IBM watsonx.governance vs Modulos

IBM watsonx.governance9.1Visit MModulos8.6Visit

Higher score IBM watsonx.governance #4 in AI Governance Software 9.1/10 14-day trial Free trial✓ 0 of 3 features Visit IBM

vs

M Modulos #8 in AI Governance Software 8.6/10 Pricing on request ✓ 3 of 3 features Visit Modulos

• IBM watsonx.governance fits best

  IBM or hybrid-cloud governance teams

• Modulos fits best

  Framework-heavy AI risk and control programs

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Side by side

Feature	IBM watsonx.governance 9.1/10 Visit ↗	MModulos 8.6/10 Visit ↗
At a glance
Editor score	9.1	8.6
Ranking	#4 in AI Governance Software	#8 in AI Governance Software
Best for	IBM or hybrid-cloud governance teams	Framework-heavy AI risk and control programs
Pricing model	Paid	Paid
Starting price	$3,500/mo	Pricing on request
Free plan	—	Not checked yet
Free trial	14 days	—
Deployment	Cloud, Self-hosted	Cloud
Platforms	Web	Web
Support	Tickets, Docs	Email
Compliance	2FA	SOC 2, GDPR
Integrations	4 integrations	14 integrations
Built for	Enterprise	Small business, Mid-market, Enterprise
Features IBM watsonx.governance 0/3 · Modulos 3/3
AI system inventory	Not checked yet	✓ (best)
Risk assessments	Not checked yet	✓ (best)
Policy and controls	Not checked yet	✓ (best)
Specs
Compliance frameworks	Not checked yet	EU AI Act; ISO/IEC 42001; NIST AI RMF; GDPR; NIS2; DORA; ISO 27001; ISO 27701; Cyber Resilience Act; UAE PDPL; OWASP Top 10 for LLM and Agentic applications; CCPA ADMT Regulations; Colorado SB 26-189; NYC Local Law 144; UAE AI Ethics; MAS FEAT; Microsoft Supplier DPR
Deployment options	Not checked yet	Cloud
Listed integrations	Not checked yet	GitHub; Google Drive; Atlassian; Bitbucket; Prometheus; Datadog; OpenTelemetry; Langfuse; Azure; AWS; Vijil; Snowflake; Claude Console; Modulos Client
Our review
Pros	Documents model lifecycles with factsheets and audit support Evaluates models and prompts, then monitors drift, quality and safety Supports IBM and third-party models across cloud or self-hosted deployments	Maps controls across an unusually broad set of AI and compliance frameworks Quantifies AI risk in monetary terms and links tests to controls AI agents assist assessments and evidence work with human approval
Cons	Risk & Compliance tiers start at $3,500 per month Basic and Advanced plans each include one module and one concurrent user Model Management's $0.64 price has no stated billing unit or period	Cloud-only deployment excludes on-premises installations Contact-sales pricing limits upfront budget comparison Support is offered through email rather than multiple channels
Our verdict	IBM watsonx.governance is an enterprise AI governance platform for teams managing machine-learning models, generative AI models and related assets. It brings lifecycle documentation, model and prompt evaluation, monitoring, risk… Read the review →	Modulos is an AI governance platform for organizations that need to document, assess and manage risk across AI systems. Teams can register systems, classify them by risk level, quantify exposure in monetary terms, and maintain policies,… Read the review →

Strengths and trade-offs

• IBM watsonx.governance — where it wins

  • Documents model lifecycles with factsheets and audit support
  • Evaluates models and prompts, then monitors drift, quality and safety
  • Supports IBM and third-party models across cloud or self-hosted deployments

  Where it doesn't

  • Risk & Compliance tiers start at $3,500 per month
  • Basic and Advanced plans each include one module and one concurrent user
  • Model Management's $0.64 price has no stated billing unit or period

• Modulos — where it wins

  • Maps controls across an unusually broad set of AI and compliance frameworks
  • Quantifies AI risk in monetary terms and links tests to controls
  • AI agents assist assessments and evidence work with human approval

  Where it doesn't

  • Cloud-only deployment excludes on-premises installations
  • Contact-sales pricing limits upfront budget comparison
  • Support is offered through email rather than multiple channels

• IBM watsonx.governance9.1/10 · 14-day trial

  Govern model risk and lifecycle workflows across IBM and third-party AI models.

  Visit IBMFull verdict →
• MModulos8.6/10 · Pricing on request

  A framework-focused AI governance hub with risk quantification, controls and testing.

  Visit ModulosFull verdict →