One of fourteen models named AppOmni first on the direct prompt; two named CrowdStrike Falcon Shield. AppOmni was named by fourteen of the fourteen models and CrowdStrike Falcon Shield by eleven and AppOmni carries 52 labels and CrowdStrike Falcon Shield 23, 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 November 2026 Edition, AppOmni and CrowdStrike Falcon Shield were named in the same answer seventy-seven times, of the 165 answers naming AppOmni and the 83 naming CrowdStrike Falcon Shield. In those answers CrowdStrike Falcon Shield took the first choice twelve times and AppOmni thirty-three.
| 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. Six of eight in this category shown.
“Be cautious with AppOmni. Recent independent AI-driven sentiment analysis ... flags it as one to potentially avoid or approach carefully” Grok 4.20 · negative prompt · hard negative
“Avoid enterprise-first platforms like AppOmni, Obsidian Security (paid tier), and CrowdStrike Falcon SSPM if you're a small business.” Muse Glimmer 30B · negative prompt · hard negative
“What to Avoid on a Budget ... (AppOmni, Palo Alto Prisma, Zscaler, CrowdStrike Falcon Shield) require sales quotes” Kimi K2 · budget prompt · hard negative
“Choose AppOmni if you run heavily customized instances of Salesforce, ServiceNow, or Workday that demand granular configuration oversight.” Gemini 3.5 Flash · comparative prompt · first choice
“Best for deep configuration coverage and visibility into SaaS apps like Salesforce, Slack, and Microsoft 365.” Mistral Small · paraphrase prompt · first choice
“AppOmni remains the go-to for deep configuration management of tier-1 SaaS like Salesforce and Workday.” Claude Haiku 4.5 · comparative 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" ... regularly listed as a criticised challenger for SMB.” Muse Glimmer 30B · negative prompt · hard negative
“What to Avoid on a Budget” Kimi K2 · budget prompt · hard negative
“Large platform bundles: CrowdStrike Falcon Shield, Zscaler's SaaS-security offerings, Microsoft Defender for Cloud Apps... verify whether their SSPM functionality is equivalent to a dedicated SSPM console” Perplexity Sonar · negative prompt · soft negative
“If you already use CrowdStrike → Falcon Shield (seamless integration, best-in-class detection)” Kimi K2 · direct prompt · first choice
“the best default recommendation is CrowdStrike Shield (formerly Adaptive Shield)” Perplexity Sonar · paraphrase prompt · first choice
“Top Recommendation: CrowdStrike Falcon Shield (formerly Adaptive Shield)” DeepSeek V4 Flash · paraphrase 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.