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IBM watsonx.governance vs Reality Defender

Pricing, features, platforms and who each one suits — side by side.

IIBM watsonx.governanceFrom $3500/moVisit site
RReality DefenderFreemiumVisit site
VS
I

Choose IBM watsonx.governance if…

  • you want to trial it before paying
  • you work on Self-hosted
  • you're in its core audience: enterprise risk and compliance teams, internal audit teams
R

Choose Reality Defender if…

  • you want a free plan to start with
  • you need an API to build on
  • you're in its core audience: fraud and security teams, contact center operators

Side by side

Feature IBM watsonx.governance Reality Defender
Pricing modelFree trialFreemium
Starting price$3500/mo—
Free plan
Free trial
API
Open source
Data retention—Kept no longer than reasonably necessary for identified purposes
PlatformsWeb, Self-hostedWeb, API
CategorySecurity & FraudSecurity & Fraud
CompanyIBM CorporationReality Defender, Inc.
Based inUnited StatesUnited States
Founded19112021
Part ofBerkshire Hathaway—

Key features

I IBM watsonx.governance

  • Governance graph linking AI systems, risks, controls and policies
  • Shadow AI detection across the organization
  • Automated policy enforcement and compliance evidence capture
  • Continuous monitoring of AI systems for risk and compliance
  • Model inventory, documentation and evaluation
  • AI risk assessment and identification
  • Regulatory and risk content library for many frameworks
  • Embedded AI assistants for use case onboarding

R Reality Defender

  • Detects AI-generated or manipulated audio, video and images
  • Spots synthetic speech in IVR systems and live calls
  • Analyzes audio and video in live meetings
  • REST API that returns detection scores as JSON
  • SDKs for Python, TypeScript, Go, Rust and Java
  • Browser-based media scanning with no integration needed
  • Explainable results and analytics dashboard
  • On-premises and air-gapped deployment for enterprise

Plans and prices

From each vendor's site. Prices change — confirm before buying.

IBM watsonx.governance

TrialFree
Model ManagementStarting at $0.64
Risk & Compliance - BasicStarting at $3,500
Risk & Compliance - AdvancedStarting at $6,450
watsonx.governance on AWSStarting at $42,000

Reality Defender

Free$0
Business$399 (annual billing)
EnterpriseCustom

Strengths and limitations

IBM watsonx.governance

  • 14-day free trial with included credits
  • Deploys on IBM Cloud, AWS or as on-premises software
  • Named a Leader in Gartner, IDC and Forrester AI governance reports
  • Large library of regulatory and risk content
  • Risk & Compliance plans start at $3,500 per month
  • Base plans include only 1 concurrent user
  • Listed prices are indicative and vary by country
  • Software edition pricing is based on VPCs and not published

Reality Defender

  • Free plan includes 50 image or audio scans a month
  • SDKs in five languages
  • Covers live calls and meetings as well as uploaded files
  • Enterprise deployment options include air-gapped setups
  • Free plan does not include video analysis
  • Business plan includes only 1 seat
  • Pricing page does not say if the $399 Business price is monthly or yearly

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Built from each vendor's public website; we haven't tested them hands-on. Editorial policy