One of fourteen models named Grip Security first on the direct prompt; one named Adaptive Shield. Grip Security was named by twelve of the fourteen models and Adaptive Shield by twelve and Grip Security carries 23 labels and Adaptive Shield 20, 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 Adaptive Shield were named in the same answer twenty-three times, of the 85 answers naming Grip Security and the 57 naming Adaptive Shield. In those answers Adaptive Shield took the first choice five times and Grip Security three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | AS | AS | AS | |||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | AS | AS | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | AS | AS | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | AS | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | AS | |||||
| Muse Glimmer 30B | AS | AS |
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.
“Avoid: Enterprise-focused platforms like ... Adaptive Shield” DeepSeek V4 Flash · budget prompt · hard negative
“Adaptive Shield was acquired by CrowdStrike and is now marketed as Falcon Shield. That's not, by itself, a reason to avoid it; it is a reason to confirm the exact product, support, pricing, and roadmap” GPT-6 Luna · negative prompt · soft negative
“Adaptive Shield was acquired by CrowdStrike in 2024... ties SSPM buying to Falcon. If you are not a Falcon shop, you are effectively buying into a bundled platform.” Muse Glimmer 30B · negative prompt · soft negative
“Adaptive Shield and Wing Security are the most commonly recommended mid-market combos” Muse Glimmer 30B · paraphrase prompt · first choice
“making it a strong choice for enterprises needing broad coverage and XDR integration” Mistral Small · comparative prompt · first choice
“Top Recommendation: Adaptive Shield (now CrowdStrike Falcon Shield)” DeepSeek V4 Flash · direct 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.