Index › IT › Security operations › API security › Cloudflare API Shield vs Traceable API Security Platform
API security platforms · November 2026 Edition
Cloudflare API Shield vs Traceable API Security Platform
One of fourteen models named Cloudflare API Shield first on the direct prompt; zero named Traceable API Security Platform. Cloudflare API Shield was named by fourteen of the fourteen models and Traceable API Security Platform by thirteen and Cloudflare API Shield carries 30 labels and Traceable API Security Platform 40, so the shares are not directly comparable.
Named in two categories this edition.
Traceable API Security Platform
accepted challengerNamed in one category this edition.
First-choice share10%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%15%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 15; printed, not drawn.
Labels3040A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cloudflare API Shield reading right to left. Rank and label count are printed, not drawn.Salt Security was named alongside these two in eight of the fourteen direct answers. Salt Security vs Cloudflare API Shield · Salt Security vs Traceable API Security Platform · Zuplo vs Cloudflare API Shield
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 API security platforms 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 API ShieldFirst choices, of fourteen modelsTraceable API Security PlatformDirect101 against Traceable API Security Platform
Paraphrase02
Comparative00
Budget-constrained402 against Traceable API Security Platform
Scale-constrained00
Negative011 against Cloudflare API Shield · 3 against Traceable API Security Platform
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 November 2026 Edition, Cloudflare API Shield and Traceable API Security Platform were named in the same answer forty-eight times, of the 106 answers naming Cloudflare API Shield and the 104 naming Traceable API Security Platform. In those answers Traceable API Security Platform took the first choice five times and Cloudflare API Shield twelve.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Cloudflare API Shield and Traceable API Security Platform stood in it.
| Model | DirectTA | ParaphraseTA | ComparativeTA | Budget-constrainedTA | Scale-constrainedTA | NegativeTA |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | TA | TA | ||||
| GPT-5.4 mini | TA | TA | | |||
| Gemini 3.5 Flash | TA | TA | TA | TA | ||
| Perplexity Sonar | TA | | TA | |||
| Grok 4.20 | TA | TA | TA | TA | ||
| Mistral Small | TA | TA | ||||
| DeepSeek V4 Flash | TA | TA | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | TA | | ||||
| Kimi K2 | TA | TA | TA | | TA | |
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | TA | TA | | |||
| GPT-6 Luna | | TA | ||||
| Muse Glimmer 30B | TA | TA | TA |
Cloudflare API ShieldTA Traceable API Security Platform first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cloudflare API Shield on the left and Traceable API Security Platform on the right.The direct prompt
The plain question, one answer per model, grouped by where Cloudflare API Shield and Traceable API Security Platform stood in it.
Cloudflare API Shield first, Traceable API Security Platform an alternative
1 of 14 modelsTraceable API Security Platform was named in the answer but not as the choice, or not at all.Perplexity SonarCloudflare API Shield alternatives: 42Crunch, Traceable API Security Platform
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Orca Security alternatives: Check Point CloudGuard WAF, Cloudflare API Shield, Imperva API Security, Invicti API Security, Salt Security, Traceable API Security Platform
GPT-5.4 miniAkamai API Security alternatives: 42Crunch, Akto, Imperva API Security, Salt Security, Traceable API Security Platform, Wallarm API Security
Gemini 3.5 FlashWallarm API Security alternatives: 42Crunch, Cloudflare API Shield, Salt Security, Traceable API Security Platform
Grok 4.20Salt Security alternatives: Cequence Unified API Protection, Cloudflare API Shield, Fastly, Traceable API Security Platform, Wallarm API Security
DeepSeek V4 FlashWallarm API Security alternatives: 42Crunch, Akamai API Security, Cequence Unified API Protection, Cloudflare API Shield, Traceable API Security Platform
MiniMax M2.5Salt Security alternatives: Cequence Unified API Protection, Imperva API Security, Noname Security, Traceable API Security Platform
GPT-6 LunaWallarm API Security alternatives: Akamai API Security, Cloudflare API Shield, Salt Security
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Mistral SmallGravitee, Zuplo alternatives: Graylog, Kong Gateway
Llama 4 MaverickWallarm API Security alternatives: Aikido Security, Gravitee, OWASP ZAP, Zuplo
Qwen 3.7 Flash42Crunch, Zuplo alternatives: Aikido Security, Salt Security
Kimi K2Levo.ai alternatives: 42Crunch, StackHawk, Wallarm API Security
GLM 4.7 FlashXZuplo alternatives: Akamai API Security, Cequence Unified API Protection
Muse Glimmer 30BZuplo alternatives: 42Crunch, Akamai API Security, Cloudflare Application Security and Performance, Imperva Application Security Platform, Salt Security
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 API Shield leads by thirty-three points.
Cloudflare API Shield33%#1 of 13Traceable API Security Platform0%#11 of 13
The full small business standing →Mid-marketThe figures above
Cloudflare API Shield leads by six points.
Cloudflare API Shield10%#4 of 15Traceable API Security Platform4%#7 of 15
The full mid-market standing →Enterprise
The order flips: Traceable API Security Platform leads at enterprise.
Traceable API Security Platform4%#3 of 13
Cloudflare API Shield0%#11 of 13What the models said about Cloudflare API Shield
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“both Cloudflare and Salt operate on volumetric licensing. This can lead to unexpected cost increases” Muse Glimmer 30B · negative prompt · soft negative
“For most small businesses and startups, Cloudflare offers the best balance of price and power.” Qwen 3.7 Flash · budget prompt · first choice
“I'd recommend starting with Cloudflare's free tier + Kong Gateway (open source)” Kimi K2 · budget prompt · first choice
“I'd suggest starting with Cloudflare API Shield or Kong (open source)” MiniMax M2.5 · budget prompt · first choice
What the models said about Traceable API Security Platform
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Enterprise-focused pricing and deployment” Kimi K2 · direct prompt · hard negative
“Also has a 12% negative rate, which, while lower than Salt and Akamai, is still worth noting for potential issues.” Mistral Small · negative prompt · soft negative
“Premium platforms such as Salt, Traceable, and Akamai are generally better suited to larger organizations” Perplexity Sonar · budget prompt · soft negative
“Top picks for runtime/behavioral: Salt Security, Traceable, Wallarm, Cequence, or Data Theorem” Grok 4.20 · negative prompt · first choice
“Best Overall for Mid-Sized Tech & SaaS: [Traceable AI]” Gemini 3.5 Flash · paraphrase prompt · first choice
“Top Recommendation: Wallarm or Traceable AI” Kimi K2 · paraphrase prompt · first choice
Also compared
Salt Security vs Cloudflare API ShieldSalt Security vs Traceable API Security PlatformZuplo vs Cloudflare API ShieldZuplo vs Traceable API Security PlatformWallarm API Security vs Cloudflare API ShieldWallarm API Security vs Traceable API Security PlatformCloudflare API Shield vs OWASP ZAPCloudflare API Shield vs Akamai API SecurityCloudflare API Shield vs Kong GatewayOWASP ZAP vs Traceable API Security PlatformAkamai API Security vs Traceable API Security PlatformTraceable API Security Platform vs Kong GatewayAll twenty-eight head-to-head pages and the full API security standing
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.