Zero of fourteen models named 42Crunch first on the direct prompt; two named Salt Security. 42Crunch was named by twelve of the fourteen models and Salt Security by fourteen and 42Crunch carries 31 labels and Salt Security 43, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories 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, 42Crunch and Salt Security were named in the same answer fifty-nine times, of the 86 answers naming 42Crunch and the 133 naming Salt Security. In those answers Salt Security took the first choice sixteen times and 42Crunch ten.
| 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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“42Crunch reviewers specifically call out that inaccurate contracts reduce effectiveness, and that deployment/orchestration can add overhead.” GPT-5.4 mini · negative prompt · soft negative
“Pricing is the most accessible among dedicated platforms: a free tier for individual developers, a single user plan starting at $7.50 per month” Claude Haiku 4.5 · budget prompt · first choice
“Best overall budget-conscious choice: 42Crunch if you want to start smaller and keep costs more predictable.” GPT-5.4 mini · budget prompt · first choice
“42Crunch: Often recommended for its affordability and robust API security features.” Mistral Small · budget 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.
“Another platform frequently mentioned as having significant setup and operational overhead.” Mistral Small · negative prompt · hard negative
“Avoid Salt Security ($100k+/year)” Kimi K2 · direct prompt · hard negative
“Salt Security is frequently cited as a category pioneer for AI-powered behavioral threat detection and API discovery... also note typical enterprise caveats: shift-left and SIEM logging integrations are still maturing in places, and smaller teams report sales-led buying and opaque pricing.” Muse Glimmer 30B · negative prompt · soft negative
“If you want to stop complex logic abuse (like BOLA) in runtime without adding any latency to your production traffic, select Salt Security or Traceable AI.” Gemini 3.5 Flash · comparative prompt · first choice
“dedicated purpose-built solutions like Salt Security, Traceable AI, Wallarm, Akamai API Security, and Cequence Security” Grok 4.1 Fast · comparative prompt · first choice
“Purpose-built API security platform that combines API discovery, posture governance, and runtime threat detection in a single product.” Muse Glimmer 30B · comparative 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.