The Best Education Analytics Software in 2026
We researched education analytics software using information on vendors’ official websites, including pricing pages, plan tables, and product documentation. Rankings reflect how well each product serves the category’s core job, value for money, and verified features. This guide focuses on tools for analyzing student outcomes, engagement, retention, assessment, and institutional performance.
Our top picks
-
Top ranked
Jisc Learning Analytics#1 of 599.3/10Connects student engagement data with alerts, intervention records and BI export.
Pricing on request
-
Runner-up
9.1/10A hosted analytics platform for districts connecting student, assessment, and Canvas data.
Pricing on request
-
#3 ranked
Blackboard Illuminate#3 of 599.0/10A Blackboard-centered analytics hub for reporting, exploration, and student-success decisions.
Pricing on request
Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. How we rank.
The full ranking 59 tools, best first · page 1 of 2
-
Best forUniversities coordinating student engagement interventions
Connects student engagement data with alerts, intervention records and BI export.
9.3/10★★★★★Contact Jisc -
Best forK-12 districts using Canvas and Ed-Fi
A hosted analytics platform for districts connecting student, assessment, and Canvas data.
9.1/10★★★★★Visit Instructure -
Best forBlackboard-centered institutions
A Blackboard-centered analytics hub for reporting, exploration, and student-success decisions.
- Predictive analytics
9.0/10★★★★☆Visit Illuminate -
Best forColleges prioritizing predictive student success
Predictive analytics, alerts and intervention workflows built around institutional student data.
- Predictive analytics
8.9/10★★★★☆Visit site -
Best forEvidence-focused retention teams
Combines student data, risk predictions, fairness reporting and advising workflows.
- Assessment analytics
- Predictive analytics
8.8/10★★★★☆Visit EduPlatter -
Best forHigher-ed teams needing governed retention data
A governed higher-ed warehouse linking risk signals to retention workflows.
- Predictive analytics
8.7/10★★★★☆Visit K16 Solutions -
Best forK–12 districts seeking broad early-warning coverage
ClearPath K12 unifies student data to support early warnings, MTSS monitoring, and district analysis.
- Assessment analytics
- Predictive analytics
8.6/10★★★★☆Request a demo -
Best forInstitutions combining advising and analytics
Advising and analytics in one configurable student-success platform.
8.5/10★★★★☆Visit Civitas -
Best forLarge institutions coordinating student care
A broad student-success CRM for institutions coordinating advising, alerts, outreach, and planning.
8.4/10★★★★☆Visit EAB -
Best forMulti-LMS learning analytics programs
A multi-source analytics platform for tracking learner engagement, risk, and compliance.
- Predictive analytics
8.3/10★★★★☆Visit IntelliBoard -
Best forInstitutional research and predictive modeling teams
Code-free campus analytics combines repeatable data workflows with predictive modeling.
- Predictive analytics
8.2/10★★★★☆Visit EAB -
Best forAdmissions teams wanting analytics in Salesforce
A broad admissions CRM with reporting and predictive insights, priced per user annually.
7.9/10★★★★☆Visit Salesforce -
Best forDistrict edtech governance and usage analytics
A district-focused system for governing edtech and analyzing product usage and impact.
- Assessment analytics
7.9/10★★★★☆Visit LearnPlatform -
Best forAdvising teams tracking persistence and course risk
Connect group and individual student risk signals to advising workflows and support.
- Predictive analytics
7.9/10★★★★☆Visit Watermark -
Best forEnterprise-wide higher-ed reporting
A higher-ed analytics suite that brings institutional data into governed reporting and dashboards.
- Predictive analytics
7.9/10★★★★☆Visit Ellucian -
Best forBudget-conscious Blackboard/Anthology users
Institutional reporting for Anthology users, with free Core access in supported cases.
- Assessment analytics
7.7/10★★★★☆Visit Anthology -
Best forPowerSchool districts needing ready-made reports
A reporting and trend-analysis tool for districts working in the PowerSchool ecosystem.
- Assessment analytics
7.6/10★★★★☆Visit PowerSchool -
Best forOrganizations analyzing learning events at scale
An xAPI learning record store that converts learning data into configurable reports and dashboards.
7.5/10★★★★☆Visit Watershed -
Best forInstitutions focused on course evaluations
Automates course evaluations and turns results into reports, benchmarks, and feedback analysis.
7.4/10★★★★☆Visit Explorance -
Best forDistricts monitoring attendance and readiness
District dashboards connect student trends with configurable indicators for support planning.
- Assessment analytics
- Predictive analytics
7.3/10★★★★☆Visit Frontline -
Best forSmall districts wanting broad data dashboards
A broad district data portal centered on student success and operational dashboards.
- Assessment analytics
- Predictive analytics
7.2/10★★★★☆Visit site -
Best forAdmissions offices needing cohort dashboards
Interactive applicant and cohort dashboards for higher-education enrollment analysis.
- Assessment analytics
7.0/10★★★★☆Contact Liaison -
Best forInstitutions wanting supported predictive analytics
Institution-specific analytics and supported predictive models for colleges and universities.
- Predictive analytics
6.9/10★★★☆☆Contact CampusWorks -
Best forHigher-ed data teams building governed models
Governed higher-ed analytics spanning student risk, forecasting, and institutional data.
- Predictive analytics
6.8/10★★★☆☆Request a demo -
Best forEnrollment teams modeling scenarios
Enrollment forecasting and data governance for institutions planning with SIS and LMS data.
- Predictive analytics
6.6/10★★★☆☆Contact Plaid -
Best forDistricts tracking LCAP goals and metrics
District dashboards, AI Q&A and LCAP tools for California K–12 teams.
- Assessment analytics
- Predictive analytics
6.5/10★★★☆☆Book a demo -
Best forColleges building custom predictive models
A cloud analytics solution for colleges modeling enrollment and student retention.
- Predictive analytics
6.4/10★★★☆☆Contact Resultant -
Best forInstitutions using Jenzabar data ecosystems
A higher-ed analytics suite that brings institutional data, dashboards, and retention risk scoring together.
- Predictive analytics
6.3/10★★★☆☆Visit Jenzabar -
Best forCampuses needing governed natural-language analytics
Governed campus data analytics for teams working on enrollment, retention, and reporting.
- Assessment analytics
- Predictive analytics
6.2/10★★★☆☆Visit Doowii -
Best forMichigan districts needing intervention dashboards
Combines student records, risk indicators and intervention tracking for district analysis.
- Assessment analytics
6.1/10★★★☆☆Visit SchoolData.net -
Best forInstitutions needing flexible risk dashboards
A cloud learning analytics platform for student-success dashboards, risk flags, and reporting.
- Assessment analytics
- Predictive analytics
6.0/10★★★☆☆Visit FocalPoint -
Best forK–12 institutions centralizing data across systems
Centralizes district data for governed sharing, reporting, and machine-learning analysis.
- Predictive analytics
5.8/10★★★☆☆Visit PowerSchool -
Best forEnterprise higher-education data infrastructure teams
A higher-education data platform for integrating, normalizing, and delivering learning data.
5.7/10★★★☆☆Contact Unizin -
Best forValue-focused K-12 districts
District analytics for $7 per student annually, with setup and training quoted separately.
- Assessment analytics
- Predictive analytics
5.6/10★★★☆☆Visit Sprout Ops -
Best forK–12 schools seeking low-cost LMS analytics
Edsby combines classroom tools and school analytics at a published starting rate of $5 per student annually.
5.5/10★★★☆☆Visit Edsby -
Best forAssessment providers needing exam analytics
Synap combines exam delivery, mixed grading, and analytics, with annual plans starting at £1,200.
- Assessment analytics
5.4/10★★★☆☆Visit Synap -
Best forK–12 teams needing detailed assessment and student views
A K–12 analytics platform for student profiles, assessment detail and leadership dashboards.
- Assessment analytics
5.2/10★★★☆☆Request a demo -
Best forUniversities building integrated data foundations
A governed data foundation that connects university systems for analytics and AI.
- Assessment analytics
5.1/10★★★☆☆Visit site -
Best forDistricts wanting governed conversational analytics
A governed, chat-based way for districts to query data and schedule cited reports.
- Assessment analytics
- Predictive analytics
5.0/10★★☆☆☆Request a demo -
Best forDistricts coordinating predictive insights and MTSS plans
A district-focused platform connecting predictive insights with MTSS coordination.
- Assessment analytics
- Predictive analytics
4.9/10★★☆☆☆Visit ion Education -
Best forSchools coordinating risk and intervention data
A broad K–12 analytics and intervention toolkit for schools coordinating student support.
- Assessment analytics
- Predictive analytics
4.8/10★★☆☆☆Visit edInsight -
Best forEnrollment teams seeking tailored prediction models
Specialized enrollment and retention predictions paired with Slate CRM and consulting.
- Predictive analytics
4.7/10★★☆☆☆Contact Carnegie -
Best forHigher education course-evaluation programs
Automates higher-ed evaluations, with layered reporting and LMS access.
4.6/10★★☆☆☆Request a demo -
Best forK–12 districts needing managed data infrastructure
A managed K–12 data warehouse with assessment marts, governance and conversational analytics.
- Assessment analytics
4.5/10★★☆☆☆Visit site -
Best forTeams building open-source xAPI learning analytics
An xAPI-focused learning record store with dashboards, reporting, APIs, and self-hosting.
- Assessment analytics
- Predictive analytics
4.4/10★★☆☆☆Try Learning Locker -
Best forInstitutions managing course evaluations
A focused course-evaluation platform with AI comment synthesis and SIS/LMS integrations.
- Assessment analytics
4.3/10★★☆☆☆Request a demo -
Best forHealth programs tracking curriculum and exam readiness
A health-program analytics platform for tracking student risk, curriculum, and exam readiness.
- Predictive analytics
4.2/10★★☆☆☆Visit Enflux -
Best forDistricts seeking predictive analytics across systems
Connect district data to dashboards, forecasts, and student risk analysis.
- Predictive analytics
4.1/10★★☆☆☆Contact AnalyticVue -
Best forEnrollment teams analyzing funnel performance
A higher-ed dashboard for enrollment funnels, campaign reporting and predictive lead scoring.
- Predictive analytics
4.0/10★★☆☆☆Visit Jenzabar -
Best forInstitutions tracing learning outcomes across programs
Tracks learning outcomes from assignments through programs to support assessment and instructional decisions.
- Assessment analytics
3.9/10★★☆☆☆Contact Weave
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Analytics focus | Data sources | Predictive analytics | Assessment analytics | Score |
|---|---|---|---|---|---|---|---|---|
| 1 | Jisc Learning Analytics | — | — | — | — | — | — | 9.3 |
| 2 | Instructure Elevate K-12 Analytics | — | — | — | — | — | — | 9.1 |
| 3 | Blackboard Illuminate | No | — | — | — | Yes | — | 9.0 |
| 4 | Civitas Learning Student Impact Platform | — | — | — | — | Yes | — | 8.9 |
| 5 | EduPlatter Student Impact Platform | No | — | Student success | Sis and lms | Yes | Yes | 8.8 |
| 6 | Scaffold DataX for Retention & Persistence | — | — | Student success | Sis and lms | Yes | — | 8.7 |
| 7 | ClearPath K12 | — | — | Student success | Sis and lms | Yes | Yes | 8.6 |
| 8 | Civitas Advising | — | — | — | — | — | — | 8.5 |
| 9 | EAB Navigate360 | — | — | — | — | — | — | 8.4 |
| 10 | IntelliBoard Learning Analytics Platform | No | — | — | — | Yes | — | 8.3 |
| 11 | EAB Rapid Insight | — | — | Institutional | Sis and lms | Yes | — | 8.2 |
| 12 | Salesforce Education Cloud | No | — | — | — | — | — | 7.9 |
| 13 | LearnPlatform by Instructure | — | — | Learning | Sis | — | Yes | 7.9 |
| 14 | Watermark Student Analytics | — | — | Student success | Sis and lms | Yes | — | 7.9 |
| 15 | Ellucian Reporting & Analytics | — | — | — | — | Yes | — | 7.9 |
| 16 | Anthology Illuminate | Yes | — | Institutional | Sis and lms | No | Yes | 7.7 |
| 17 | PowerSchool Student Analytics | — | — | Student success | Other | — | Yes | 7.6 |
| 18 | Watershed Learning Analytics Platform | — | — | — | — | — | — | 7.5 |
| 19 | Explorance Blue | — | — | — | — | — | — | 7.4 |
| 20 | Frontline Student Analytics Lab | — | — | Student success | Sis and lms | Yes | Yes | 7.3 |
| 21 | Open Architects OA Portal | No | — | Student success | Sis and lms | Yes | Yes | 7.2 |
| 22 | Liaison Analytics | — | — | Enrollment | Other | — | Yes | 7.0 |
| 23 | CampusLens | — | — | Student success | Sis and lms | Yes | — | 6.9 |
| 24 | HelioCampus Analytics | — | — | Student success | Sis and lms | Yes | No | 6.8 |
| 25 | Plaid Analytics | — | — | Enrollment | Sis and lms | Yes | — | 6.6 |
| 26 | District Analytics | — | — | Institutional | Sis | Yes | Yes | 6.5 |
| 27 | Campus Analytics Engine | — | — | Student success | Sis and lms | Yes | — | 6.4 |
| 28 | Jenzabar Analytics | — | — | Student success | Other | Yes | — | 6.3 |
| 29 | Doowii | — | — | Student success | Sis and lms | Yes | Yes | 6.2 |
| 30 | SchoolData.net | — | — | Student success | Sis | — | Yes | 6.1 |
| 31 | FocalPoint LENS | — | — | Student success | Other | Yes | Yes | 6.0 |
| 32 | Connected Intelligence by PowerSchool | — | — | Student success | Sis and lms | Yes | — | 5.8 |
| 33 | Unizin Data Platform | No | — | — | — | — | — | 5.7 |
| 34 | Sprout Ops District Platform | No | $7/yr | Student success | Sis | Yes | Yes | 5.6 |
| 35 | Edsby | No | $5/yr | — | — | — | — | 5.5 |
| 36 | Synap | No | — | — | — | — | Yes | 5.4 |
| 37 | VisualEd | — | — | Student success | Sis | No | Yes | 5.2 |
| 38 | University Data Hub | — | — | Institutional | Sis and lms | — | Yes | 5.1 |
| 39 | Upstart Education | — | — | Student success | Other | Yes | Yes | 5.0 |
| 40 | ion Education | — | — | Student success | Sis | Yes | Yes | 4.9 |
| 41 | edInsight | — | — | Student success | Other | Yes | Yes | 4.8 |
| 42 | Carnegie EnGauge | — | — | Enrollment | Other | Yes | No | 4.7 |
| 43 | HelioCampus Course Evaluations & Surveys | — | — | — | — | — | — | 4.6 |
| 44 | K12 Analytics Engineering | — | — | Institutional | Sis and lms | — | Yes | 4.5 |
| 45 | Learning Locker | Yes | None | Learning | Other | Yes | Yes | 4.4 |
| 46 | ClassRanked | No | — | Assessment | Sis and lms | No | Yes | 4.3 |
| 47 | Enflux | — | — | — | — | Yes | — | 4.2 |
| 48 | AnalyticVue | No | — | — | — | Yes | — | 4.1 |
| 49 | Enrollytics | — | — | Enrollment | Other | Yes | No | 4.0 |
| 50 | Weave Analytics | — | — | Learning | Lms | — | Yes | 3.9 |
Head-to-head All 27 comparisons →
- Jisc Learning Analytics vs Instructure Elevate K-12 Analytics
- Jisc Learning Analytics vs Blackboard Illuminate
- Jisc Learning Analytics vs EduPlatter Student Impact Platform
- Jisc Learning Analytics vs Scaffold DataX for Retention & Persistence
- Jisc Learning Analytics vs ClearPath K12
- Jisc Learning Analytics vs Civitas Advising
- Instructure Elevate K-12 Analytics vs Blackboard Illuminate
- Instructure Elevate K-12 Analytics vs Civitas Learning Student Impact Platform
- Instructure Elevate K-12 Analytics vs EduPlatter Student Impact Platform
Explore other topics All topics →
- AI Tools 292 directories · 7,896 tools ranked AI Writing Tools · AI Video Generators · Text-to-Speech Software
- Web Hosting & Domains 256 directories · 5,807 tools ranked Shared Web Hosting · Managed Cloud Hosting · Dedicated Server Hosting
- Productivity 146 directories · 4,518 tools ranked Note-Taking Apps · Calendar Apps · Project Management Software
- Marketing 112 directories · 3,442 tools ranked SEO Tools · Email Marketing Software · Influencer Marketing Platforms
- Sales & CRM 145 directories · 3,900 tools ranked Real Estate CRM Software · CRM Software · Proposal Software
- Customer Service 46 directories · 1,372 tools ranked Chatbot Builders · Knowledge Base Software · Call Center Software
How we rank education 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 Sep 2026
Last updated · How we research and update