# Traceable AI vs StackHawk: which do AI models recommend for API security, October 2026

IT AI Recommendation Index, October 2026 Edition, API security platforms. Two of fourteen models named Traceable AI first on the direct prompt; zero named StackHawk. Page: https://it-ai-index.com/security/api-security-platforms/traceable-ai-vs-stackhawk/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Traceable AI | 6% | #6 of 13 | 12% | 17 | 9 of 14 |
| StackHawk | 4% | #8 of 13 | 5% | 19 | 12 of 14 |

## The direct prompt, model by model

- Kimi K2: traceable ai first (first choices: Data Theorem, Traceable AI) (alternatives: APIsec, Beagle Security, Imperva API Security)
- Muse Glimmer 30B: traceable ai first (first choices: Check Point CloudGuard WAF, Traceable AI) (alternatives: Akamai API Security, Cequence Unified API Protection, Noname, Salt Security, Treblle)
- Gemini 3.5 Flash: neither first, one named (first choices: Wallarm API Security) (alternatives: Cloudflare API Shield, Harness WAAP, Salt Security, StackHawk)
- Grok 4.1 Fast: neither first, one named (first choices: Salt Security) (alternatives: Akamai API Security, Cequence Unified API Protection, Noname Security, Traceable AI)
- Mistral Small: neither first, one named (first choices: Aikido Security, Data Theorem API Security) (alternatives: Imperva API Security, Traceable AI, Wallarm API Security)
- Qwen 3.7 Flash: neither first, one named (first choices: Noname Security) (alternatives: 42Crunch, StackHawk, Wallarm API Security)
- GLM 4.7 FlashX: neither first, one named (first choices: Zuplo) (alternatives: Apigee, Kong Gateway, Salt Security, Traceable AI)
- Claude Haiku 4.5: neither named (first choices: Salt Security) (alternatives: 42Crunch, Wallarm API Security)
- GPT-5.4 mini: neither named (first choices: Akamai API Security) (alternatives: Akto, Imperva API Security, Traceable API Security Platform)
- Perplexity Sonar: neither named (first choices: Aikido Security) (alternatives: Check Point CloudGuard WAF)
- DeepSeek V4 Flash: neither named (first choices: Noname Security) (alternatives: APIsec, Postman, Traceable, Wallarm API Security)
- Llama 4 Maverick: neither named (first choices: Aikido Security) (alternatives: AWS API Gateway with AWS Shield, Salt Security)
- MiniMax M2.5: neither named (first choices: Auth0) (alternatives: Cloudflare API Shield, Imperva API Security, Noname Security, Salt Security)
- GPT-6 Luna: neither named (first choices: Wallarm API Security) (alternatives: 42Crunch, Salt Security)

## What the models said about Traceable AI

- "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)

## What the models said about StackHawk

- "If you outgrow them, scale to affordable paid like StackHawk." (Grok 4.1 Fast, budget prompt, soft negative)
- "Best Overall Value (Automated Testing): StackHawk ... widely considered the best balance of cost and capability for startups and SMBs" (Qwen 3.7 Flash, budget prompt, first choice)
- "StackHawk - a developer-centric CI/CD DAST on a budget, with a free tier and paid plans starting at $59/mo." (Llama 4 Maverick, budget prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.