Cloudflare Page Shield vs Feroot Security
Zero of fourteen models named Cloudflare Page Shield first on the direct prompt; four named Feroot Security. Cloudflare Page Shield was named by twelve of the fourteen models and Feroot Security by ten and Cloudflare Page Shield carries 29 labels and Feroot Security 25, 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 client-side protection page.
By framing
Cloudflare Page ShieldFirst choices, of fourteen modelsFeroot Security
Across every category in the November 2026 Edition, Cloudflare Page Shield and Feroot Security were named in the same answer forty-two times, of the 80 answers naming Cloudflare Page Shield and the 59 naming Feroot Security. In those answers Feroot Security took the first choice nine times and Cloudflare Page Shield nine.
Every model, every framing
| 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 | | | |
Cloudflare Page Shield Feroot Security first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cloudflare Page Shield on the left and Feroot Security on the right.The direct prompt
Feroot Security first, Cloudflare Page Shield an alternative
4 of 14 modelsCloudflare Page Shield was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Cloudflare Page Shield13%#3 of 11Feroot Security6%#4 of 11Cloudflare Page Shield16%#2 of 10Feroot Security10%#3 of 10Feroot Security16%#1 of 12Cloudflare Page Shield4%#6 of 12What the models said about Cloudflare Page Shield
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Convenient if you already run Cloudflare, but a major migration if you don't. Free tier exists but isn't compliance-sufficient.” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Cloudflare Page Shield samples down to 1% of sessions, leaving 99% of user sessions without monitoring” Claude Haiku 4.5 · comparative prompt · soft negative
“it ranks less strongly for mid-market client-side protection than the leading options” Perplexity Sonar · direct prompt · soft negative
“For most mid-sized B2B companies already on Cloudflare, Cloudflare Client-side Security gives you script inventory, change alerting and PCI 6.4.3/11.6.1 evidence with near-zero ops overhead.” Muse Glimmer 30B · paraphrase prompt · first choice
“Cloudflare Client-Side Security (Page Shield) and Feroot Security are the best choices due to their free tiers and strong reputations.” Mistral Small · budget prompt · first choice
“If you are on Cloudflare: Enable Cloudflare Page Shield. It is the path of least resistance and covers PCI 4.0 requirements natively.” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about Feroot Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Feroot Security (higher cost, but excellent for payment page protection)” GLM 4.7 FlashX · budget prompt · soft negative
“Cloudflare Client-Side Security (Page Shield) and Feroot Security are the best choices due to their free tiers and strong reputations.” Mistral Small · budget prompt · first choice
“Best for Compliance & Ease of Use: Feroot Security ... Feroot is often cited as the strongest option.” Qwen 3.7 Flash · direct prompt · first choice
“If you want the best balance of reputation, compliance, and user satisfaction: go with Feroot Security.” DeepSeek V4 Flash · direct 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.