Zero of fourteen models named 42Crunch first on the direct prompt; two named Noname Security. 42Crunch was named by twelve of the fourteen models and Noname Security by eleven and 42Crunch carries 31 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | NS | |||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | NS | |||||
| Mistral Small | NS | |||||
| DeepSeek V4 Flash | NS | NS | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| 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. 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.
“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.