AI Grader Pro vs Crowdmark

AI Grader Pro provides AI-assisted grading workflows for mathematics and other STEM subjects. Educators can create, refine, and apply rubrics, then review step-wise scores that account for partial credit and student solutions. The software processes question sheets and student answers in batches, and can export reports, summaries, and class-level outputs. Its local-first design is described as minimizing data leaving the user’s environment, but it can also send data to third-party AI services chosen by the user; those providers’ own terms and privacy policies govern processing. The product warns that AI-generated grading, feedback, and analytics may contain errors, leaving educators responsible for checking outputs and decisions. It runs on macOS and Windows. Recommended requirements are macOS 13 or later, or Windows 10/11 x64, with at least 8 GB RAM and 1 GB disk space. Full LaTeX output requires a LaTeX distribution. The Personal plan costs $120 a year and includes email support. The Team plan costs $299 a year, lists multi-user deployment and priority support, and is marked available in Q3 2026.

Crowdmark is a web application for evaluating, discussing and responding to exams, essays, lab reports and other student work. Instructors can use paper assessments they already have, create assignments or set up exams with multiple-choice questions. They can scan and upload student work, while students can submit assignments using mobile phones. Grading tools support scores, graphical annotations, hypertext comments, mathematical notation and reusable comments. Crowdmark reports student performance by question and provides an API for extracting insights. Its FAQ lists roster and grade synchronization with Canvas, Brightspace/D2L, Moodle, Blackboard and Sakai. The Canvas connection can import courses, rosters, team members and sections, and export grades. The service serves higher education and K–12, with licensing options for instructors, departments, enterprises, schools and school districts. Prices are quoted by Crowdmark, and both course-based and annual subscriptions are listed. Crowdmark says personal information may be processed and stored outside Canada, including in the United States.