The Best Learning Analytics Software in 2026
We researched learning analytics software from official websites, including pricing pages, plan tables, and product documentation. Products are ranked on their core analytics job, value for money, and verified features such as dashboards, learner-risk insights, reporting, alerts, and education-focused integrations.
Our top picks
-
Top ranked
AnalyticVue#1 of 259.4/10A broad analytics platform for districts combining reporting, prediction, alerts, and integrations.
Pricing on request
-
Runner-up
9.3/10A higher-ed analytics platform for prioritizing risk, coordinating interventions, and measuring impact.
Pricing on request
-
#3 ranked
9.1/10A multi-source analytics platform for identifying learner risk and coordinating interventions.
Pricing on request
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 25 tools, best first
-
Best forDistrict-wide predictive student analytics
A broad analytics platform for districts combining reporting, prediction, alerts, and integrations.
- Intervention alerts
- API access
- Learner risk scoring
9.4/10★★★★★Visit AnalyticVue -
Best forHigher-ed retention and intervention analytics
A higher-ed analytics platform for prioritizing risk, coordinating interventions, and measuring impact.
- LTI support
- Intervention alerts
- API access
9.3/10★★★★★Visit site -
Best forLMS-connected learner risk management
A multi-source analytics platform for identifying learner risk and coordinating interventions.
- LTI support
- Intervention alerts
- Learner risk scoring
9.1/10★★★★★Visit IntelliBoard -
Best forAssessment-rich K-12 analytics programs
A broad K-12 analytics suite for districts managing assessment-rich programs.
- Predictive analytics
- Custom dashboards
9.0/10★★★★☆Visit LinkIt! -
Best forCanvas institutions needing learner insights
A Canvas-focused analytics suite for monitoring progress, readiness, and learner risk.
- LTI support
- Learner risk scoring
- Predictive analytics
8.8/10★★★★☆Visit Instructure -
Best forBudget-conscious schools needing broad integrations
A broad, integration-focused analytics suite for schools that need accessible data workflows.
- LTI support
- Intervention alerts
- API access
8.7/10★★★★☆Visit Intellischool -
Best forEngagement support with case management
A practical engagement and intervention hub for higher education institutions.
- Intervention alerts
- API access
- Learner risk scoring
8.6/10★★★★☆Visit Jisc -
Best forD2L-centered engagement analytics
A focused Brightspace analytics layer for engagement, risk analysis, and reporting.
- LTI support
- Intervention alerts
- Learner risk scoring
8.5/10★★★★☆Visit D2L -
Best forPowerSchool-centered K-12 reporting
A PowerSchool-centered analytics suite with broad reporting and intervention workflows.
- Learner risk scoring
- Predictive analytics
- Custom dashboards
8.4/10★★★★☆Visit PowerSchool -
Best forGoverned higher-ed analytics teams
A governed analytics platform for institutions connecting student data across core systems.
- Learner risk scoring
- Predictive analytics
8.2/10★★★★☆Visit HelioCampus -
Best forProgram-specific academic analytics
Program-focused analytics for performance, curriculum, competency, and accreditation decisions.
- Intervention alerts
- Learner risk scoring
- Predictive analytics
8.1/10★★★★☆Visit Enflux -
Best forBlackboard and Anthology institutions
A Blackboard-focused analytics platform with canonical data, reporting, Q&A, and access controls.
- Intervention alerts
- Learner risk scoring
- Predictive analytics
8.0/10★★★★☆Visit site -
Best forK-12 longitudinal data visualization
A focused web platform for combining K-12 data into drill-through dashboards.
- API access
- Custom dashboards
7.9/10★★★★☆Visit Instructure -
Best forUniversities managing real-time engagement interventions
A focused web platform for real-time engagement intervention in higher education.
- Intervention alerts
- Learner risk scoring
- Predictive analytics
7.7/10★★★★☆Visit Kortext -
Best forK-12 assessment and intervention teams
A centralized K-12 analytics platform linking prediction to intervention tracking.
- Predictive analytics
7.6/10★★★★☆Visit site -
Best forDistricts focused on academic growth measurement
A web-based analytics suite for growth measurement, projections, diagnostics, and accountability.
- Predictive analytics
7.4/10★★★★☆Visit SAS EVAAS -
Best forEnterprise higher-ed reporting and analytics
A governed analytics environment for enterprise higher-ed reporting across institutional data.
- Predictive analytics
- Custom dashboards
7.3/10★★★★☆Visit Ellucian -
Best forxAPI and enterprise learning data teams
An xAPI-focused analytics platform for enterprise learning data and reporting.
- API access
- Custom dashboards
7.2/10★★★★☆Visit Watershed -
Best forFree, open-source education data collection
A configurable, self-hosted education data system with dashboards, offline capture, and API access.
- API access
- Custom dashboards
7.1/10★★★★☆Visit DHIS2-Ed -
Best forInstitutions building a governed data foundation
A governed foundation for integrating and preparing institutional learning data.
- LTI support
- API access
7.0/10★★★★☆Visit Unizin -
Best forMicrosoft-based open analytics teams
A flexible Azure-based analytics framework for education teams with Microsoft ecosystems.
- Learner risk scoring
- Predictive analytics
- Custom dashboards
6.9/10★★★☆☆Explore OEA -
Best forxAPI storage with flexible deployment
A capable xAPI analytics platform for teams needing storage, dashboards and deployment choice.
- API access
- Custom dashboards
6.8/10★★★☆☆Visit Larmer LRS -
Best forOpen-source indicator design and xAPI analytics
A research-oriented platform for co-designing indicators and analyzing xAPI learning data.
- API access
6.7/10★★★☆☆Visit OpenLAP -
Best forOrganization-wide training KPI reporting
A focused web dashboard for organization-wide training KPI reporting.
- Custom dashboards
6.6/10★★★☆☆Visit site -
Best forOpen-source platform and curriculum usage analysis
A focused open-source option for analyzing platform, curriculum, assessment, and implementation data.
6.5/10★★★☆☆Visit EdOptimize
No tools match those filters.
Compare at a glance
| # | Tool | Paid from | Custom dashboards | Predictive analytics | Score |
|---|---|---|---|---|---|
| 1 | AnalyticVue | Yes | Yes | 9.4 | |
| 2 | Civitas Learning Student Impact Platform | Yes | Yes | 9.3 | |
| 3 | IntelliBoard Learning Analytics Platform | Yes | Yes | 9.1 | |
| 4 | LinkIt! | Yes | Yes | 9.0 | |
| 5 | Canvas Intelligent Insights | Yes | Yes | 8.8 | |
| 6 | Intellischool Analytics | Yes | 8.7 | ||
| 7 | Jisc Learning Analytics | Yes | 8.6 | ||
| 8 | D2L Performance+ | Yes | Yes | 8.5 | |
| 9 | PowerSchool Unified Insights | Yes | Yes | 8.4 | |
| 10 | HelioCampus Data Analytics | Yes | 8.2 | ||
| 11 | Enflux | Yes | Yes | 8.1 | |
| 12 | Blackboard Illuminate | Yes | Yes | 8.0 | |
| 13 | Instructure Elevate K-12 Analytics | Yes | 7.9 | ||
| 14 | Solutionpath StREAM | Yes | 7.7 | ||
| 15 | Rally Analytics Platform | Yes | 7.6 | ||
| 16 | SAS EVAAS | Yes | 7.4 | ||
| 17 | Ellucian Reporting & Analytics | Yes | Yes | 7.3 | |
| 18 | Watershed Learning Analytics Platform | Yes | 7.2 | ||
| 19 | DHIS2-Ed | Free | Yes | 7.1 | |
| 20 | Unizin Data Platform | No | 7.0 | ||
| 21 | Open Education Analytics | Free | Yes | Yes | 6.9 |
| 22 | Larmer LRS | Yes | 6.8 | ||
| 23 | Open Learning Analytics Platform (OpenLAP) | Free | 6.7 | ||
| 24 | SHIFT Performance Dashboards | Yes | 6.6 | ||
| 25 | EdOptimize | Free | 6.5 |
Head-to-head All 28 comparisons →
- AnalyticVue vs Civitas Learning Student Impact Platform
- AnalyticVue vs IntelliBoard Learning Analytics Platform
- AnalyticVue vs LinkIt!
- AnalyticVue vs Canvas Intelligent Insights
- AnalyticVue vs Intellischool Analytics
- AnalyticVue vs Jisc Learning Analytics
- AnalyticVue vs D2L Performance+
- Civitas Learning Student Impact Platform vs IntelliBoard Learning Analytics Platform
- Civitas Learning Student Impact Platform vs LinkIt!
Explore other topics All topics →
- AI Tools 303 directories · 8,269 tools ranked AI Writing Tools · AI Video Generators · Text-to-Speech Software
- Web Hosting & Domains 275 directories · 6,107 tools ranked Shared Web Hosting · Managed Cloud Hosting · Dedicated Server Hosting
- Productivity 157 directories · 4,948 tools ranked Note-Taking Apps · Calendar Apps · Project Management Software
- Marketing 135 directories · 3,977 tools ranked SEO Tools · Influencer Marketing Platforms · Email Marketing Software
- Sales & CRM 152 directories · 4,161 tools ranked Real Estate CRM Software · CRM Software · Proposal Software
- Customer Service 55 directories · 1,547 tools ranked Chatbot Builders · Knowledge Base Software · Call Center Software
How we rank learning analytics software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update