Zero of fourteen models named OWASP ZAP first on the direct prompt; one named Akamai API Security. OWASP ZAP was named by thirteen of the fourteen models and Akamai API Security by fourteen and OWASP ZAP carries 16 labels and Akamai API Security 51, so the shares are not directly comparable.
Named in six 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 API security platforms page.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“OWASP ZAP is the most widely used open-source DAST tool and the strongest free option for API security testing.” Claude Haiku 4.5 · budget prompt · first choice
“Best Overall Free/Open-Source Choice ... Completely free and open-source, with no usage limits or hidden fees.” Grok 4.20 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Bundled WAAP complexity; overkill for mid-market” Kimi K2 · direct prompt · hard negative
“Bundled WAAP/WAF offerings: Akamai, Imperva, F5... verify that the API module provides genuine API inventory, behavioral detection” Perplexity Sonar · negative prompt · soft negative
“G2 and other reviews mention a steep learning curve, slow performance with large datasets, and challenges in intuitive UI/handling” Grok 4.20 · negative prompt · soft negative
“End-to-end platform; excellent for large enterprises with distributed APIs; combines discovery with runtime protection.” Grok 4.20 · comparative prompt · first choice
“My default pick for most mid-market B2B companies: Akamai API Security” GPT-5.4 mini · direct prompt · first choice
“Best overall default: Akamai API Security” GPT-5.4 mini · 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.