One of fourteen models named AppOmni first on the direct prompt; zero named Spin.AI. AppOmni was named by fourteen of the fourteen models and Spin.AI by nine and AppOmni carries 42 labels and Spin.AI 13, 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.
| 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 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I recommend Spin.AI (SpinOne) as a top SSPM tool” Mistral Small · paraphrase prompt · first choice
“Combines SSPM with SaaS backup/recovery and ransomware detection for M365/Workspace/Salesforce posture” Claude Haiku 4.5 · direct prompt · alternative
“particularly well-suited for mid-sized businesses seeking an affordable and comprehensive platform” Claude Haiku 4.5 · budget 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.