GradeBoard

GradeBoard is a web platform for educators who want AI-generated feedback tied to rubric outcomes. It is best suited to recurring assessment where editable comments and batch processing matter; occasional graders may find its wider workflow unnecessary.

Overview

GradeBoard analyzes learner work against rubric criteria and produces inline comments and summative feedback. Educators can edit annotations before exporting them, leaving room for review rather than treating generated feedback as final. That makes it a stronger fit for feedback workflows than for educators seeking only a score.

Uploads include PDF, DOCX, TXT and image files, with OCR text extraction. The platform also tracks performance trends, time savings and student progress distribution. Those analytics can help educators follow patterns across assignments, though their usefulness depends on having enough submissions to make trends meaningful.

Key features

Batch grading can handle 50 or more submissions simultaneously, a useful capacity for large classes or institutional processing. The Free plan allows just 10 learner submissions per month, however, so this scale is mainly relevant to paid users. Pro raises the allowance to 200 submissions monthly and adds a priority AI model, batch grading, advanced developmental feedback and OCR.

Annotated DOCX downloads and batch feedback ZIP downloads are paid-plan exports. Free includes annotated DOCX download but not the listed batch ZIP option. GradeBoard also supports LMS integration; Enterprise adds custom API/LMS support, SSO and team management.

Pricing

The freemium structure gives educators a way to try the workflow, but the free quota is small for regular classes.

• Free — free: 10 learner submissions per month, standard AI model, limited rubric uploads, DOCX annotated download, basic analytics, 30-day data retention and email support. It suits a low-volume evaluation or occasional use, but limited rubric uploads and the submission cap constrain broader teaching use.
• Pro — £24.99 a month: 200 submissions per month, priority AI model, batch grading, advanced developmental feedback, OCR and six-month data retention. This is the practical tier for educators with recurring assessment and moderate volume; the 200-submission ceiling still matters for larger cohorts.
• Enterprise — From £250 a month: unlimited submissions, SSO, team management, custom API/LMS integration, 12-month data retention and a dedicated success manager. It is aimed at institutional use, where administration and integrations can justify the higher starting price.

GradeBoard says it complies with GDPR and other data protection regulations. Its retention period increases by plan, from 30 days on Free to 12 months on Enterprise, so institutions should weigh those terms against their data needs.

Platforms

GradeBoard runs on the web. It supports LMS integration, with custom API/LMS integration listed for Enterprise.

Who it's for

Educators who grade against rubrics and want to combine editable AI feedback, batch processing and progress analytics are the clearest fit. Free is more suitable for a small-scale trial than a full course; Pro fits sustained individual or class use, while Enterprise targets teams and institutions with larger volumes or integration needs.

Pros and cons

• Pro: Rubric-aligned analysis produces both inline and summative feedback, and annotations can be edited before export.
• Pro: Batch processing of 50+ submissions and analytics support recurring, higher-volume assessment.
• Con: Free stops at 10 submissions per month and limits rubric uploads, making it restrictive for regular multi-course use.
• Con: Retention varies substantially by tier, so Free’s 30-day period may not suit educators who need longer access to submissions.

Alternatives

Rubric Software is a useful category starting point for comparing rubric tools. Choose Gradescope instead if Android or iOS access matters, or if its free tier’s dynamic rubrics, question-by-question grading, statistics and regrade requests better fit the workflow.

Rubric Scorer is a mobile option for Android and iOS; its free app supports up to three rubrics for one class. UniRubric may suit a lecturer who wants a single lifetime marking job with rubric-anchored output and PDF export at no cost.

OpenRubric is an alternative for readers considering a self-hosted or web option. Pawtograder offers a free community instance for instructors evaluating it, with ongoing use at scale requiring contact.

RubiStar is a free web option for educational use, though rubrics may be deleted if used personally or commercially. RubriqFlow may fit institutions wanting unlimited faculty and staff accounts at no charge, with student access priced at $5 a month.

Quick Rubric is a free web-based choice when publicly available rubrics and non-commercial reuse are acceptable.

Verdict

GradeBoard is a strong fit for educators who need rubric-linked feedback across recurring assignments, especially when batch grading and analytics are valuable. Its editable annotations preserve educator oversight, but the free quota is too low for sustained class use and plan retention limits deserve attention. Choose Pro for moderate ongoing volume; look elsewhere if mobile access or a larger free allowance is essential.