FeedbackFruits vs. CoStudy: Two approaches to peer evaluation.
FeedbackFruits built the most comprehensive pedagogical tool suite in higher ed, with 15+ tools spanning peer review, group evaluation, interactive documents, and AI feedback. Serious platform. Here's how they differ from CoStudy.
A note on FeedbackFruits: FeedbackFruits has built an impressive ecosystem of pedagogical tools trusted by institutions like Cornell, Yale, and Wharton. Their breadth of coverage across peer review, group work, and interactive learning is unmatched. We respect their commitment to evidence-based pedagogy and institutional partnerships.
Feature comparison
| Feature | FeedbackFruits | CoStudy |
|---|---|---|
| Group member evaluation | ||
| Peer review of assignments | ||
| Student cost | ||
| Professor cost | ||
| Individual professor signup | ||
| Canvas LTI 1.3 | ||
| Roles-based evaluation | ||
| Mid-project check-ins | ||
| Team health dashboards | ||
| AI features | ||
| Tool suite breadth | ||
| Setup complexity |
What FeedbackFruits gets right
Broadest tool suite in the space, covering peer review, group evaluation, interactive documents, and more. If you need a single platform for everything, FeedbackFruits has it.
Strong institutional partnerships with Canvas (Instructure) and D2L, making it a natural choice for schools already invested in those ecosystems.
AI-powered feedback suggestions help students write better peer reviews, raising the quality of evaluation across the board.
Available at 200+ institutions in 30+ countries including Cornell, Yale, and Wharton, with a proven track record at scale.
Where CoStudy is different
You don't need your IT department's permission
FeedbackFruits requires institutional licensing. A professor can't just sign up. CoStudy: sign up, connect Canvas, run your first assessment in 15 minutes. No procurement, no IT tickets, no waiting for next fiscal year's budget approval.
One tool that does one thing well
FeedbackFruits has 15+ tools. Powerful, but complexity has a cost. Trustpilot reviews (2.9/5) cite confusing interfaces and rigid templates. CoStudy does group project peer evaluation and does it deeply. Less to learn, less to break.
Formative, not summative
FeedbackFruits Group Member Evaluation runs at the end of a project. CoStudy's mid-project check-ins catch problems early. Professors see real-time team health dashboards. Intervention happens when it matters, not after the damage is done.
Roles-based evaluation
CoStudy lets students be evaluated on their actual team role responsibilities. The project manager gets evaluated on coordination. The researcher gets evaluated on sourcing. FeedbackFruits uses uniform evaluation criteria across all team members.
No enterprise sales cycle
FeedbackFruits is enterprise software. Getting it at your school means procurement, contracts, IT setup. CoStudy is built for the professor who wants to try peer evaluation this semester, not next fiscal year.
Considering a switch?
We'll help you get set up. Most professors are running their first CoStudy assessment within 15 minutes. Book a call and we'll walk you through the transition.