Zero of fourteen models named Sucuri WAF first on the direct prompt; zero named Imperva Cloud WAF. Sucuri WAF was named by eleven of the fourteen models and Imperva Cloud WAF by fourteen and Sucuri WAF carries 17 labels and Imperva Cloud WAF 46, 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 web application firewalls page.
Across every category in the November 2026 Edition, Sucuri WAF and Imperva Cloud WAF were named in the same answer thirty-three times, of the 72 answers naming Sucuri WAF and the 145 naming Imperva Cloud WAF. In those answers Imperva Cloud WAF took the first choice two times and Sucuri WAF one.
| 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. Five of six in this category shown.
“ModSecurity (open-source, used in many like OWASP CRS, AWS WAF, Sucuri, Azure): Very common but outdated signatures make it easy to bypass” Grok 4.20 · negative prompt · soft negative
“Small B2B sites with mainly CMS‑based content (less relevant for custom APIs)” MiniMax M2.5 · direct prompt · soft negative
“For most small businesses, Sucuri provides the best balance of protection, features, and price.” MiniMax M2.5 · budget prompt · first choice
“1. Sucuri (Best Overall for Budget)” Claude Haiku 4.5 · budget prompt · first choice
“Sucuri is highly recommended specifically for WordPress websites and small business sites” Qwen 3.7 Flash · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Imperva SecureSphere due to the documented critical bypass CVEs.” DeepSeek V4 Flash · negative prompt · hard negative
“Avoid enterprise solutions (Imperva, Akamai, F5)” DeepSeek V4 Flash · budget prompt · hard negative
“Effective for bots/anti-bot but cracked in some 2023 attacks; bypasses with double encoding or anti-bot evasion. High cost and tuning needs.” Grok 4.20 · negative prompt · soft negative
“Top security efficacy scores (100% in recent SecureIQLab testing), strong API security, fully managed options | Companies wanting maximum protection with minimal in-house effort” DeepSeek V4 Flash · scale prompt · first choice
“Cloudflare and Imperva often score highest in detection rate (70-90%+) with balanced false positives” Grok 4.20 · comparative prompt · first choice
“For enterprise-grade security with data-layer coverage: Imperva WAF offers comprehensive protection and hybrid deployment options.” GLM 4.7 FlashX · 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.