Four of fourteen models named Wallarm API Security first on the direct prompt; one named Cloudflare API Shield. Wallarm API Security was named by thirteen of the fourteen models and Cloudflare API Shield by fourteen and Wallarm API Security carries 37 labels and Cloudflare API Shield 30, 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 November 2026 Edition, Wallarm API Security and Cloudflare API Shield were named in the same answer forty-four times, of the 97 answers naming Wallarm API Security and the 106 naming Cloudflare API Shield. In those answers Cloudflare API Shield took the first choice twelve times and Wallarm API Security four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Three of four in this category shown.
“The best API security platform for a mid-market B2B company is Wallarm API Security” Llama 4 Maverick · direct prompt · first choice
“If I had to pick one for a typical mid-market, cloud-native B2B company: Wallarm” GPT-6 Luna · direct prompt · first choice
“My default recommendation: Wallarm API Security for a mid-sized B2B company” GPT-6 Luna · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“both Cloudflare and Salt operate on volumetric licensing. This can lead to unexpected cost increases” Muse Glimmer 30B · negative prompt · soft negative
“For most small businesses and startups, Cloudflare offers the best balance of price and power.” Qwen 3.7 Flash · budget prompt · first choice
“I'd recommend starting with Cloudflare's free tier + Kong Gateway (open source)” Kimi K2 · budget prompt · first choice
“I'd suggest starting with Cloudflare API Shield or Kong (open source)” MiniMax M2.5 · budget 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.