Top AI Red Teaming Servicesin 2026

HackerOne AI Red Teaming, HiddenLayer, CalypsoAI, Mandiant and IBM X-Force Red rank on attack creativity, AI-specific expertise and actionable findings.

11

AI Red Teaming Ranked

11

Vendors

Last Updated

October 9, 2026

HackerOne AI Red Teaming, HiddenLayer, CalypsoAI, Mandiant and IBM X-Force Red rank on attack creativity, AI-specific expertise and actionable findings.

Not sure which to pick? See the top 3 side by side: HiddenLayer AI Security Platform, Lakera Guard, Protect AI Platform.

Compare the top 3
#1 Top Rank
Editorial #1 ChoiceAI Security
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HiddenLayer logo
HiddenLayer AI Security Platform
byHiddenLayerVerified
Dallas, Texas, USA201-500

What does HiddenLayer AI Security Platform do? It covers model tampering alerts. See typical use cases, cloud or hybrid deployment and how it compares to rivals.

Enterprise AI threat protectionMachine learning model vulnerability scanningAdversarial attack mitigationGenerative AI safety governance

Deployment

SaaS, Cloud, Hybrid

Integrations

AWS SageMaker, Azure ML, Google Vertex AI +3

Target Users

Financial Services, Technology, Healthcare, Defense, Enterprise IT, Media

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; NIST AI RMF; EU AI Act; MITRE ATLAS Aligned
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#2 Runner Up
AI Security
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Lakera logo
Lakera Guard
byLakeraVerified
Zurich, Switzerland51-200

Lakera Guard by Lakera: toxic content filtering. Ideal for generative AI guardrails. Deployment: cloud. See how it compares with top Generative AI Security alternatives.

Real-time prompt injection preventionGenerative AI guardrailsSensitive data exfiltration blockingEnterprise LLM application defense

Deployment

SaaS, Cloud

Integrations

OpenAI GPT-4, Anthropic Claude, AWS Bedrock +3

Target Users

Technology, Financial Services, Healthcare, Enterprise Software, SaaS, Retail

Enterprise Ready:RBACREST APICompliance: SOC 2 Type II; ISO 27001; GDPR; HIPAA; NIST AI RMF; OWASP LLM Top 10
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#3 Ranked
Security Operations
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Protect AI logo
Protect AI Platform
byProtect AIVerified
Seattle, Washington, USA2-10

Protect AI Platform helps teams with AI-SBOM generation. Explore features like AI-SBOM generation, cloud or hybrid deployment and the closest AI Security competitors.

Machine learning model vulnerability scanningAI-SBOM generationPrompt injection defenseAI supply chain risk mitigation

Deployment

SaaS, Cloud, Hybrid

Integrations

Hugging Face, PyTorch, TensorFlow +4

Target Users

Financial Services, Technology, Healthcare, Defense, Enterprise IT, Retail

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; NIST AI RMF; EU AI Act; OWASP LLM Top 10
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#4
AI Security
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Cisco logo
Robust Intelligence Platform
byCiscoVerified
San Jose, California, USA80,000+

Robust Intelligence Platform: compliance auditing and model drift monitoring. Built for AI model vulnerability testing. Compare AI Security alternatives.

AI model vulnerability testingReal-time AI firewall defensePrompt injection mitigationTrustworthy AI compliance verification

Deployment

SaaS, Cloud, Hybrid

Integrations

AWS SageMaker, Azure ML, Google Vertex AI +3

Target Users

Financial Services, Technology, Healthcare, Defense, Retail, Telecommunications

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; NIST AI RMF; EU AI Act; OWASP LLM Top 10
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#5
Red Teaming
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CrowdStrike logo
CrowdStrike Services Red Team
byCrowdStrikeVerified
Austin, Texas, USA5,000+

Get the facts on CrowdStrike Services Red Team: AI red teaming. Built for adversary simulation. Compare it with other Red Teaming options before you decide.

Adversary simulationSOC defense validationCloud penetration testingPurple teaming threat detection tuning

Deployment

Cloud

Integrations

CrowdStrike Falcon Platform, MITRE ATT&CK, Enterprise Blue Team consoles

Target Users

Banking, Financial Services, Healthcare, Government, Enterprise, Defense, Technology

Enterprise Ready:SSO ReadyRBACREST APICompliance: TIBER-EU; CBEST; CREST certified; ISO/IEC 27001; SOC 2
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#6
Red Teaming
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Bishop Fox logo
Bishop Fox Red Team
byBishop FoxVerified
Tempe, Arizona, USA201-500

Looking for Penetration Testing software? Bishop Fox Red Team by Bishop Fox provides social engineering for Security Testing. Compare features and alternatives.

Red TeamingPenetration TestingAI Red TeamingSecurity Testing

Deployment

Cloud

Integrations

Enterprise Networks, Active Directory, Cloud VPCs +1

Target Users

Global Enterprise, Banking, Defense, Tech, Energy, Government

Enterprise Ready:Compliance: MITRE ATT&CK; CREST; NIST SP 800-115; ISO 27001
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#7
AI Security
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CalypsoAI logo
CalypsoAI
byCalypsoAIVerified
New York, New York, USA51-200

CalypsoAI: real-time prompt injection blocking and automated PII/IP data masking. Built for generative AI prompt protection. Compare Generative AI Security alternatives.

Generative AI prompt protectionLLM data loss preventionPrompt injection defenseAI regulatory compliance auditing

Deployment

SaaS, Cloud, Hybrid

Integrations

OpenAI ChatGPT, Anthropic Claude, Google Gemini +2

Target Users

Financial Services, Healthcare, Government, Legal, Enterprise IT, Technology

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2 Type II; ISO 27001; GDPR; HIPAA; NIST AI RMF; EU AI Act
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#8
Red Teaming
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IBM logo
IBM X-Force Red
byIBMVerified
Armonk, New York, USA250,000+

IBM X-Force Red covers red teaming, AI red teaming, security testing and penetration testing for adversary simulation. Compare top Penetration Testing tools.

Penetration testingRed teamingAdversary simulation

Deployment

Cloud

Integrations

On-site, remote, hybrid

Target Users

Enterprise, Government, Financial Services, Healthcare, Technology

Enterprise Ready:SSO ReadyREST APICompliance: Engagement-specific
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#9
Red Teaming
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Mandiant logo
Mandiant Red Team
byMandiantVerified
Reston, Virginia, USA100,000+ (parent: Google)

Mandiant Red Team from Mandiant focuses on adversary emulation. Key capabilities: purple-team debriefs. Compare it with the leading Red Teaming alternatives.

Adversary emulationSOC detection validationOffensive red teamingSecurity defense optimization

Deployment

Cloud

Integrations

MITRE ATT&CK, Custom Mandiant offensive frameworks

Target Users

Financial Services, Defense, Healthcare, Tech, Global Financial Institutions, Technology

Enterprise Ready:REST APICompliance: CREST Certified; Industry Standards
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#10
AI Security
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HackerOne logo
H1 AI Red Teaming
byHackerOneVerified
San Francisco, California, USA500+

What does H1 AI Red Teaming do? It covers compliance benchmarks and prompt injection detection. See typical use cases, cloud deployment and how it compares to rivals.

AI SecurityRed TeamingAI Red Teaming

Deployment

SaaS, Cloud

Integrations

OpenAI APIs, Anthropic, Bedrock +1

Target Users

AI, Technology, Enterprise, Generative AI Developers, Enterprise Tech

Enterprise Ready:SSO ReadyRBACREST APICompliance: SOC 2; ISO 27001; OWASP LLM Top 10
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#11
Penetration Testing
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Coalfire logo
Coalfire Penetration Testing
byCoalfireVerified
Westminster, Colorado, USA1,001-5,000

Evaluating Coalfire Penetration Testing? See how this Penetration Testing tool handles API assessments, where it fits best and which alternatives to compare.

Penetration TestingApplication Security Testing

Deployment

Cloud

Integrations

Jira, Confluence, Client Portals

Target Users

Financial, Healthcare, Tech, Banking, Enterprise Tech

Enterprise Ready:REST APICompliance: PCI-DSS; CREST; ISO 27001
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Frequently Asked Questions

Quick answers about Top AI Red Teaming Services.

Which are the top AI Red Teaming vendors on Cyber Rank?

Top AI Red Teaming Services currently lists 11 products, in editorial order: #1 HiddenLayer AI Security Platform, #2 Lakera Guard, #3 Protect AI Platform, #4 Robust Intelligence Platform (Cisco), #5 CrowdStrike Services Red Team, #6 Bishop Fox Red Team, #7 CalypsoAI, #8 IBM X-Force Red, #9 Mandiant Red Team, #10 H1 AI Red Teaming (HackerOne), #11 Coalfire Penetration Testing.

Which product is ranked #1 in Top AI Red Teaming Services?

HiddenLayer AI Security Platform by HiddenLayer is ranked first by the Cyber Rank editorial team.

View HiddenLayer AI Security Platform →

How is Top AI Red Teaming Services put together?

The Cyber Rank editorial team selects the products on this list and decides their order after reviewing each product's features, deployment options, integrations, industry fit and vendor background. It is not a market-share or customer-review ranking.

Which products appear here?

Products that our editors picked for AI Red Teaming and that have a published Cyber Rank profile.

Can a product appear in other rankings?

Yes. Editors can list a product in any ranking where it is a strong fit, so it may appear in several.

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