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Web application firewalls · October 2026 Edition

Cloudflare WAF vs ModSecurity

Eleven of fourteen models named Cloudflare WAF first on the direct prompt; zero named ModSecurity. Cloudflare WAF was named by fourteen of the fourteen models and ModSecurity by twelve and Cloudflare WAF carries 67 labels and ModSecurity 26, so the shares are not directly comparable.

Cloudflare WAF

endorsed leader

Named in one category this edition.

ModSecurity

criticized challenger

Named in one category this edition.

First-choice share69%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%54%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 11; printed, not drawn.
Labels6726A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cloudflare WAF reading right to left. Rank and label count are printed, not drawn.AWS WAF was named alongside these two in eight of the fourteen direct answers. Cloudflare WAF vs AWS WAF · Cloudflare WAF vs Radware Cloud WAF · ModSecurity vs AWS WAF

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.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Cloudflare WAFFirst choices, of fourteen modelsModSecurity
Direct1101 against ModSecurity
Paraphrase130
Comparative903 against ModSecurity
Budget-constrained1042 against ModSecurity
Scale-constrained10
Negative105 against Cloudflare WAF · 8 against ModSecurity
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Cloudflare WAF and ModSecurity were named in the same answer forty-seven times, of the 203 answers naming Cloudflare WAF and the 58 naming ModSecurity. In those answers ModSecurity took the first choice zero times and Cloudflare WAF twenty-nine.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Cloudflare WAF and ModSecurity stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Cloudflare WAF ModSecurity first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cloudflare WAF on the left and ModSecurity on the right.

The direct prompt

The plain question, one answer per model, grouped by where Cloudflare WAF and ModSecurity stood in it.

Cloudflare WAF first, ModSecurity not the choice

11 of 14 modelsModSecurity was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5AWS WAF, Cloudflare WAF
GPT-5.4 miniCloudflare WAF alternatives: Imperva Cloud WAF
Gemini 3.5 FlashCloudflare WAF alternatives: AWS WAF, Barracuda WAF-as-a-Service, Fastly Next-Gen WAF
Grok 4.1 FastCloudflare WAF alternatives: AWS WAF, Akamai App & API Protector, Azure Application Gateway WAF, Imperva Cloud WAF, Radware Cloud WAF, Sucuri WAF
DeepSeek V4 FlashCloudflare WAF alternatives: AWS WAF, Fastly Next-Gen WAF
Qwen 3.7 FlashCloudflare WAF alternatives: AWS WAF, Fastly Next-Gen WAF, Imperva Cloud WAF
Kimi K2Cloudflare WAF alternatives: AWS WAF, Imperva Cloud WAF
GLM 4.7 FlashXCloudflare WAF alternatives: AWS WAF, F5 Advanced WAF, Imperva Cloud WAF
MiniMax M2.5Barracuda Web Application Firewall, Cloudflare WAF alternatives: OpenAppSec / Check Point CloudGuard WAF
GPT-6 LunaCloudflare WAF alternatives: AWS WAF, Azure Front Door Premium with WAF, Fastly Next-Gen WAF
Muse Glimmer 30BCloudflare WAF alternatives: Barracuda WAF, Sucuri WAF

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarBarracuda WAF alternatives: Akamai App & API Protector, Cloudflare WAF, Imperva Cloud WAF
Mistral SmallBarracuda Web Application Firewall alternatives: Cloudflare WAF, Imperva Cloud WAF, Reblaze WAAP

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.
Llama 4 MaverickRadware Cloud WAF

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Cloudflare WAF leads by seventy-nine points.
Cloudflare WAF79%#1 of 9
ModSecurity0%#9 of 9
The full small business standing →
Mid-marketThe figures above
Cloudflare WAF leads by sixty-one points.
Cloudflare WAF69%#1 of 11
ModSecurity8%#2 of 11
The full mid-market standing →
Enterprise
Cloudflare WAF leads by fifty-nine points.
Cloudflare WAF59%#1 of 9
ModSecurity0%#– of 9
The full enterprise standing →

What the models said about Cloudflare WAF

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Misconfigured "Big Three" WAFs (Cloudflare, Akamai, Imperva)... you have effectively bypassed the WAF. ... Do not avoid these vendors, but avoid the configuration” GLM 4.7 FlashX · negative prompt · soft negative
“Cloudflare's managed-rule body limit varies by plan, and content beyond it may not be fully analyzed.” GPT-6 Luna · negative prompt · soft negative
“Free tiers of popular cloud WAFs (e.g., Cloudflare Free) offer very limited protection” DeepSeek V4 Flash · negative prompt · soft negative
“Cloudflare WAF (Best All-Rounder & Cloud-First B2B)... widely considered the most accessible and comprehensive WAF for small-to-mid-market businesses” Gemini 3.5 Flash · direct prompt · first choice
“Massive global scale, edge programmability, OWASP Core Rule Set-based rules, and easy self-serve setup. Consistently named a Forrester Wave Leader.” DeepSeek V4 Flash · comparative prompt · first choice
“1. Cloudflare WAF - Strengths: Global threat intelligence, machine learning, and a massive CDN for low latency and high performance.” Mistral Small · comparative prompt · first choice

What the models said about ModSecurity

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“ModSecurity, the classic open-source WAF engine, has reached End-of-Life (EOL).” Gemini 3.5 Flash · budget prompt · hard negative
“Avoid/Be cautious with: Unpatched ModSecurity v3 versions” Kimi K2 · negative prompt · hard negative
“A critical vulnerability (CVE-2025-47947) in ModSecurity, a widely deployed open-source WAF, allows attackers to crash systems through denial of service attacks” Claude Haiku 4.5 · negative prompt · soft negative
“If you want the absolute lowest cost and have internal sysadmin skills: go with ModSecurity (free) + OWASP CRS.” MiniMax M2.5 · budget prompt · first choice
“best-value WAF is usually an open-source stack: ModSecurity + OWASP Core Rule Set (CRS)” GPT-5.4 mini · budget prompt · first choice
“ModSecurity with OWASP CRS is the de-facto standard free engine.” Muse Glimmer 30B · budget prompt · first choice
Also compared

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.