Two of fourteen models named Obsidian Security first on the direct prompt; two named CrowdStrike Falcon Shield. Obsidian Security was named by fourteen of the fourteen models and CrowdStrike Falcon Shield by eleven and Obsidian Security carries 43 labels and CrowdStrike Falcon Shield 23, so the shares are not directly comparable.
Named in three categories 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, Obsidian Security and CrowdStrike Falcon Shield were named in the same answer fifty-two times, of the 117 answers naming Obsidian Security and the 83 naming CrowdStrike Falcon Shield. In those answers CrowdStrike Falcon Shield took the first choice seven times and Obsidian Security one.
| 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.
“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
“it also has a significant negative rate (64% negative feedback) and is flagged as a criticized challenger” Mistral Small · negative prompt · hard negative
“having a high negative share on labels, indicating that it may not be a reliable choice” Llama 4 Maverick · negative prompt · hard negative
“Adaptive Shield or Obsidian Security offer the best balance of features, usability, and value” GLM 4.7 FlashX · direct prompt · first choice
“or Obsidian Security if you need mature threat detection alongside posture management” Claude Haiku 4.5 · paraphrase prompt · first choice
“Obsidian Security — *Best Overall for Posture + Threat Detection*” Gemini 3.5 Flash · direct 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.