One of fourteen models named Akamai API Security first on the direct prompt; two named Noname Security. Akamai API Security was named by fourteen of the fourteen models and Noname Security by eleven and Akamai API Security carries 39 labels and Noname Security 14, so the shares are not directly comparable.
Named in one category 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.
Across every category in the October 2026 Edition, Akamai API Security and Noname Security were named in the same answer twenty times, of the 125 answers naming Akamai API Security and the 34 naming Noname Security. In those answers Noname Security took the first choice one time and Akamai API Security three.
| 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 | NS | |||||
| DeepSeek V4 Flash | NS | NS | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | NS | NS | ||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | NS | |||||
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Criticized for long setup times, limited remediation guidance... Some experts consider it less effective compared to newer agentless approaches” Mistral Small · negative prompt · hard negative
“This is the most frequently criticized major vendor in the space.” DeepSeek V4 Flash · negative prompt · hard negative
“Post-acquisition integration still in progress; some pre-acquisition roadmap features delayed; product now bundled with Akamai's broader portfolio” Kimi K2 · negative prompt · soft negative
“For most mid-market B2B companies, I'd recommend starting with Noname (Akamai API Security)” DeepSeek V4 Flash · direct prompt · first choice
“For pure API Security & Visibility: Go with Noname Security.” Qwen 3.7 Flash · direct prompt · first choice
“this is the market leader for mid-to-large organizations” Qwen 3.7 Flash · 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.