Comparison

CluedIn vs Stibo Systems STEP

No clear leader: CluedIn (58.8) and Stibo Systems STEP (56.5) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
CluedIn59
Stibo Systems STEP57
Score
vioscaleAI score
CluedIn59 / 100medium · 54%
Stibo Systems STEP57 / 100low · 29%
Pricing
Free tier
CluedIn✓
Stibo Systems STEP–
Model
CluedInfreemium
Stibo Systems STEPcommercial
Price level
CluedInlow
Stibo Systems STEP–
Starting price
CluedIn$0.01
Stibo Systems STEP–
Transparent
CluedIn✓
Stibo Systems STEP–
Integrations
Count
CluedIn400
Stibo Systems STEP15
Security
Certifications
CluedIn–
Stibo Systems STEPISO 27001, SOC 2
Gdpr
CluedIn✓
Stibo Systems STEP✓
Hipaa
CluedIn✓
Stibo Systems STEP–
Iso27001
CluedIn–
Stibo Systems STEP✓
Pci
CluedIn✓
Stibo Systems STEP–
Soc2
CluedIn–
Stibo Systems STEP✓
Market
Availability
Stibo Systems STEP–
Content
Faq
CluedIn7 items
Stibo Systems STEP5 items

Capabilities

Feature-by-feature on the axes that matter for master data management. “-” means undocumented, not absent.

Capabilities
Architecture style
CluedInConsolidation
Stibo Systems STEPCentralized
Match merge method
CluedInML based
Stibo Systems STEP-
Real time matching
CluedIn✓
Stibo Systems STEP✓
Data stewardship workflow
CluedIn✓
Stibo Systems STEP-
Hierarchy relationship mgmt
CluedIn✓
Stibo Systems STEP✓
Data quality bundled
CluedIn✓
Stibo Systems STEP✓
Publish method
CluedIn-
Stibo Systems STEPAPI
Gs1 gdsn support
CluedIn-
Stibo Systems STEP-
Deployment
CluedInHybrid
Stibo Systems STEPSaas
Open source
CluedIn-
Stibo Systems STEP-
SOC2
CluedIn-
Stibo Systems STEP✓
Pricing model
CluedInTiered
Stibo Systems STEP-

What each one is

The product in its own terms, so the numbers below have context.

CluedIn

A system that uses artificial intelligence agents operating on a knowledge graph to continuously reconcile, improve, and ensure quality of master data while applying governance policies across the organization.

Independently observed

Stibo Systems STEP

Maintains a centralized master data foundation with relationship mapping and real-time quality assurance across the enterprise. Designed to provide reliable, consistent data for autonomous systems and organizational workflows.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

CluedIn

SubscriptionFree tier

Free tier with 15,000 records and $100 AI credit. Paid plans with usage-based billing on additional records and AI credits. Annual commitments and enterprise agreements available.

  • StarterFree
    • Data quality
    • Matching and deduplication
    • AI agents
    • Self-service support
  • Professional-
    • All data management features
    • Microsoft integrations
    • SSO support
    • Workflows
    • Helpdesk support
  • EnterpriseContact sales
    • Custom AI models
    • Private endpoint support
    • Premium support
    • Dedicated infrastructure
    • Implementation team assistance
as of verify ↗

Stibo Systems STEP

Pricing not documented yet.

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
CluedIn✓
Stibo Systems STEP✓
Deployment
Cloud / SaaS
CluedIn✓
Stibo Systems STEP✓
Self-hosted
CluedIn✓
Stibo Systems STEP✗
On-premise
CluedIn✓
Stibo Systems STEP✗
Hybrid
CluedIn✓
Stibo Systems STEP✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (3)
  • SAP
  • Salesforce
  • Power BI

CluedIn

17 total - 14 not shared
  • OneLake
  • Oracle
  • Microsoft Fabric
  • Azure Synapse
  • Azure AI Foundry
  • Purview
  • Google Analytics
  • LinkedIn
  • HubSpot
  • Slack
  • Azure Service Bus
  • Microsoft Purview
  • Power Platform
  • OpenAI
Independently observed

Stibo Systems STEP

20 total - 17 not shared
  • Infor
  • Oracle Commerce Cloud
  • Salesforce Commerce Cloud
  • SAP Hybris
  • Tableau
  • Sisense
  • Qlik
  • Google Vision
  • Experian
  • Loqate
  • Dun & Bradstreet
  • SDL
  • Lionbridge
  • Across
  • MongoDB
  • Kafka
  • Amazon SQS
Independently observed
Still deciding?

CluedIn or Stibo Systems STEP: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.