How many alternatives to TrojAI Detect are available?

There are 43 alternatives to TrojAI Detect listed on CybersecTools, all within the AI Red Teaming category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.

Is TrojAI Detect free or commercial?

TrojAI Detect is a commercial AI Red Teaming tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.

What type of tool is TrojAI Detect?

TrojAI Detect is a AI Red Teaming tool within the broader AI Security category. It is used by security professionals for ai red teaming capabilities and can be compared against 43 similar tools.

43 Best TrojAI Detect Alternatives & Competitors (2026)

Top TrojAI Detect Alternatives and Competitors at a Glance

A closer look at the 8 most relevant alternatives and competitors to TrojAI Detect, including their key features and shared capabilities.

Zscaler SPLX Automated AI Red Teaming

Commercial

AI Red Teaming

Automated AI red teaming platform for testing AI systems against security risks

Key features: Automated AI vulnerability assessments with 25+ prebuilt probes, Custom probe creation for domain-specific testing, Custom dataset upload for targeted evaluations, Multi-modal testing support for text, voice, images, and documents, User persona simulation for adversarial and regular users

View Zscaler SPLX Automated AI Red Teaming|Zscaler SPLX Automated AI Red Teaming alternatives|Compare Zscaler SPLX Automated AI Red Teaming

Protect AI Recon

Commercial

AI Red Teaming

AI red teaming platform for testing and securing AI applications

Key features: Attack library with 450+ known AI attacks across six threat categories, AI Agent for generating contextually relevant attacks, Natural language interface for setting attack goals without code, Custom attack prompt upload capability, LLM-based detection for accuracy and reduced false positives

View Protect AI Recon|Protect AI Recon alternatives|Compare Protect AI Recon

VirtueRed

Commercial

AI Red Teaming

Continuous automated red-teaming platform for AI agents, models, and apps

Key features: Automated red-teaming with 100+ proprietary algorithms, Risk assessment across 600+ attack vectors and 1000+ risk categories, Agent validation for reasoning, planning, and execution layers, Realistic sandbox environments for browser, command-line, and desktop testing, Multi-modal safety testing for text, image, and video

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Mindgard Automated AI Red Teaming

Commercial

AI Red Teaming

Automated AI red teaming platform for testing AI systems and LLMs

Key features: Automated AI red teaming and security testing, Runtime vulnerability detection for AI systems, Testing for LLMs, image, audio, and multi-modal models, CI/CD automation integration, AI guardrail and WAF testing

View Mindgard Automated AI Red Teaming|Mindgard Automated AI Red Teaming alternatives|Compare Mindgard Automated AI Red Teaming

RedRaven

Commercial

AI Red Teaming

Automated AI red-teaming platform for testing AI agents and copilots.

Key features: Automated AI red-teaming and pentesting for AI agents and copilots, Domain-specific and customizable test generation via guided low-code configuration, Thousands of test cases across 1000+ risk categories (prompt injection, jailbreaks, data exfiltration, policy evasion), Dynamic prompts using proprietary multi-blended attack methods alongside known attacks, Compliance framework alignment (ISO/IEC 42001, HIPAA, SOC 2, NIST, OWASP, MITRE)

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Ascend AI

Commercial

AI Red Teaming

Ascend AI delivers continuous adversarial testing and exploit discovery for agentic AI.

Key features: Autonomous AI-powered attack agent simulation against agentic AI applications, Continuous, scheduled, and on-demand red teaming modes, Detection of prompt injection, MCP tool misuse, data leakage, and data exfiltration, Full AI stack testing across web apps, agentic workflows, models, identities, and data, Native CI/CD integration for security assessments on model or prompt changes

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TestSavant AI Security Assurance Platform

Commercial

AI Red Teaming

AI security assurance platform for red-teaming, guardrails & compliance

Key features: Automated red-teaming with curated datasets and synthetic adversaries, Adaptive guardrails with configurable scanners for injection, leakage, bias, and safety, Policy-aware routing and orchestration by tenant, geography, or sensitivity, Compliance evidence generation for NIST AI RMF, EU AI Act, and SOC 2, Telemetry and decision trail logging for audit requirements

View TestSavant AI Security Assurance Platform|TestSavant AI Security Assurance Platform alternatives|Compare TestSavant AI Security Assurance Platform

F5 AI Red Team

Commercial

AI Red Teaming

AI red teaming platform for testing vulnerabilities in AI models and agents

Key features: Agentic swarm-based adversarial attack simulation, 10,000+ monthly attack pattern library, Prompt injection and jailbreak testing, Agentic fingerprints with detailed audit trails, Operational risk testing for crashes, latency, and resource overload

View F5 AI Red Team|F5 AI Red Team alternatives|Compare F5 AI Red Team

The most popular alternatives to TrojAI Detect include Zscaler SPLX Automated AI Red Teaming, Protect AI Recon, VirtueRed, Mindgard Automated AI Red Teaming, and RedRaven. These AI Red Teaming tools offer similar capabilities and are frequently compared by security professionals evaluating their options.

Best TrojAI Detect Alternatives & Competitors in 2026

TrojAI Detect Alternatives and Competitors

Top TrojAI Detect Alternatives and Competitors at a Glance

All 43 Alternatives & Competitors to TrojAI Detect

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