Zero of fourteen models named Nudge Security first on the direct prompt; zero named Obsidian Security. Nudge Security was named by thirteen of the fourteen models and Obsidian Security by thirteen and Nudge Security carries 30 labels and Obsidian Security 32, 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 October 2026 Edition, Nudge Security and Obsidian Security were named in the same answer forty-two times, of the 118 answers naming Nudge Security and the 97 naming Obsidian Security. In those answers Obsidian Security took the first choice seven times and Nudge Security eight.
| 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. Three of three in this category shown.
“For a mid-sized B2B company, I would recommend Nudge Security.” Qwen 3.7 Flash · paraphrase prompt · first choice
“For a typical mid-sized B2B company, I'd start with Nudge Security” GPT-6 Luna · paraphrase prompt · first choice
“1. Nudge Security - Best overall for mid-market” Claude Haiku 4.5 · paraphrase prompt · first choice
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
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.