Kosmoy vs Trace
A detailed comparison to help you choose the right AI tool for your workflow.
Kosmoy
Kosmoy is an AI management platform designed specifically for regulated enterprises, providing a comprehensive control plane for all AI activity. It includes an AI Gateway, LLM Gateway, and an AI agents sandbox (Action Capsule) all operating within your dedicated Kubernetes cluster. This platform addresses critical enterprise risks like Shadow AI, fragmented governance, and agent risk. It standardizes policy enforcement—such as guardrails, RBAC, and logging—once at the gateway, rather than requiring implementation in every individual application. Kosmoy ensures full control over the entire AI system lifecycle. Features include continuous monitoring, AI governance, and containing agents in a secure, Kubernetes-native sandbox environment, allowing it to run on Azure, AWS, GCP, or on-prem.
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Trace
Trace-AI provides end-to-end supply-chain security by automatically generating Software Bill of Materials (SBOMs) using CycloneDX and SPDX. By connecting to GitHub or GitLab, the tool analyzes direct and transitive dependencies to provide a full inventory of all components in your software. The platform offers exploit-aware risk scoring, moving beyond traditional CVE lists to prioritize vulnerabilities with known, actionable exploits. It also tracks license compliance to identify potential issues with copyleft licenses (like GPL/LGPL) and provides critical vendor visibility, monitoring APIs and breach history. Built for enterprise transparency, Trace-AI ensures its core logic is open-source and auditable. It consolidates dependency analysis, risk scoring, and compliance checks into a single dashboard, allowing teams to easily generate audit-ready evidence for standards like ISO 27001 and SOC 2.
View Trace →Feature Comparison
Kosmoy
- •AI Gateway: Central policy point for LLM, MCP, and agent calls
- •Action Capsule: Kubernetes-native sandbox for wild agents
- •AI Governance and Monitoring for full observability
- •Supports Azure, AWS, GCP, and on-prem deployment
- •Designed for EU AI Act compliance
Trace
- •Real-time SBOM generation (CycloneDX/SPDX)
- •Exploit-aware vulnerability scoring
- •License compliance tracking
- •Vendor monitoring and visibility
- •Direct and transitive dependency analysis
At a glance
| Kosmoy | Trace | |
|---|---|---|
| Category | Business | Business |
| Pricing | — | Freemium |
| Community Rating | No reviews | No reviews |
| Upvotes on Stremit | 0 | 89 |
| Website | kosmoy.com ↗ | trace-ai.dev ↗ |
Kosmoy vs Trace: Which is Better?
Choosing between Kosmoy and Trace depends on your specific needs. Both tools belong to the Business category, making them direct competitors. Compare their pricing, features, and user reviews above to make the best choice for your workflow.
Visit the individual tool pages for more detailed information, community reviews, and feature breakdowns.
Frequently asked questions
What is the difference between Kosmoy and Trace?
Kosmoy: Kosmoy is an AI management platform designed specifically for regulated enterprises, providing a comprehensive control plane for all AI activity. It includes an AI Gateway, LLM Gateway, and an AI agents sandbox (Action… Trace: Trace-AI provides end-to-end supply-chain security by automatically generating Software Bill of Materials (SBOMs) using CycloneDX and SPDX. By connecting to GitHub or GitLab, the tool analyzes direct and transitive…
Is Trace free?
Trace is listed as Freemium on Stremit. Check the tool's site for current plans.
Are Kosmoy and Trace competitors?
Yes — both are Business tools on Stremit, so people often compare them before choosing.