Classroom Guardian

Assignment grading · Coming soon

Thoughtful feedback.
Teachers in control.

Turn your rubric into structured draft grades and clear feedback. Spend your attention on the student—not another blank feedback box.

Planned monthly allowance included with Max schools of 500+ students. Optional extra packs for any plan. Purchases are not open yet.

01 / YOUR STANDARD

Grade against your rubric

Use approved criteria and point limits. Review criterion-level scores with short supporting quotes from the submission.

02 / MORE SUPPORT

Build better feedback

Planned teacher assistance includes rubric drafts, clearer explanations and assignment feedback—all using the same allowance.

03 / YOUR DECISION

Keep judgment human

Missing or unreadable work goes to review, not an automatic zero. AI-detection scores are not used to grade work.

Google Classroom integration · Planned

Choose review—or allow automatic publishing.

Assignment access and integration are still being prepared. This is the intended workflow—not a currently available Classroom feature.

  1. Select an eligible assignment

    Use an assignment created by our Google Cloud project or a supported Classroom add-on with Grade Sync. Ordinary manually created assignments cannot be promised automatic write-back.

  2. Approve your rubric once

    Set the grading criteria and choose a delay of 2–3 minutes after submission. Review mode remains the default.

  3. Allow auto grading for Google Classroom

    Opt in per assignment to publish eligible scores without approving each result. Missing work, uncertain results, changed submissions and existing teacher grades go to review instead.

Setup required—not active yet. Separate school authorization, grade-writing permission, provider setup and durable processing are required. Teachers can turn automatic publishing off and correct grades.

Included with Max · Grading coming soon

A fresh allowance every month. Unused tokens roll over.

The $7 per-student monthly Max bundle includes Essay Detection and priority support. Its planned grading allowance is Basic—1 million tokens per month—only for schools with 500 or more students. Max schools with fewer than 500 students do not receive included grading tokens. Teacher count does not affect this allowance. Unused included tokens roll over while the paid Max subscription remains active. Grading activation still requires provider setup, a production usage ledger and supported assignment integration.

Four optional packs. One shared school allowance.

Start small. Give feedback at scale.

Preview prices in USD for optional one-time token packs—not monthly or per-student charges. These are separate from the included Max monthly allowance.

A focused first step

Basic

$5 / pack

1 million tokens
≈330 essay gradesor ≈1,000 short assistance requests

Explore rubric-based feedback with a smaller allowance.

Coming soon

Across more classrooms

Large

$70 / pack

20 million tokens
≈6,660 essay gradesor ≈20,000 short assistance requests

A larger shared budget for several classes and subjects.

Coming soon

For broader school use

Extra Large

$150 / pack

50 million tokens
≈16,660 essay gradesor ≈50,000 short assistance requests

Our largest planned allowance for higher-volume use.

Coming soon
What these estimates mean

We assume approximately 3,000 total tokens per essay grade or 1,000 per short assistance request. These are planning estimates, not measured capacity or guaranteed assignment counts. The two counts are alternatives, not additional allowances; mixed usage draws from the same pack. Longer essays, detailed rubrics, feedback, reasoning and follow-up requests use more tokens.

Input, output and provider-billed reasoning count toward usage; reasoning is not counted twice. Preview pricing may change before launch.

Clear expectations

Automation with clear boundaries.

Is assignment grading available today?

No. Provider credentials and Google Classroom integration are pending. Activation also requires school data-processing authorization, a working usage ledger and supported assignment access. This page previews the planned service.

Will grades be published automatically?

Draft grades require teacher review by default. A teacher may explicitly allow automatic publishing for an eligible assignment after approving its rubric; eligible results then need no individual approval. Exceptions remain in review. This workflow is not live today.

How is student work handled?

The grading workflow uses the approved assignment, rubric and submission. Instructions inside student work are treated as untrusted content. Before launch, schools must authorize the processing and receive applicable provider, retention and privacy disclosures.

Does a pack include unlimited usage or guaranteed accuracy?

No. Each pack has a total token limit. Actual capacity varies, and teachers remain responsible for monitoring results. No accuracy percentage or fixed number of grades is promised. Expiration, refunds and other purchase terms will be published before sales open.

Less friction. More meaningful feedback.

Your classroom. Your criteria. Your final call.

View school plans and add-ons →