One of fourteen models named Grip Security first on the direct prompt; one named Valence Security. Grip Security was named by twelve of the fourteen models and Valence Security by fourteen and Grip Security carries 30 labels and Valence Security 25, 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, Grip Security and Valence Security were named in the same answer thirty-two times, of the 90 answers naming Grip Security and the 62 naming Valence Security. In those answers Valence Security took the first choice two times and Grip 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. Five of six in this category shown.
“Nudge Security, Wing Security, and Grip Security can be appropriate when shadow IT and identity-adjacent discovery are the primary problem” Perplexity Sonar · negative prompt · soft negative
“flagged for missing critical OAuth/AI integration attack surfaces” Mistral Small · negative prompt · soft negative
“Choose Wing Security or Grip Security if you want lower-friction pricing, strong shadow-SaaS/AI-app discovery and self-service onboarding” Muse Glimmer 30B · direct prompt · first choice
“Excels in identity-first security and comprehensive visibility. Strongest in discovering shadow SaaS” Grok 4.20 · comparative prompt · first choice
“SaaS Alerts or Grip Security are good starting points” GLM 4.7 FlashX · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“AppOmni, Obsidian Security, Valence, Reco, DoControl, and comparable vendors should still be tested against your specific critical applications” Perplexity Sonar · negative prompt · soft negative
“Approach with caution for large enterprises” Kimi K2 · negative prompt · soft negative
“Valence Security is the best overall choice for mid-market B2B companies” MiniMax M2.5 · direct prompt · first choice
“Valence brings clarity to SaaS-to-SaaS and OAuth supply chain risk, with one of the most credible AI-SPM stories.” Claude Haiku 4.5 · comparative prompt · alternative
“If your business lives and dies by interconnected SaaS integrations, Valence Security is worth a close look.” DeepSeek V4 Flash · direct prompt · alternative
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.