One of fourteen models named Cookiebot first on the direct prompt; one named iubenda. Both were named by all fourteen models and Cookiebot carries 55 labels and iubenda 34, so the shares are not directly comparable.
Named in two categories this edition.
Italy. 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 iubenda were named in the same answer sixty-eight times, of the 144 answers naming Cookiebot and the 83 naming iubenda. In those answers iubenda took the first choice ten times and Cookiebot twenty.
| 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. Six of seven in this category shown.
“Limited advanced developer capabilities & publisher controls.” Gemini 3.5 Flash · negative prompt · soft negative
“Be especially cautious with iubenda's TCF activator” GLM 4.7 FlashX · negative prompt · soft negative
“Tools like Iubenda get mixed feedback for complexity.” Grok 4.20 · negative prompt · soft negative
“Iubenda: Best for small to mid-sized SaaS teams that need attorney-quality compliance without a legal vendor.” Llama 4 Maverick · direct prompt · first choice
“For most small businesses with a limited budget, CookieYes or iubenda will be the best fit” DeepSeek V4 Flash · budget prompt · first choice
“Cookiebot, CookieYes, and iubenda are top choices” Mistral Small · budget prompt · first choice
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.