Zero of fourteen models named 42Crunch first on the direct prompt; one named Akamai API Security. 42Crunch was named by twelve of the fourteen models and Akamai API Security by fourteen and 42Crunch carries 31 labels and Akamai API Security 39, 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, 42Crunch and Akamai API Security were named in the same answer fifty-five times, of the 86 answers naming 42Crunch and the 125 naming Akamai API Security. In those answers Akamai API Security took the first choice eleven times and 42Crunch nine.
| 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.
“If you use cloud-delivery platforms (like Cloudflare, Fastly, or Akamai) on their basic, entry-level, or pro tiers, do not assume your APIs are safe.” Gemini 3.5 Flash · negative prompt · soft negative
“exercise caution with these due to recurring user-reported drawbacks ... Steep learning curve and complex initial setup” Grok 4.1 Fast · negative prompt · soft negative
“premium enterprise API security platforms (like Salt Security, Akamai/Noname, or Traceable) are usually out of reach” Gemini 3.5 Flash · budget prompt · soft negative
“For most mid-sized B2B companies, Akamai API Security stands out due to its comprehensive discovery and protection features” Mistral Small · paraphrase prompt · first choice
“A strong enterprise shortlist candidate for complex, hybrid estates and teams wanting broad governance and testing.” GPT-6 Luna · comparative prompt · first choice
“Akamai API Security is a very strong default choice if you want a purpose-built platform with broad capability” GPT-5.4 mini · direct 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.