Zero of fourteen models named Nudge Security first on the direct prompt; one named Grip Security. Nudge Security was named by thirteen of the fourteen models and Grip Security by twelve and Nudge Security carries 30 labels and Grip Security 23, so the shares are not directly comparable.
Named in three categories 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 saas security posture management page.
Across every category in the October 2026 Edition, Nudge Security and Grip Security were named in the same answer forty-one times, of the 118 answers naming Nudge Security and the 85 naming Grip Security. In those answers Grip Security took the first choice two times and Nudge Security 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. Three of three in this category shown.
“For a mid-sized B2B company, I would recommend Nudge Security.” Qwen 3.7 Flash · paraphrase prompt · first choice
“For a typical mid-sized B2B company, I'd start with Nudge Security” GPT-6 Luna · paraphrase prompt · first choice
“1. Nudge Security - Best overall for mid-market” Claude Haiku 4.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“The caveat is "skip if you only need a lightweight app inventory, your identity source is not trusted, or no team owns follow-up on risky apps” Muse Glimmer 30B · negative prompt · soft negative
“No analysis or remediation for sensitive data exposure, lacks deep configuration management, and minimal to no ITDR capabilities.” Claude Haiku 4.5 · negative prompt · soft negative
“Wing and Grip are frequently highlighted as the top value and discovery picks for mid-market B2B companies” Mistral Small · direct prompt · first choice
“I would recommend Grip Security if your biggest need is discovering and controlling *shadow SaaS*” Perplexity Sonar · paraphrase prompt · first choice
“I'd recommend shortlisting 2–3 vendors (e.g., CrowdStrike Falcon Shield, AppOmni, and Grip)” DeepSeek V4 Flash · scale 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.