Haiku 4.5 · negative prompt · soft negative
“Price increases: In August 2025, they reportedly doubled prices... Pricing transparency issues” DeepSeek V4 Flash · negative prompt · soft negative
“I recommend Ketch or Cookiebot by Usercentrics as the top cookie consent and privacy compliance tools” Mistral Small · paraphrase prompt · first choice
“Usercentrics / Cookiebot by Usercentrics is the best self-serve consent-only option for mid-market” Muse Glimmer 30B · direct prompt · first choice
“Cookiebot is best for small and mid-sized sites that want strong scanning with little setup” Llama 4 Maverick · budget prompt · first choice

What the models said about Ketch

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“its market share and user preference have declined significantly (from 24% to 10% in recent evaluations), and it has faced criticism for not being as user-friendly or effective as competitors” Mistral Small · negative prompt · soft negative
“I recommend Ketch or Cookiebot by Usercentrics as the top cookie consent and privacy compliance tools” Mistral Small · paraphrase prompt · first choice
“Ketch is API-first CMP that handles consent propagation to downstream systems like Salesforce through API-driven architecture” Claude Haiku 4.5 · comparative prompt · alternative
“Choose Ketch when consent must be enforced consistently across backend systems” Perplexity Sonar · comparative prompt · alternative
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.