How many alternatives to Mirror Security are available?

There are 48 alternatives to Mirror Security listed on CybersecTools, all within the LLM Guardrails category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.

Is Mirror Security free or commercial?

Mirror Security is a commercial LLM Guardrails tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.

What type of tool is Mirror Security?

Mirror Security is a LLM Guardrails tool within the broader AI Security category. It is used by security professionals for llm guardrails capabilities and can be compared against 48 similar tools.

48 Best Mirror Security Alternatives & Competitors (2026)

Top Mirror Security Alternatives and Competitors at a Glance

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

Daxa.ai Pebblo

Commercial

LLM Guardrails

Dual-layer AI security platform for RAG chatbots covering model and retrieval.

Key features: Policy-based AI model routing by user or group to approved models, Real-time sensitive data redaction before prompts reach the model (Safe Infer), Model completion validation for appropriateness and compliance, Authorization-aware retrieval against vector databases (Safe RAG), Data-borne command/prompt injection defense at retrieval stage

View Daxa.ai Pebblo|Daxa.ai Pebblo alternatives|Compare Daxa.ai Pebblo

F5 AI Guardrails

Commercial

LLM Guardrails

Runtime security for AI models, agents, and data with guardrails and compliance

Key features: Protection against prompt injection and jailbreak attacks, Runtime data leakage detection and prevention, Automated compliance auditing for GDPR, HIPAA, and EUAIA, AI risk assessment for foundational and in-house models, Content moderation filters for toxic, biased, or inaccurate outputs

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Akamai Firewall for AI

Commercial

LLM Guardrails

Firewall protecting LLMs from prompt attacks, data leaks, and harmful outputs

Key features: Prompt injection and jailbreak detection and blocking, AI output filtering and content moderation, Sensitive data exposure prevention with multilayered guardrails, Real-time AI interaction monitoring, Policy-based controls for AI governance and compliance

View Akamai Firewall for AI|Akamai Firewall for AI alternatives|Compare Akamai Firewall for AI

Tumerik AI Trust Score™

Commercial

LLM Guardrails

Real-time AI application security with trust scoring and guardrails

Key features: Automated testing across security, bias, and safety dimensions, Real-time risk scoring and trust score calculation, Enterprise monitoring across multi-cloud environments, Agent framework monitoring for Strand Agent and Crew AI, Evaluation across 9 risk dimensions

View Tumerik AI Trust Score™|Tumerik AI Trust Score™ alternatives|Compare Tumerik AI Trust Score™

Protect AI Layer

Commercial

LLM Guardrails

Runtime security platform for AI apps with threat detection and monitoring

Key features: Automatic AI application discovery using eBPF monitoring, 27 turnkey security policies based on 15 security scanners, End-to-end monitoring of AI interactions including tool calls and function calls, Multi-turn attack detection across conversation flows, Security policy mapping to NIST, MITRE, and OWASP frameworks

View Protect AI Layer|Protect AI Layer alternatives|Compare Protect AI Layer

Alice WonderFence

Commercial

LLM Guardrails

Runtime guardrails for GenAI apps providing real-time threat detection & response

Key features: Real-time detection and blocking of unsafe prompts and outputs, Adaptive guardrails with proprietary fine-tuning, Multimodal detection for text, image, audio, and video, Multilingual support for 20+ languages, Centralized observability across multiple vendors and models

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Witness Protect

Commercial

LLM Guardrails

Enterprise AI firewall protecting AI agents, models, and chatbots from attacks

Key features: Bidirectional runtime defense for AI applications and agents, Prompt injection and jailbreak detection and blocking, Output filtering before user delivery or agent execution, Sensitive data identification and tokenization, AI red teaming with automated attack simulation

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Aiceberg Risk Signals Library

Commercial

LLM Guardrails

Library of AI threat detection signals for securing generative AI models

Key features: PII detection and protection, PHI detection for healthcare data, PCI data detection for payment information, Secrets detection for passwords and API keys, Toxicity and illegality content filtering

View Aiceberg Risk Signals Library|Aiceberg Risk Signals Library alternatives|Compare Aiceberg Risk Signals Library

The most popular alternatives to Mirror Security include Daxa.ai Pebblo, F5 AI Guardrails, Akamai Firewall for AI, Tumerik AI Trust Score™, and Protect AI Layer. These LLM Guardrails tools offer similar capabilities and are frequently compared by security professionals evaluating their options.

Best Mirror Security Alternatives & Competitors in 2026

Mirror Security Alternatives and Competitors

Top Mirror Security Alternatives and Competitors at a Glance

All 48 Alternatives & Competitors to Mirror Security

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