Rubrics that connect to your autograder

Most rubric tools are fully manual. CodeGrade's rubrics connect to the autograder, so categories can be auto-filled based on test results. If the autograder checks for code style, edge case handling, and output correctness, the rubric reflects those scores automatically. You still add manual categories for things like code readability or design decisions.

• Auto-fill rubric categories from autograder test results
• Combine automatic and manual rubric categories in one assignment
• Students see a single rubric with all scores, automatic and manual, in one view

Not every criterion fits a simple "pass or fail." CodeGrade supports two rubric types: discrete categories with fixed levels (Excellent, Good, Needs Work) and continuous categories with sliding scales for more nuanced scoring. Use both types in the same rubric.

• Discrete categories: define specific levels with descriptions and point values
• Continuous categories: set a range and score anywhere on the scale
• Mix both types in a single rubric for flexible grading

After grading is complete, CodeGrade shows rubric statistics across the entire class. See which criteria students scored well on and which ones tripped them up. Use the data to adjust your teaching, not just to assign grades.

• View mean scores per rubric category across all submissions
• Identify which criteria the class struggles with most
• Export rubric data for department reporting or course review