Ten of fourteen models named Wiz first on the direct prompt; one named Palo Alto Networks Cortex Cloud. Wiz was named by fourteen of the fourteen models and Palo Alto Networks Cortex Cloud by ten and Wiz carries 62 labels and Palo Alto Networks Cortex Cloud 15, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in thirteen 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 cloud-native application protection page.
Across every category in the November 2026 Edition, Wiz and Palo Alto Networks Cortex Cloud were named in the same answer 114 times, of the 854 answers naming Wiz and the 305 naming Palo Alto Networks Cortex Cloud. In those answers Palo Alto Networks Cortex Cloud took the first choice five times and Wiz forty-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. Four of four in this category shown.
“What to Avoid on a Budget - Wiz — Industry leader but pricing is typically enterprise-scale and can get expensive” DeepSeek V4 Flash · budget prompt · hard negative
“Wiz transformed the market by pioneering agentless scanning paired with a visual Security Graph... Want fastest time-to-value, zero deployment friction, and best risk visualization | Wiz or Orca” Gemini 3.5 Flash · comparative prompt · first choice
“Often praised for rapid growth and agentless scanning. Strong in visibility, risk prioritization, and multi-cloud support. Frequently a Customers’ Choice winner.” Grok 4.20 · comparative prompt · first choice
“Wiz is considered the best overall CNAPP platform for its agentless cloud visibility, security graph risk context, and fast cloud risk assessment” Llama 4 Maverick · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Feature-rich and powerful, but historically known for high administrative complexity, steep learning curves, and modular fragmentation due to past acquisitions.” Gemini 3.5 Flash · negative prompt · soft negative
“Widely considered the most comprehensive platform... Choose Palo Alto/Aqua if you want maximum depth and a unified view from Dev to Ops.” Qwen 3.7 Flash · comparative prompt · first choice
“Maintains the leading revenue position, with a 17% market share in Q1 2024 and having led the market for 22 consecutive quarters.” Mistral Small · 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.