Two of fourteen models named Traceable AI first on the direct prompt; two named Noname Security. Traceable AI was named by nine of the fourteen models and Noname Security by eleven and Traceable AI carries 17 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, Traceable AI and Noname Security were named in the same answer fourteen times, of the 50 answers naming Traceable AI and the 34 naming Noname Security. In those answers Noname Security took the first choice zero times and Traceable AI zero.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | NS | |||||
| 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 | NS | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | NS | |||||
| GPT-6 Luna | NS | |||||
| 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. 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
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.