Tally
for teachers

Paste-the-quiz & rubrics

Tally has no answer-key spreadsheet. You paste the quiz once, it works out what kind of questions you have, and it drafts the rubric for the ones that need judgment.

What to paste

The questions themselves, numbered. Tally recognizes 1., 1), and Q1:. You don't need to clean up formatting, and you don't need to mark which questions are which type.

1. A business plan's executive summary is written (a) first (b) last (c) never
2. Name two costs that stay fixed as output rises.
3. Explain why cash flow can be negative in a profitable month.

Question 1 has inline options, so Tally treats it as multiple choice and asks you to mark the correct one. Questions 2 and 3 have none, so they're short answer — and those are the ones that get drafted key points.

Key points, and why you should edit them

For each short answer, Tally drafts three to five specific things a full-credit answer must contain. For question 3 above, that's roughly:

timing of inflows vs outflows receivables not yet collected profit ≠ cash example given

This is the highest-leverage minute you'll spend. The draft doesn't know what you emphasized in class — if you spent a week on receivables and barely mentioned examples, delete the last chip and the grading follows your teaching. Tap any chip to edit it, or add your own.

Save it when you're happy. A rubric you've tuned is worth keeping — save it privately to reuse next term or across sections, and optionally submit it to the shared library.

for teachers

Reviewing flags & overrides

Tally doesn't ask you to check twenty-six answers. It asks you to check the two or three it wasn't confident about, and shows you why.

What gets flagged

Partial credit. The answer hit some key points but not others — the most common flag, and the one where your judgment matters most.
Blank or near-blank. Nothing to grade. Flagged rather than zeroed, because a blank can mean a submission problem rather than a student who didn't try.
Off-topic. The answer is substantive but doesn't address the question — sometimes a misread question, sometimes a student answering the previous one.
No answer key entry. A question Tally couldn't match to your rubric. Always worth a look — it usually means the paste missed a question.
Grading error. A technical failure on that one answer. Retry it; nothing else in the run is affected.

Overriding a score

Expand any row to see the student's answer, the score, and the reasoning behind it. The − and + buttons adjust the score; Accept marks the row ready. You can override any answer, not just flagged ones.

Feedback text is editable too. If you rewrite it, the student sees your words, not the drafted ones.

Nothing publishes on its own. Publishing writes draft grades to your Classroom gradebook. Students see nothing until you return the assignment in Classroom, exactly as with hand grading.

If grading stops partway

Chrome sometimes suspends background work on an idle machine. Tally saves a checkpoint after every batch — reopen the popup and it resumes where it stopped. No answer is graded twice, and nothing already reviewed is lost.

reference

Grading scale explained

Short answers: 0, 3, or 5

Three bands, deliberately. A finer scale sounds more precise but produces less consistent grading — the difference between a 7 and an 8 out of 10 isn't defensible, while the difference between "got it," "partly got it," and "didn't" is.

5Full credit. Clear understanding, addresses all your key points.
3Partial credit. Some understanding, missing important elements. Always flagged for review.
0No credit. Incorrect, off-topic, blank, or a fundamental misunderstanding.

Override any of these to any value your gradebook accepts — the three bands are Tally's starting point, not a limit on you.

Multiple choice: exact match

Case-insensitive exact match against the option you marked correct. No AI involved, no ambiguity, instant. Points come from the question's own value rather than the 0/3/5 scale.

Essays: weighted criteria

Scored out of a total you set (20 by default), across criteria you weight yourself. See essay grading.

for teachers

Essay grading

Longer writing needs a different rubric and a stronger model, so essays run on their own track — and are metered separately from short answers.

What's different

  • Four feedback strands instead of one paragraph — thesis, evidence, organization, and mechanics are addressed separately.
  • Weighted criteria you define, rather than flat key points. Build these in the rubric generator.
  • A holistic score out of your chosen total, not a 0/3/5 band.
  • Specific citation. Feedback quotes or paraphrases a line from the essay rather than generalizing.

Limits

Essays are capped at 20,000 characters each — roughly 3,000 words, well beyond a typical high-school assignment. The free tier includes 20 essays a month, tracked separately from your 200 short answers; see pricing for the essay add-on.

Worth saying plainly: essay grading is the place to read the feedback before publishing, not just the scores. Longer writing has more ways to be unusual, and your judgment on a borderline essay is worth more than it is on a two-sentence answer.

for teachers

Originality checks

Any short answer can be checked for likely AI-generated or copied text. The result is information for you — never an automatic penalty.

What you get back

A verdict, a confidence level, a plain-language reason, and the underlying request and response data — so you can see the reasoning rather than trusting a number from a black box.

How to read it honestly

AI-detection is probabilistic and it is wrong sometimes — in both directions. It is more likely to misjudge multilingual students and students who write in a formal register. Treat a flag as a reason to look closely or start a conversation, never as evidence on its own.

Tally will never lower a grade because of an originality result. The check is advisory, it's surfaced with its reasoning, and the decision is entirely yours. We built it this way deliberately.

reference

Standards tagging

Tagging a rubric to a standard makes it findable — by you next term, and by colleagues teaching the same unit.

Supported sets

Common Core, state standards, NGSS, AP / College Board, CTE frameworks, and district-custom codes. Tags are free text, so a code your district invented works exactly as well as a national one.

Conventions worth following

Use the official code as written — CCSS.ELA-LITERACY.W.9-10.1, NGSS.MS-LS1-2 — rather than a description. Codes are what other teachers search for, and consistent formatting is what makes a shared library usable rather than a pile.

Multiple tags are fine and often correct; a good argumentative-writing rubric legitimately addresses several writing standards at once.

What tagging does not do

Tags don't change how anything is graded. They're metadata for finding and sharing rubrics — the grading follows your key points, not the standard code.

for IT & administrators

Request a DPA

Tally will execute a district Data Processing Agreement, including state-specific addenda. See the DPA terms and request page, or email help@gradewithtally.com with your district name and the agreement form you use.

What to include

  • Your district's standard DPA, or a note that you'd like ours.
  • Any state addendum required — NY Ed Law 2-d, Illinois SOPPA, Texas Student Data Privacy Agreement, California SOPIPA.
  • Whether you're joining a consortium agreement (NDPA / SDPC), and its identifier.
  • Your target deployment date, so we can prioritize.

What makes this straightforward

Most DPA friction comes from data inventories and deletion procedures. Tally's answer to both is unusually short: no student data is retained after a grading run, and student identities never reach our servers at all. The data safety page has the retention schedule and subprocessor list your reviewer will ask for.

You don't need a signed DPA to pilot — the free tier works immediately, and no procurement action is required to try it with one teacher.

reference

Changelog & roadmap

Shipped

0.2.0
Paste-the-quiz answer key
The Google Sheet is gone. Paste the quiz and Tally drafts the rubric — no tab names to match, no spreadsheet to maintain.
0.2.0
Resumable grading
Grading checkpoints after every batch. If Chrome suspends the extension mid-run, reopening the popup picks up where it left off.
0.2.0
Essay grading
Weighted criteria, four feedback strands, and a separate free-tier allowance from short answers.
0.2.0
Originality checks
Check any short answer for AI-generated or copied text, with the reasoning shown. Advisory only.
0.2.0
Rubric library and generator
Save rubrics privately, tag them to standards, reuse across sections, and submit them to the shared library.
0.1.0
First working grader
Classroom sign-in, MCQ exact-match scoring, short-answer AI grading, and draft grades posted back to the gradebook.

Next

Near
Rubric library search and filters
The filters on the library page are visual today; making them actually filter is the next thing we ship.
Near
In-popup rubric picker
Choose a saved rubric from inside the extension instead of re-pasting a quiz you've already graded once.
Later
Department seats
Shared rubric collections and a single invoice for a whole department.
Later
Google Forms quizzes
Reading answers from Forms-based quizzes, not just Classroom question items.

Decided against

An admin dashboard showing teacher usage
Building it would mean collecting per-teacher activity data we deliberately don't collect. Chrome's own reporting shows install counts if a district needs them.
Auto-penalizing AI-flagged answers
Detection is probabilistic and biased against multilingual students. A flag should start a conversation, not dock a grade.
Publishing grades without teacher review
The one-click 'grade and post' flow tests well in demos and is wrong in a classroom. The teacher approves, always.
Storing student work to improve grading
It would make the product measurably better and the compliance story measurably worse. Not a trade we're willing to make.