Alternatives directory

TrojAI alternatives

Vendors in the directory with the most taxonomy overlap with TrojAI — shared frameworks, capabilities, industries, and integrations.

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Last verified April 22, 2026

How this shortlist is built

Ranking is deterministic: same product category (heaviest signal), then shared framework coverage, capabilities, industries, and integrations documented on each vendor's profile. No editorial narrative has been written for this page yet.

If you want a long-form comparison with pros, cons, and verdicts, see our curated alternatives pages or run the matchmaker.

At-a-glance

AlternativeShared frameworksShared capabilitiesPricing
Prompt SecurityEU Artificial Intelligence Act, NIST AI Risk Management FrameworkPolicy Management, Risk Assessment Workflow, Bias & Fairness Testing +4contact onlyCompare
Robust IntelligenceNIST AI Risk Management FrameworkPolicy Management, Risk Assessment Workflow, Bias & Fairness Testing +4contact onlyCompare
HiddenLayerEU Artificial Intelligence Act, NIST AI Risk Management FrameworkPolicy Management, Risk Assessment Workflow, Model Monitoring +3contact onlyCompare
LakeraEU Artificial Intelligence Act, NIST AI Risk Management FrameworkModel Monitoring, LLM Red Teaming, LLM Guardrails & Content Filtering +2contact onlyCompare
Fiddler AIEU Artificial Intelligence Act, NIST AI Risk Management FrameworkPolicy Management, Risk Assessment Workflow, Bias & Fairness Testing +5usage basedCompare
Credo AIEU Artificial Intelligence Act, NIST AI Risk Management FrameworkPolicy Management, Risk Assessment Workflow, Bias & Fairness Testing +4contact onlyCompare

How each alternative compares

#1

Prompt Security

Prompt Security is the AI security company helping you manage GenAI risks.

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Capabilities Prompt Security has that TrojAI doesn't

  • AI Model Inventory
  • Third-Party AI Vendor Risk
  • Regulatory Intelligence

Capabilities TrojAI has that Prompt Security doesn't

  • Explainability

Common ground: both serve Financial Services, Healthcare, Insurance.

#2
Compare side-by-side

Capabilities Robust Intelligence has that TrojAI doesn't

  • AI Model Inventory
  • Third-Party AI Vendor Risk

Capabilities TrojAI has that Robust Intelligence doesn't

  • Explainability

Common ground: both serve Financial Services, Healthcare, Insurance, Defense & National Security.

#3

HiddenLayer

The most comprehensive security platform for AI

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Capabilities HiddenLayer has that TrojAI doesn't

  • AI Model Inventory
  • Third-Party AI Vendor Risk

Capabilities TrojAI has that HiddenLayer doesn't

  • Bias & Fairness Testing
  • Explainability

Common ground: both serve Financial Services, Defense & National Security.

#4

Lakera

The leading security platform to secure your AI future.

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Capabilities Lakera has that TrojAI doesn't

  • Third-Party AI Vendor Risk
  • Regulatory Intelligence

Capabilities TrojAI has that Lakera doesn't

  • Bias & Fairness Testing
  • Explainability
  • Audit Evidence Collection

Common ground: both serve Financial Services.

#5

Fiddler AI

AI observability and security for agentic and generative systems.

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Capabilities Fiddler AI has that TrojAI doesn't

  • AI Model Inventory

Common ground: both serve Financial Services, Healthcare, Insurance, Defense & National Security.

#6

Credo AI

Context-driven AI governance for regulated enterprises.

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Capabilities Credo AI has that TrojAI doesn't

  • AI Model Inventory
  • Third-Party AI Vendor Risk
  • Regulatory Intelligence

Capabilities TrojAI has that Credo AI doesn't

  • LLM Guardrails & Content Filtering

Common ground: both serve Financial Services, Healthcare, Insurance, Defense & National Security.

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