Expertiza vs Peerceptiv

Expertiza is a free, open-source web application for instructors to deploy assignments and students to submit and peer-review learning objects. Submissions can include articles, code, websites, URLs, and wiki pages; students can also form teams and sign up for topics. The system supports rubric scoring, moderation, one-way reviewer anonymity, and manual review allocation. The project says it is used in select NC State courses and by professors at several other colleges and universities. It can be run locally or deployed to production, with development setup guides for Ubuntu/Debian, macOS, and Linux RHEL. Developers need a JVM. A documented Moodle LTI integration allows assignments to launch from Moodle and sends grades to its gradebook, but setup requires a Moodle administrator to register and activate Expertiza as an external tool provider. The project also describes a generic synchronization interface intended for LMS platforms such as Blackboard or Canvas. The repository lists an MIT license and points to instructor and student manuals, presentations, and videos.

Peerceptiv is a peer learning platform for higher education, covering peer review, peer assessment, team member evaluation, group formation, and live presentations. It supports assignments involving writing, presentations, video uploads, computer code, and group projects. Live Presentation tools let audiences submit rubric-based reviews while producing real-time data about presentations and reviewers. Team Member Evaluation combines quantitative and qualitative feedback, 360-style reviews, and role-specific rubrics. Group Formation can match participants using calendar availability, instructor priorities, similarity or dissimilarity logic, and customizable surveys. Proprietary research-validated machine learning calculates results and provides personalized performance feedback. Integrations include Canvas, Blackboard, D2L Brightspace, and Moodle with automatic roster syncing. Campus subscriptions add LTI, single sign-on, student auto-population, and grade passback. Instructors can create a free account. Paid options include campus, student, faculty, department, workforce, and special-application arrangements, with pricing available on request. Peerceptiv states SOC 2 Type II compliance and support responses within 24 hours.