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DNS filtering · October 2026 Edition

Cloudflare Gateway vs Control D

Three of fourteen models named Cloudflare Gateway first on the direct prompt; zero named Control D. Cloudflare Gateway was named by fourteen of the fourteen models and Control D by twelve and Cloudflare Gateway carries 48 labels and Control D 24, so the shares are not directly comparable.

Cloudflare Gateway

accepted challenger

Named in one category this edition.

Control D

accepted challenger

Named in one category this edition.

First-choice share22%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate2%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 9; printed, not drawn.
Labels4824A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cloudflare Gateway reading right to left. Rank and label count are printed, not drawn.DNSFilter was named alongside these two in fourteen of the fourteen direct answers. DNSFilter vs Cloudflare Gateway · DNSFilter vs Control D · Cloudflare Gateway vs Cisco Umbrella

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 DNS filtering 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 GatewayFirst choices, of fourteen modelsControl D
Direct30
Paraphrase10
Comparative00
Budget-constrained71
Scale-constrained00
Negative011 against Cloudflare Gateway
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 Gateway and Control D were named in the same answer forty-two times, of the 144 answers naming Cloudflare Gateway and the 68 naming Control D. In those answers Control D took the first choice five times and Cloudflare Gateway twelve.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Cloudflare Gateway and Control D 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 Gateway Control D first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cloudflare Gateway on the left and Control D on the right.

The direct prompt

The plain question, one answer per model, grouped by where Cloudflare Gateway and Control D stood in it.

Cloudflare Gateway first, Control D an alternative

3 of 14 modelsControl D was named in the answer but not as the choice, or not at all.
Perplexity SonarCloudflare Gateway, DNSFilter alternatives: Control D, SafeDNS
Qwen 3.7 FlashCloudflare Gateway alternatives: Cisco Umbrella, DNSFilter
MiniMax M2.5Cloudflare Gateway, DNSFilter alternatives: Cisco Umbrella

Neither was the first choice, one was named

9 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5DNSFilter alternatives: Akamai Enterprise Threat Protector, Cloudflare Gateway, Prisma Access DNS Security
GPT-5.4 miniDNSFilter alternatives: Cisco Secure Access – DNS Defense, Cisco Umbrella, Cloudflare Gateway, Zscaler DNS Security
Gemini 3.5 FlashDNSFilter alternatives: Cloudflare Gateway, Control D
Grok 4.1 FastDNSFilter alternatives: Cisco Umbrella, Cloudflare Gateway
DeepSeek V4 FlashDNSFilter alternatives: Cisco Umbrella, Cloudflare Gateway, Webroot DNS Protection
Kimi K2DNSFilter alternatives: Cisco Umbrella, Cloudflare Gateway
GLM 4.7 FlashXDNSFilter alternatives: Cisco Umbrella, Cloudflare Gateway, Infoblox BloxOne DDI
GPT-6 LunaDNSFilter alternatives: Cisco Secure Access, Cloudflare Gateway
Muse Glimmer 30BDNSFilter alternatives: Cisco Umbrella, Cloudflare Gateway

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.
Mistral SmallDNSFilter
Llama 4 MaverickDNSFilter, WebTitan

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 Gateway leads by fourteen points.
Cloudflare Gateway16%#2 of 8
Control D2%#5 of 8
The full small business standing →
Mid-marketThe figures above
Cloudflare Gateway leads by twenty points.
Cloudflare Gateway22%#2 of 9
Control D2%#4 of 9
The full mid-market standing →
Enterprise
Cloudflare Gateway leads by four points.
Cloudflare Gateway4%#3 of 7
Control D0%#– of 7
The full enterprise standing →

What the models said about Cloudflare Gateway

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

“powerful but come with cautionary notes” Kimi K2 · negative prompt · soft negative
“I'd suggest starting with Cloudflare Gateway if you want free tier flexibility, or Control D if you want predictable low-cost pricing” MiniMax M2.5 · budget prompt · first choice
“The Best Overall Balance: Cloudflare Gateway ... If you want speed and cost-efficiency, go with Cloudflare Gateway.” Qwen 3.7 Flash · direct prompt · first choice
“Cloudflare is currently the market leader in this space... If yes, Cloudflare is usually the superior choice” Qwen 3.7 Flash · paraphrase prompt · first choice

What the models said about Control D

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

“For Privacy-Focused Filtering: Control D (offers customizable tiers, strong privacy stance, modern protocols)” Qwen 3.7 Flash · negative prompt · first choice
“or Control D if you want predictable low-cost pricing at around $2/endpoint/month” MiniMax M2.5 · budget prompt · first choice
“Consider Control D or SafeDNS if your priority is highly customizable filtering... but the results here put them behind DNSFilter and Cloudflare” Perplexity Sonar · direct prompt · alternative
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.