Best Mirror Security Discover Alternatives & Competitors in 2026
Top picks: Ascend AI, TestSavant AI Security Assurance Platform, Calypso AI Inference Platform — plus 39 more compared.
AI SecurityTop picks: Ascend AI, TestSavant AI Security Assurance Platform, Calypso AI Inference Platform — plus 39 more compared.
AI SecurityMirror Security Discover is a commercial AI Red Teaming tool developed by Mirror Security. Security professionals most commonly compare it with Ascend AI, TestSavant AI Security Assurance Platform, Calypso AI Inference Platform, F5 AI Red Team, and Adversa AI Continuous AI Red Teaming LLM. All 42 alternatives are matched by shared capabilities, tags, and NIST CSF 2.0 coverage.
A closer look at the 8 most relevant alternatives and competitors to Mirror Security Discover, including their key features and shared capabilities.
Ascend AI delivers continuous adversarial testing and exploit discovery for agentic AI.
AI security assurance platform for red-teaming, guardrails & compliance
Platform securing AI models at inference with red-teaming, defense & monitoring
AI red teaming platform for testing vulnerabilities in AI models and agents
Continuous red teaming platform for testing LLM security vulnerabilities
AI-native red teaming agent for GenAI security assessments and remediation
AI red teaming and pentesting tool for detecting security flaws in AI models
AI security platform for risk discovery, red teaming, and vulnerability assessment
Ascend AI delivers continuous adversarial testing and exploit discovery for agentic AI.
AI security assurance platform for red-teaming, guardrails & compliance
Platform securing AI models at inference with red-teaming, defense & monitoring
AI red teaming platform for testing vulnerabilities in AI models and agents
Continuous red teaming platform for testing LLM security vulnerabilities
AI-native red teaming agent for GenAI security assessments and remediation
AI red teaming and pentesting tool for detecting security flaws in AI models
AI security platform for risk discovery, red teaming, and vulnerability assessment
Automated AI red teaming platform for testing AI systems and LLMs
Offensive security testing service for LLM applications and AI systems
Automates LLM vulnerability assessments and red teaming with AI Trust Score
Automated AI red teaming platform for testing AI systems against security risks
AI application security testing framework for LLM and RAG-based systems
AI/ML security testing service identifying vulnerabilities in models and data
Human-led AI red teaming service for testing AI models, APIs, and integrations
AI red teaming security assessment for LLMs and generative AI systems
Unified platform for testing, protecting, and governing GenAI and Agentic systems
Automated security testing for production GenAI and agentic AI systems
Pre-production AI model, app, and agent stress testing and red teaming platform
Fuzzing tool for testing and hardening AI application system prompts
Red teaming platform for testing AI agents against adversarial attacks
API-based AI/ML vulnerability assessment and defense platform.
AI red teaming platform for internal and third-party AI supply chain security.
AI red teaming platform for adversarial testing of deployed AI systems.
Automated LLM security testing platform detecting prompt injection & data leaks.
Security audit service for agentic AI systems via threat modeling & red teaming.
Agentic AI red teaming platform for LLMs & GenAI across privacy, safety & fairness.
Manual penetration testing service targeting AI/ML systems and LLM vulnerabilities.
Autonomous red teaming platform for testing agentic AI applications.
AI chatbot simulation platform for testing, evals, and fine-tuning dataset gen.
AI security testing platform for red teaming, vulnerability assessment & defense
AI security platform for testing, defending, and monitoring GenAI apps & agents
European AI security agency offering consulting, red teaming & governance services
AI risk assessment tool that scores AI apps and MCP servers for security
Automated AI red teaming tool for testing AI model vulnerabilities
Consulting service for security audits of LLM deployments using OWASP & MITRE frameworks.
AI-driven platform that continuously simulates attacks to find vulnerabilities.
AI-native offensive framework with 64 tools for testing AI attack surfaces.
Open-source LLM vulnerability scanner for AI red teaming and security testing.
Common questions security professionals ask when evaluating alternatives and competitors to Mirror Security Discover.
The most popular alternatives to Mirror Security Discover include Ascend AI, TestSavant AI Security Assurance Platform, Calypso AI Inference Platform, F5 AI Red Team, and Adversa AI Continuous AI Red Teaming LLM. These AI Red Teaming tools offer similar capabilities and are frequently compared by security professionals evaluating their options.
