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.
Named in two categories this edition.
Named in one category this edition.
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.
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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 |
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.
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
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
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.