Peerceptiv vs TEAMMATES

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.

TEAMMATES is a web-based peer feedback management system for instructors seeking flexibility beyond their main learning management system. Instructors and students are its intended users, and the project describes the system as highly configurable, including for pedagogical research into peer feedback mechanisms. The service is hosted on Google App Engine and is a joint effort supported by the National University of Singapore School of Computing.

The Free plan costs nothing. The team says it will provide the service free for as long as it can, but may change or end it at its discretion. Its terms say the team will try to protect user data while advising against storing information users want to keep confidential. The service is provided without warranty, and users are responsible for risks arising from use. The features page describes a workflow, but its diagrams appear as images without accompanying text. The listed platform is web.