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.
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 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 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 |
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.
“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
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
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.