Zero of fourteen models named OWASP ZAP first on the direct prompt; one named Akamai API Security. OWASP ZAP was named by ten of the fourteen models and Akamai API Security by fourteen and OWASP ZAP carries 12 labels and Akamai API Security 39, so the shares are not directly comparable.
Named in four 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 4.1 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 |
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.
No label in this category carried a quote.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“If you use cloud-delivery platforms (like Cloudflare, Fastly, or Akamai) on their basic, entry-level, or pro tiers, do not assume your APIs are safe.” Gemini 3.5 Flash · negative prompt · soft negative
“exercise caution with these due to recurring user-reported drawbacks ... Steep learning curve and complex initial setup” Grok 4.1 Fast · negative prompt · soft negative
“premium enterprise API security platforms (like Salt Security, Akamai/Noname, or Traceable) are usually out of reach” Gemini 3.5 Flash · budget prompt · soft negative
“For most mid-sized B2B companies, Akamai API Security stands out due to its comprehensive discovery and protection features” Mistral Small · paraphrase prompt · first choice
“A strong enterprise shortlist candidate for complex, hybrid estates and teams wanting broad governance and testing.” GPT-6 Luna · comparative prompt · first choice
“Akamai API Security is a very strong default choice if you want a purpose-built platform with broad capability” GPT-5.4 mini · direct 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.