Accuracy report · version 1 · October 3, 2026

How often Pedagrade is right, and how often it's wrong

A checker you can't verify is just an opinion. So we test Pedagrade on quizzes and lessons where we already know the answer, and publish what it catches, what it misses, and how often it raises a false alarm. Weak spots included.

0good questions falsely accused of a wrong key or two right answers, in 371 question checks
94%of planted wrong answer keys caught (100% on our hand-written quizzes)
97%of questions rated at the exact Bloom's level, in real-world wording
89/96lessons fully correct on alignment: the right problems found, none invented

How we test

Every test uses material where the right answer is known before Pedagrade sees it. We run the same service you use.

Quizzes: 371 question checks

326 questions from a public, MIT-licensed academic question bank, kept only where we verified the answer key, plus 15 course questions we wrote, each checked 3 times. Most quizzes get one planted mistake: a wrong key, a joke option, a giveaway, or a missing key. Some stay clean on purpose.

Bloom's levels: 432 questions

Across 24 course topics, from feedback skills and phishing to medication safety and food safety. Each question is written to demand one level. 120 use a misleading verb, like "Evaluate which of these is part of..." for a recall question.

Lesson alignment: 103 lessons

96 lessons with known objectives and one planted problem each: a quiz that tests an objective too easily, questions from an unrelated topic, both, or none. Plus 7 hand-built lessons from real courses, each checked 3 times.

Results by check

"Caught" is how often it found a problem we planted. "False alarms" is how often it flagged something that was fine.

CheckTested onCaughtFalse alarms
Wrong answer keyThe marked answer isn't the right one23 planted, 371 checks94% to 100%0Strong
Missing answer keyOne question has no key when the others do19 planted100%0Strong
Practice with no feedbackLearners see right or wrong, but not why3 planted100%0Strong
Answer giveawayThe right option stands out, like being far longer19 planted88% to 100%12 of 326 clean questionsGood, some noise
Wrong options nobody would pickA joke or obviously wrong distractor20 planted94% to 100%33 of 326 clean questionsGood, noisy
Two right answersMore than one option can be defended3 checks (small test so far)1 of 30Weak, see below
Bloom's levelThe level a question actually demands432 questions97% to 99% exact
98% to 99% within one level
n/aStrong
Misleading verbsA higher-sounding verb on a simpler question120 questions100%n/aStrong
Lesson alignmentTaught, practiced, and tested at the objective's level103 lessons89 of 96 fully right
7 of 7 real lessons, every check
Rare, counted in the 7 missesStrong

Where it's weaker

We'd rather you hear these from us.

1

It under-reports "two right answers."

Pedagrade is built to stay quiet when it isn't sure. That's why it has zero false accusations. The cost: on our small test of questions with two defensible answers, it spoke up 1 time in 3. We chose that trade on purpose.

2

Its suggestions about wrong options can be picky.

On questions with nothing planted, it suggested a stronger wrong option about 1 time in 10. Some of those are fair. These show as suggestions, not errors, and bringing the rate down is on our list.

3

It misses some "tested too easily" cases.

7 of 96 test lessons had a problem it missed, mostly a quiz question that asks learners to recall what the objective asks them to compare or judge.

4

The full-course score can run high on courses with gaps.

On three test courses with real alignment gaps, the review listed every gap but the overall score still came out between 84 and 92. Until we fix that, read the list of gaps, not just the number.

5

Scores move a little between runs.

Reviewing the same course twice usually lands within about 2.5 points. The findings themselves are more stable than the score.

What Pedagrade can't do

Our rules

We'd rather miss a problem than accuse something that's fine.

Every finding points to the text it's about, so you can check it.

We publish these numbers with every release, including the ones that get worse.

If it gets your course wrong, tell us. Real mistakes become new test cases.

Found a mistake? Email support@pedagrade.com with what it said and what was right.

Changes