Zero of fourteen models named CrowdStrike Falcon Shield first on the direct prompt; one named AppOmni. CrowdStrike Falcon Shield was named by ten of the fourteen models and AppOmni by fourteen and CrowdStrike Falcon Shield carries 22 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, CrowdStrike Falcon Shield and AppOmni were named in the same answer forty-one times, of the 61 answers naming CrowdStrike Falcon Shield and the 141 naming AppOmni. In those answers AppOmni took the first choice thirteen times and CrowdStrike Falcon Shield 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. Six of eight in this category shown.
“What to Avoid ... require enterprise sales quotes and typically have high annual minimums” Kimi K2 · budget prompt · hard negative
“More automated and cost-effective than CrowdStrike Falcon Shield (better for larger firms integrating with EDR, pricier at scale).” Grok 4.1 Fast · paraphrase prompt · soft negative
“often bundled with broader security suites, but a specialist SSPM license is recommended for full functionality” Mistral Small · comparative prompt · soft negative
“I'd generally recommend CrowdStrike Falcon Shield as the strongest default choice for SaaS Security Posture Management (SSPM)” GPT-5.4 mini · 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
“Top Recommendation: CrowdStrike Falcon Shield (formerly Adaptive Shield)” DeepSeek V4 Flash · paraphrase 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.