Three of fourteen models named Cookiebot first on the direct prompt; zero named consentmanager. Cookiebot was named by fourteen of the fourteen models and consentmanager by ten and Cookiebot carries 50 labels and consentmanager 15, 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.
| 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. Five of six in this category shown.
“Google flagged several prominent "free" CMPs (such as `gdprcookies.net`, `consentmanager.net` [at the time], and others) for violating policies by collecting PII.” Qwen 3.7 Flash · negative prompt · hard negative
“SDK/React Native implementation frustrations reported by users... Support handling and refund disputes criticized” Kimi K2 · negative prompt · soft negative
“The best consent management platform for a company with a limited budget is consentmanager, which offers a genuine free tier” Llama 4 Maverick · budget prompt · first choice
“CookieYes or consentmanager.net offer the best balance of features and free tier limits” MiniMax M2.5 · budget prompt · first choice
“ConsentManager and CookieYes are widely considered the top value-for-money choices” Qwen 3.7 Flash · 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.