Alternatives to Gradescope

{"intro": "Gradescope handles online and in-class assessment across variable-length work such as problem sets and projects, plus worksheets, quizzes, bubble sheets, exams, and code submissions. Instructors can apply flexible rubrics, revise grading across completed work, use programming and math autograders, review question- and rubric-level statistics, and export grades. Students submit assignments and view grades in the Android and iOS app, while instructor workflows are not available there. The Basic plan costs nothing; institutional licensing adds collaborative grading, AI-assisted grading, LMS integration, SSO, and administration features.\n\nAlternatives appeal when your priority is live or asynchronous classroom activities, coded question variants, mathematics and STEM homework, adaptive paths, standards-based assessment, self-hosting, or a focused coding environment. Compare supported assignment and response types, feedback and automation, analytics, LMS connections, hosting, and device coverage. Check whether mobile access serves instructors as well as students, and whether a free plan includes the capabilities you need. Paid pricing varies widely, from monthly per-user plans to prices available on request, so the better fit depends on your assessment workflow and subject.", "rows": [{"ref": "sw:wayground-formerly-quizizz", "name": "Wayground (formerly Quizizz)", "best_for": "Interactive lessons, quizzes, and differentiated classroom activities", "pricing": "Free plan; paid from $18/mo (annual); 7-day trial", "key_difference": "Wayground adds AI-generated activities, 18+ question types, live sessions, asynchronous modes, and differentiated accommodations.", "choose_when": "Choose it for broad classroom activity formats, live teaching modes, and accommodations beyond Gradescope’s grading workflow."}, {"ref": "sw:prairielearn", "name": "PrairieLearn", "best_for": "Code-authored questions and mastery-based mathematics practice", "pricing": "Free plan; paid from $8", "key_difference": "PrairieLearn generates and grades coded question variants, lets students retry for mastery, and can run on institution-managed infrastructure.", "choose_when": "Choose it when variant generation, repeated mastery attempts, or self-hosting matters more than Gradescope’s rubric-centered grading."}, {"ref": "sw:m-bius-assessment", "name": "Möbius Assessment", "best_for": "Mathematics and STEM homework with partial credit", "pricing": "Pricing on request", "key_difference": "Möbius focuses on STEM homework, offers 15 question types, partial credit for shown work, and adaptive learning paths.", "choose_when": "Choose it for mathematics-focused assignments needing partial credit, extensive controls, or adaptive progression."}, {"ref": "sw:tao", "name": "TAO", "best_for": "Standards-based digital assessment and flexible hosting", "pricing": "Free plan; paid from €499/mo (annual)", "key_difference": "TAO emphasizes QTI 2.2 and 3.0 interoperability, assessment conversion, AI drafting, session management, and shared or private cloud hosting.", "choose_when": "Choose it when standards-based portability, conversion, or cloud-hosting choices outweigh Gradescope’s grading features."}, {"ref": "sw:socrative", "name": "Socrative", "best_for": "Live classroom quizzes and quick progress checks", "pricing": "Free plan; paid from $10/user/mo (annual); 21-day trial", "key_difference": "Socrative centers on live, on-the-fly quizzes with automatic grading, reports, and real-time learning-progress views for up to 50.", "choose_when": "Choose it for immediate classroom checks and live learning-gap visibility rather than Gradescope’s broader assignment formats."}, {"ref": "sw:matlab-grader", "name": "MATLAB Grader", "best_for": "Automatically graded MATLAB coding assignments", "pricing": "Free plan", "key_difference": "MATLAB Grader is dedicated to interactive MATLAB assignments, with browser authoring and direct synchronization with MATLAB Online.", "choose_when": "Choose it when MATLAB coding, contextual feedback, attempt histories, and concept analytics are the core requirement."}, {"ref": "sw:numbas", "name": "Numbas", "best_for": "Open-source mathematics assessment across delivery environments", "pricing": "Free plan", "key_difference": "Numbas provides open-source numerate assessment, a 5,000-plus-question public bank, standalone exams, VLE delivery, and SCORM packages.", "choose_when": "Choose it for free, self-hostable mathematics assessments that can run through VLEs or standalone browser environments."}]}