One of fourteen models named Grip Security first on the direct prompt; one named AppOmni. Grip Security was named by twelve of the fourteen models and AppOmni by fourteen and Grip Security carries 23 labels and AppOmni 42, 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 saas security posture management page.
Across every category in the October 2026 Edition, Grip Security and AppOmni were named in the same answer sixty-two times, of the 85 answers naming Grip Security and the 141 naming AppOmni. In those answers AppOmni took the first choice nineteen times and Grip Security six.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to Avoid: AppOmni (For now) ... For most mid-sized B2B companies, it is simply overkill.” Gemini 3.5 Flash · paraphrase prompt · hard negative
“What to Avoid ... require enterprise sales quotes and typically have high annual minimums” Kimi K2 · budget prompt · hard negative
“Avoid: Enterprise-focused platforms like AppOmni” DeepSeek V4 Flash · budget prompt · hard negative
“AppOmni: Strong SSPM-focused vendor; broad SaaS coverage; strong emphasis on SaaS app configurations, permissions, data exposure” GPT-5.4 mini · comparative prompt · first choice
“AppOmni is a strong default pick if you have a lot of business-critical SaaS apps and want deeper posture coverage.” GPT-5.4 mini · direct prompt · first choice
“it is the industry standard for securing complex enterprise SaaS environments that hold critical customer data” Gemini 3.5 Flash · 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.