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API security platforms · October 2026 Edition

OWASP ZAP vs Traceable AI

Zero of fourteen models named OWASP ZAP first on the direct prompt; two named Traceable AI. OWASP ZAP was named by ten of the fourteen models and Traceable AI by nine and OWASP ZAP carries 12 labels and Traceable AI 17, so the shares are not directly comparable.

OWASP ZAP

accepted challenger

Named in four categories this edition.

Traceable AI

accepted challenger

Named in one category this edition.

First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate17%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 13; printed, not drawn.
Labels1217A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, OWASP ZAP 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. Wallarm API Security vs OWASP ZAP · Wallarm API Security vs Traceable AI · OWASP ZAP vs 42Crunch

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.
OWASP ZAPFirst choices, of fourteen modelsTraceable AI
Direct02
Paraphrase00
Comparative031 against OWASP ZAP
Budget-constrained511 against Traceable AI
Scale-constrained00
Negative001 against OWASP ZAP · 1 against Traceable AI
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.

Every model, every framing

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

The direct prompt

The plain question, one answer per model, grouped by where OWASP ZAP and Traceable AI stood in it.

Traceable AI first, OWASP ZAP not the choice

2 of 14 modelsOWASP ZAP was named in the answer but not as the choice, or not at all.
Kimi K2Data Theorem, Traceable AI alternatives: APIsec, Beagle Security, Imperva API Security
Muse Glimmer 30BCheck Point CloudGuard WAF, Traceable AI alternatives: Akamai API Security, Cequence Unified API Protection, Noname, Salt Security, Treblle

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.
Grok 4.1 FastSalt Security alternatives: Akamai API Security, Cequence Unified API Protection, Noname Security, Traceable AI
Mistral SmallAikido Security, Data Theorem API Security alternatives: Imperva API Security, Traceable AI, Wallarm API Security
GLM 4.7 FlashXZuplo alternatives: Apigee, Kong Gateway, Salt Security, Traceable AI

Neither was named

9 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Salt Security alternatives: 42Crunch, Wallarm API Security
GPT-5.4 miniAkamai API Security alternatives: Akto, Imperva API Security, Traceable API Security Platform
Gemini 3.5 FlashWallarm API Security alternatives: Cloudflare API Shield, Harness WAAP, Salt Security, StackHawk
Perplexity SonarAikido Security alternatives: Check Point CloudGuard WAF
DeepSeek V4 FlashNoname Security alternatives: APIsec, Postman, Traceable, Wallarm API Security
Llama 4 MaverickAikido Security alternatives: AWS API Gateway with AWS Shield, Salt Security
Qwen 3.7 FlashNoname Security alternatives: 42Crunch, StackHawk, Wallarm API Security
MiniMax M2.5Auth0 alternatives: Cloudflare API Shield, Imperva API Security, Noname Security, Salt Security
GPT-6 LunaWallarm API Security alternatives: 42Crunch, 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
OWASP ZAP leads by seven points.
OWASP ZAP7%#5 of 14
Traceable AI0%#– of 14
The full small business standing →
Mid-marketThe figures above
OWASP ZAP leads by four points.
OWASP ZAP10%#2 of 13
Traceable AI6%#6 of 13
The full mid-market standing →
Enterprise
OWASP ZAP is not named for this buyer.
Traceable AI2%#6 of 12
OWASP ZAP—not named
The full enterprise standing →

What the models said about OWASP ZAP

No label in this category carried a quote.

What the models said about Traceable AI

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

“enterprise platforms like Salt Security or Traceable AI (which typically cost $50k+ per year)” DeepSeek V4 Flash · budget prompt · soft negative
“Harness merged with Traceable AI.” Gemini 3.5 Flash · negative prompt · soft negative
“dedicated purpose-built solutions like Salt Security, Traceable AI, Wallarm, Akamai API Security, and Cequence Security” Grok 4.1 Fast · comparative prompt · first choice
“starting with a free tier from 42Crunch or Traceable AI allows you to evaluate the platform before committing financially” Claude Haiku 4.5 · budget prompt · first choice
“Choose Salt or Traceable if you need deep behavioral analytics and identity-aware protection” Kimi K2 · comparative 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.