Two of fourteen models named Nudge Security first on the direct prompt; one named Grip Security. Nudge Security was named by fourteen of the fourteen models and Grip Security by twelve and Nudge Security carries 29 labels and Grip Security 30, so the shares are not directly comparable.
Named in five categories this edition.
Named in three 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 saas security posture management page.
Across every category in the November 2026 Edition, Nudge Security and Grip Security were named in the same answer fifty-three times, of the 122 answers naming Nudge Security and the 90 naming Grip Security. In those answers Grip Security took the first choice zero times and Nudge Security eleven.
| 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 five in this category shown.
“Nudge Security, Wing Security, and Grip Security can be appropriate when shadow IT and identity-adjacent discovery are the primary problem; test whether they provide the configuration depth” Perplexity Sonar · negative prompt · soft negative
“I'd generally recommend Nudge Security if your main goal is SaaS security posture management / SaaS governance” GPT-5.4 mini · paraphrase prompt · first choice
“Nudge is frequently recommended for mid-sized organizations because it focuses on usability and rapid ROI.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Nudge Security is the most commonly cited low-cost paid option, with a $5/active user/mo scale” Muse Glimmer 30B · budget 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.
“Nudge Security, Wing Security, and Grip Security can be appropriate when shadow IT and identity-adjacent discovery are the primary problem” Perplexity Sonar · negative prompt · soft negative
“flagged for missing critical OAuth/AI integration attack surfaces” Mistral Small · negative prompt · soft negative
“Choose Wing Security or Grip Security if you want lower-friction pricing, strong shadow-SaaS/AI-app discovery and self-service onboarding” Muse Glimmer 30B · direct prompt · first choice
“Excels in identity-first security and comprehensive visibility. Strongest in discovering shadow SaaS” Grok 4.20 · comparative prompt · first choice
“SaaS Alerts or Grip Security are good starting points” GLM 4.7 FlashX · 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.