Zero of fourteen models named Obsidian Security first on the direct prompt; one named AppOmni. Obsidian Security was named by thirteen of the fourteen models and AppOmni by fourteen and Obsidian Security carries 32 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, Obsidian Security and AppOmni were named in the same answer eighty times, of the 97 answers naming Obsidian Security and the 141 naming AppOmni. In those answers AppOmni took the first choice twenty-nine times and Obsidian Security 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 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.
“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.