Two of fourteen models named Salt Security first on the direct prompt; one named Akamai API Security. Both were named by all fourteen models and Salt Security carries 55 labels and Akamai API Security 51, 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 November 2026 Edition, Salt Security and Akamai API Security were named in the same answer 126 times, of the 159 answers naming Salt Security and the 142 naming Akamai API Security. In those answers Akamai API Security took the first choice nine times and Salt Security forty-two.
| 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. Six of eight in this category shown.
“What to Avoid (Unless You Have Enterprise Budget) | Salt Security | ~$50k–$100k+ | Enterprise-only sales; heavy tuning required” Kimi K2 · direct prompt · hard negative
“Enterprise-grade tools like Salt Security, Akamai API Security, or Cequence often start at thousands per month and are better suited for larger organizations.” Grok 4.20 · budget prompt · soft negative
“Best for mid-market companies with complex API ecosystems, though it is often recommended more for larger organizations” Mistral Small · direct prompt · soft negative
“Salt Security | AI-driven behavioral analysis, cloud-native architecture, continuous learning from traffic patterns | Large, dynamic API estates needing dedicated API-specific defense” Kimi K2 · comparative prompt · first choice
“Positioned as best for large enterprises requiring advanced API discovery and threat protection... Described as best behavioral runtime in 2026 rankings.” Muse Glimmer 30B · comparative prompt · first choice
“1. Salt Security ... Best For: Large enterprises seeking deep, out-of-band behavioral analysis across hybrid and multi-cloud environments.” Gemini 3.5 Flash · comparative 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.