Side by side

Blackboard Illuminate vs Unizin Data Platform

Both stand on education analytics software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Unizin Data Platform gives higher education institutions a structured warehouse for combining learning-system data with existing analytics tools. Its integration model is flexible, but SIS onboarding requires institutional development work and governed access.

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The facts

	Blackboard Illuminate	Unizin Data Platform
Free plan	No	No
Open source	Not published	Not published
Runs on	Web	API, Web
Lowest paid plan	Not published	Free or on request
Plans published	None	1
Maker	Not published	Not published
Website	blackboard.com	unizin.org
On education analytics software	#23 of 58	#19 of 58

Blackboard Illuminate: what it does well

Unizin Data Platform: what it does well

Single-tenant cloud-native data platform
Normalizes data into a common dictionary
Real-time behavioral event delivery
Managed Canvas LMS integration
Available as PaaS or Google Cloud license

What to know first

Pricing is available only on request
SIS integrations must be built by institutions
Context data arrives every 24 hours
Access requires steward approval and IP restriction

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