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Consent and privacy management · October 2026 Edition

Cookiebot vs Ketch

Three 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 twelve and Cookiebot carries 50 labels and Ketch 22, 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 share12%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#8A position in a field of 13; printed, not drawn.
Labels5022A 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 twelve of the fourteen direct answers. Osano vs Cookiebot · Osano vs Ketch · CookieYes vs Cookiebot

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
Direct301 against Cookiebot
Paraphrase21
Comparative21
Budget-constrained101 against Cookiebot
Scale-constrained00
Negative004 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 October 2026 Edition, Cookiebot and Ketch were named in the same answer forty-one times, of the 127 answers naming Cookiebot and the 76 naming Ketch. In those answers Ketch took the first choice seven times and Cookiebot two.

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 4.1 Fast
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 not the choice

3 of 14 modelsKetch was named in the answer but not as the choice, or not at all.
Grok 4.1 FastCookiebot, Usercentrics CMP alternatives: Osano
Qwen 3.7 FlashCookiebot, Usercentrics CMP alternatives: Osano
GLM 4.7 FlashXCookiebot alternatives: Osano, Usercentrics CMP

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniUsercentrics CMP alternatives: Cookiebot, OneTrust CMP
Gemini 3.5 FlashOsano alternatives: Cookiebot, Ketch, Usercentrics CMP
DeepSeek V4 FlashOsano, Usercentrics CMP alternatives: Cookiebot, Enzuzo
Muse Glimmer 30BOsano alternatives: Cookiebot, Usercentrics CMP, consentmanager

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Enzuzo alternatives: Osano, Usercentrics CMP
Perplexity SonarOsano alternatives: Enzuzo, OneTrust, Usercentrics CMP, iubenda
Mistral SmallEnzuzo alternatives: Didomi, TrustArc, Usercentrics CMP
Llama 4 Maverickno first choice
Kimi K2Enzuzo alternatives: Osano, Usercentrics CMP
MiniMax M2.5Enzuzo, Osano alternatives: Didomi
GPT-6 LunaOsano alternatives: Didomi, 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 sixteen points.
Cookiebot16%#2 of 12
Ketch0%#10 of 12
The full small business standing →
Mid-marketThe figures above
Cookiebot leads by ten points.
Cookiebot12%#3 of 13
Ketch2%#8 of 13
The full mid-market standing →
Enterprise
The order flips: Ketch leads at enterprise.
Ketch9%#2 of 8
Cookiebot0%#8 of 8
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.

“Cost at scale: Per-domain billing charges subdomains separately; reviewers note it "stacks fast"” Grok 4.1 Fast · negative prompt · hard negative
“Cookiebot is described as cost-effective, but one source warns it may struggle with volume spikes and real-time device sync in some scenarios.” Perplexity Sonar · negative prompt · soft negative
“Platforms like Cookiebot charge based on the number of pages they scan... a "cheap" plan can quickly force you into an expensive tier.” Gemini 3.5 Flash · budget prompt · soft negative
“I would recommend Cookiebot if your main need is a strong, automated cookie-consent tool that is easy to deploy and maintain” Perplexity Sonar · paraphrase prompt · first choice
“Choose Usercentrics/Cookiebot for automated scanning and strong TCF/Consent Mode v2 with app parity.” Muse Glimmer 30B · comparative prompt · first choice
“→ Secure Privacy or Cookiebot — both have genuine free tiers with real compliance features.” Kimi K2 · 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.

“Ketch - Steep learning curve: Requires significant time and guidance to navigate - Poor interface design” GLM 4.7 FlashX · negative prompt · soft negative
“I'd recommend Ketch as the top choice for a mid-sized B2B company” GLM 4.7 FlashX · paraphrase prompt · first choice
“Ketch is grouped with OneTrust as best for enterprise privacy ops” Muse Glimmer 30B · comparative prompt · first choice
“Choose Ketch if: You are building a mobile app or a web application where page loading speed and code quality are top priorities.” Qwen 3.7 Flash · 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.