cside vs Cloudflare Page Shield
Four of fourteen models named cside first on the direct prompt; zero named Cloudflare Page Shield. cside was named by twelve of the fourteen models and Cloudflare Page Shield by twelve and cside carries 28 labels and Cloudflare Page Shield 29, 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 client-side protection page.
By framing
csideFirst choices, of fourteen modelsCloudflare Page Shield
Across every category in the November 2026 Edition, cside and Cloudflare Page Shield were named in the same answer forty-two times, of the 83 answers naming cside and the 80 naming Cloudflare Page Shield. In those answers Cloudflare Page Shield took the first choice eight times and cside thirteen.
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 | | | | |
cside Cloudflare Page Shield first choice named as an alternative argued againstblank: not namedEach cell is one answer, cside on the left and Cloudflare Page Shield on the right.The direct prompt
cside first, Cloudflare Page Shield not the choice
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
cside17%#2 of 11Cloudflare Page Shield13%#3 of 11cside18%#1 of 10Cloudflare Page Shield16%#2 of 10cside14%#2 of 12Cloudflare Page Shield4%#6 of 12What the models said about cside
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“While it may have a cost, it's designed for businesses that need comprehensive protection and can provide value for money.” Mistral Small · budget prompt · soft negative
“cside's free forever tier and $99/mo self-serve start is the most affordable specialist in the category” Muse Glimmer 30B · budget prompt · first choice
“Choose cside when complete real-session visibility and PCI evidence are the priority.” Perplexity Sonar · comparative prompt · first choice
“cside stands out as the top client-side protection tool for a mid-market B2B company” Grok 4.20 · direct prompt · first choice
What 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
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.