Zero of fourteen models named Obsidian Security first on the direct prompt; one named Adaptive Shield. Obsidian Security was named by thirteen of the fourteen models and Adaptive Shield by twelve and Obsidian Security carries 32 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, Obsidian Security and Adaptive Shield were named in the same answer twenty-five times, of the 97 answers naming Obsidian Security and the 57 naming Adaptive Shield. In those answers Adaptive Shield took the first choice six times and Obsidian Security two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | AS | AS | ||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | AS | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | AS | |||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | AS | |||||
| Muse Glimmer 30B | 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. Six of seven in this category shown.
“Avoid: Enterprise-focused platforms like ... Obsidian Security” DeepSeek V4 Flash · budget prompt · hard negative
“No built-in remediation or enforcement — identifies threats but doesn't automate response” Kimi K2 · negative prompt · soft negative
“Stronger for enterprise budgets; adds UEBA/behavioral analytics” DeepSeek V4 Flash · direct prompt · soft negative
“Obsidian Security is the strongest budget-friendly starting point because it advertises a $0/month free tier for up to 1,000 users” GPT-5.4 mini · budget prompt · first choice
“Obsidian is currently the standout SaaS vendor for small teams due to its genuinely useful free tier.” GLM 4.7 FlashX · budget prompt · first choice
“Choose AppOmni or Obsidian if you want deep, enterprise-grade SSPM across many SaaS applications.” Perplexity Sonar · 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” 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.