# Trace-AI

According to OpenAITools.app telemetry verified on 2026-11-11, Trace-AI (trace-ai.dev) is an AI platform indexed under AI Developer Tools generating 0 monthly visits with a month-over-month traffic delta of -370 (-100%). Its primary geographic market is Global (— traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include Aikido Security (757.49K visits/mo), Beagle Security (38.31K visits/mo), Detecting-AI.com (505.15K visits/mo).

Know what you ship — real-time SBOMs and exploit-aware supply-chain security

## Key Telemetry & Specifications

| Metric | Value |
| :--- | :--- |
| Tool Name | Trace-AI |
| Handle | trace-ai-1 |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Official Domain | trace-ai.dev |
| Website URL | https://trace-ai.dev |
| Categories | AI Developer Tools, Open Source AI Models, AI Checker, AI Detector |
| Pricing Model | Freemium |
| Monthly Visits | 0 |
| MoM Traffic Change | -370 |
| MoM Growth Rate | -100% |
| Primary Market | Global |
| Market Share | — |
| Direct Visits | 0 |
| Organic Search Visits | 0 |
| Social Visits | 0 |
| Referral Visits | 0 |
| Email Visits | 0 |
| Review Score | 4.3 |
| Saved Count | 0 |
| Supported Platforms | Website |
| Billing Platforms |  |
| Attributes | Pricing: Freemium; Features: Website |
| Tags | Supply Chain Security, SBOM, Software Bill of Materials, Vulnerability Management, Exploit Detection, License Compliance, Open Source Security, DevSecOps, Risk Scoring, Dependency Analysis, Audit Readiness, Metadata Analysis, Real-time Security |

## Overview

Trace-AI answers a deceptively hard question: what is actually inside the software you ship? By connecting to a GitHub or GitLab repository, it builds a continuously updated Software Bill of Materials in CycloneDX or SPDX format, covering both direct and transitive dependencies. Because the SBOM refreshes as code evolves, teams always work from a current inventory instead of a stale snapshot.

Rather than dumping every CVE into a dashboard, Trace-AI applies exploit-aware risk scoring. It cross-references threat intelligence so that vulnerabilities with known exploits in the wild surface first, while low-signal alerts stay out of the way. Alongside vulnerability data, the platform tracks license distribution — flagging copyleft licenses such as GPL and LGPL — and monitors vendors, APIs, SDKs and SLA expiry so that third-party risk lives in the same view as code risk.

The product is built with transparency in mind. Its classification logic, policy-as-code checks and risk-scoring configuration are published as an open-source model (ZSBOM) so security teams can audit or fork the rules. Trace-AI is offered on a freemium basis with the first five repositories free, and exports evidence mapped to frameworks like ISO 27001 and SOC 2 for audit readiness.

## Pricing & Plans

Freemium. The first 5 repositories are free (email or Google sign-up, no credit card required), with predictable per-repository pricing as usage scales. Check the official site for current tiers.

## Key Features & Capabilities

- **Real-time SBOM generation:** Produces accurate CycloneDX and SPDX software bills of materials from CI, continuously tracking both direct and transitive dependencies.
- **Exploit-aware vulnerability scanning:** Moves beyond raw CVE dumps by prioritizing vulnerabilities that have known exploits in the wild and providing full context for remediation.
- **License compliance:** Identifies GPL, LGPL and other copyleft licenses instantly, with a policy library to avoid surprises during enterprise or legal review.
- **Vendor visibility:** Tracks APIs, SDKs, SLA expiry and breach history alongside code dependencies so third-party risk is visible in one place.
- **Audit-ready evidence:** Maps SBOM data to ISO 27001, SOC 2, PCI-DSS, HIPAA and GDPR checks and exports CycloneDX, SPDX or JSON reports for auditors.

## Primary Use Cases

- **Prioritize real exploit risk (Security engineer):** Replace overwhelming CVE lists with a ranked view of vulnerabilities that are actually exploitable, so remediation time is spent where it counts.
- **Ship SBOMs from CI (DevSecOps lead):** Wire Trace-AI into GitHub or GitLab so every build produces an up-to-date SBOM and a live security posture dashboard.
- **Prepare for audits (Compliance manager):** Export policy-as-code evidence mapped to ISO 27001 and SOC 2 controls, reducing spreadsheet-driven audit prep.
- **Track third-party vendors (Platform team):** Monitor APIs, SDKs, SLA expiry and breach history to keep vendor risk in the same workflow as dependency risk.

## Strengths

- Continuous, CI-driven SBOMs in standard CycloneDX and SPDX formats
- Exploit-aware scoring reduces alert fatigue versus plain CVE scanning
- Open-source ZSBOM model with auditable, forkable policies and risk scoring
- Combines code, license and vendor risk in a single dashboard

## Limitations

- Only analyzes dependency manifests and lock files, not application source code
- Advanced compliance and vendor features sit behind paid per-repository tiers
- Newer platform with a comparatively small community footprint

## Frequently Asked Questions

### What is an SBOM and why do I need one?
An SBOM is a complete inventory of all the components in your software. It is essential for understanding your security posture, managing vulnerabilities and meeting compliance requirements, especially as supply-chain attacks and regulatory pressure increase.

### How is exploit-aware scanning different from traditional CVE scanning?
Traditional scanners report every CVE, which creates noise and alert fatigue. Trace-AI prioritizes vulnerabilities with known exploits in the wild using multiple threat-intelligence sources, so you focus on real risk first.

### Does Trace-AI read my source code?
No. It only analyzes dependency manifests and lock files — never your source code. Data is encrypted in transit and at rest, and the metadata-driven workflow means you can also run ZSBOM locally for full control.

### Which languages and package managers are supported?
Major ecosystems are covered, including npm/yarn, pip, Maven/Gradle, Go modules, RubyGems, NuGet and Cargo, with new package managers added continuously.

### What is Trace-AI's monthly traffic and growth trend?
Trace-AI currently receives 0 monthly visits, with a month-over-month traffic change of -370 (-100% growth rate). Its primary source market is Global (— share), including 0 direct visits/mo and 0 organic search visits/mo.

### Is Trace-AI free? What is its pricing model?
Trace-AI operates on a Freemium pricing model. Freemium. The first 5 repositories are free (email or Google sign-up, no credit card required), with predictable per-repository pricing as usage scales. Check the official site for current tiers. Supported billing and checkout platforms include: not listed.

### What are the best Trace-AI alternatives in 2026?
Based on OpenAITools.app category traffic and feature fit, the top five alternatives to Trace-AI are: 1. Aikido Security (757.49K visits/mo); 2. Beagle Security (38.31K visits/mo); 3. Detecting-AI.com (505.15K visits/mo); 4. Binarly (5.81K visits/mo); 5. Confident AI (83.4K visits/mo).

### Which platforms and core AI capabilities does Trace-AI support?
Trace-AI is classified under AI Developer Tools, Open Source AI Models, AI Checker, AI Detector, supports the following platforms: Website, and its core capability tags include: Supply Chain Security, SBOM, Software Bill of Materials, Vulnerability Management, Exploit Detection, License Compliance.

## Alternatives

| Tool Name | Monthly Visits | Pricing Model | Compare |
| :--- | :--- | :--- | :--- |
| [Aikido Security](https://openaitools.app/tool/aikido-security) | 757,491 | Freemium | [Compare](https://openaitools.app/compare/aikido-security-vs-trace-ai-1) |
| [Beagle Security](https://openaitools.app/tool/beagle-security) | 38,309 | Freemium, Free Trial, Paid, Contact for Pricing | [Compare](https://openaitools.app/compare/beagle-security-vs-trace-ai-1) |
| [Detecting-AI.com](https://openaitools.app/tool/detecting-ai-com) | 505,146 | Freemium, Paid | [Compare](https://openaitools.app/compare/detecting-ai-com-vs-trace-ai-1) |
| [Binarly](https://openaitools.app/tool/binarly-io) | 5,805 | Contact for Pricing | [Compare](https://openaitools.app/compare/binarly-io-vs-trace-ai-1) |
| [Confident AI](https://openaitools.app/tool/confident-ai) | 83,400 | Freemium, Paid, Contact for Pricing | [Compare](https://openaitools.app/compare/confident-ai-vs-trace-ai-1) |
| [DepsHub](https://openaitools.app/tool/depshub) | 2,742 | Freemium | [Compare](https://openaitools.app/compare/depshub-vs-trace-ai-1) |
| [Mindgard](https://openaitools.app/tool/mindgard) | 153,455 | Contact for Pricing | [Compare](https://openaitools.app/compare/mindgard-vs-trace-ai-1) |
| [ZeroThreat](https://openaitools.app/tool/zerothreat) | 29,304 | Free | [Compare](https://openaitools.app/compare/trace-ai-1-vs-zerothreat) |
| [Pervaziv AI](https://openaitools.app/tool/pervaziv-ai) | 12,795 | Free Trial, Paid | [Compare](https://openaitools.app/compare/pervaziv-ai-vs-trace-ai-1) |
| [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | Paid, Contact for Pricing | [Compare](https://openaitools.app/compare/arize-com-vs-trace-ai-1) |
| [ModelScope](https://openaitools.app/tool/modelscope-community) | 3,085,423 | Free | [Compare](https://openaitools.app/compare/modelscope-community-vs-trace-ai-1) |
| [GPTZero](https://openaitools.app/tool/gptzero-me) | 23,246,989 | Freemium, Paid | [Compare](https://openaitools.app/compare/gptzero-me-vs-trace-ai-1) |

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Source: https://openaitools.app/tool/trace-ai-1