One of fourteen models named Imperva DDoS Protection first on the direct prompt; zero named Radware Cloud DDoS Protection. Imperva DDoS Protection was named by thirteen of the fourteen models and Radware Cloud DDoS Protection by fourteen and Imperva DDoS Protection carries 43 labels and Radware Cloud DDoS Protection 33, so the shares are not directly comparable.
Named in one category 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 ddos protection page.
Across every category in the October 2026 Edition, Imperva DDoS Protection and Radware Cloud DDoS Protection were named in the same answer sixty-five times, of the 114 answers naming Imperva DDoS Protection and the 82 naming Radware Cloud DDoS Protection. In those answers Radware Cloud DDoS Protection took the first choice one time and Imperva DDoS Protection three.
| 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.
“Custom (high) | Enterprise-focused sales model” DeepSeek V4 Flash · budget prompt · hard negative
“Imperva (strong L7 + network protection)—great if you need custom SLAs, but pricier and more complex for mid-sized setups.” Grok 4.1 Fast · paraphrase prompt · soft negative
“though pricing is likely higher than the options above” GLM 4.7 FlashX · budget prompt · soft negative
“Cloudflare or Imperva Incapsula are the most frequently cited cost-effective starting points” Muse Glimmer 30B · direct prompt · first choice
“Offers a powerful Data Security Platform. It is slightly more complex to configure than Cloudflare but offers granular control” Qwen 3.7 Flash · direct prompt · alternative
“Imperva, Radware, NETSCOUT Arbor Cloud, and F5 Silverline are often selected when organizations want hybrid architectures” Perplexity Sonar · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Middle-tier pricing but still steep for SMBs” DeepSeek V4 Flash · budget prompt · hard negative
“typically less budget-friendly” GPT-5.4 mini · budget prompt · soft negative
“Cloudflare and Radware are frequently mentioned as top choices due to their comprehensive services and scalability” Llama 4 Maverick · paraphrase prompt · first choice
“Radware is highlighted for hybrid precision, sub-second inline mitigation... but it may require more tuning and expertise.” Perplexity Sonar · paraphrase prompt · alternative
“Radware offers advanced behavioral detection and hybrid deployment, suitable for organizations with complex architectures.” 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.