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Graded 7 November 2026

Does PDF to Quiz let a teacher give a quiz to a class?

PDF to Quiz let a learner take a shared quiz, but did not provide results attributed to a learner or class. The teacher’s results panels stayed empty after a reload, and the learner’s signed-in dashboard was empty too.

1 of 1 test case failed

Every test case in this scenario has a result.

Pass rate0%0 of 1 gradable
Coverage1 of 1test case with a result
0PassNo test case passed.
1FailMissed at least one thing it was expected to do; the reason and proof are with each test case below.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above is based on this test case.

A class takes the same quizFailEvidence
What we sent
InputDocument (PDF)
Input PDF: the electric circuits chapter used to generate the quiz
Open the PDF ↗
What the tool returned

The tool's response has no text to quote: it is what the evidence under Proofs shows.

Proof 1 · Screenshot

Proof 2 · Screenshot

Expected vs. Found
✗Expected: Each learner can access and complete the quiz, with responses and completion saved separately and attributed to the correct learner and class.Found: The learner completed all 47 questions anonymously: 11%, with 5 correct and 42 incorrect. No responses or completion were saved separately or attributed to a learner or class.
Supporting proof
Proof 1Screenshot
Quiz screenshot: the shared quiz opens without a learner identity
Open original ↗
Proof 2Screenshot
Results screenshot: 11%, with 5 correct and 42 incorrect answers
Open original ↗
Proof 3Screen recording
Screen recording: quiz sharing, learner completion and the teacher’s empty results panels
Key moments
Open original ↗
Proof 4Screenshot
Sharing screenshot: the teacher copies the quiz link
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Proof 5Screenshot
Learner dashboard screenshot: a signed-in account with an empty quiz list
Open original ↗
Proof 6Screenshot
Teacher dashboard screenshot: empty performance metrics on the paid account
Open original ↗
Proof 7Screenshot
Teacher analytics screenshot: empty results, correct-answer and incorrect-answer panels
Open original ↗
Why this result

The quiz was accessible, but class delivery also required results tied to learners. On a paid teacher account using the only sharing route, the completed attempt remained anonymous and untracked—a capability gap, not a free-plan or configuration restriction.

Also observed in this test case

Personal progress panels. The teacher dashboard’s performance metrics message refers to the account holder’s own quiz completions, indicating that it reports personal attempts rather than class progress.

Link-only distribution. The Share Quiz dialog provides a link, with no controls for a class, roster, invitations or assignments.

Tested by Anshika Gupta · evidence dated 10 October 2026

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
PDF to Quiz
Build or version
Not exposed by the hosted product
Surface
Web app
Set up before the run
After an inconclusive free-plan attempt, a Pro teacher shared a 47-question quiz generated from an electric circuits chapter PDF. One separately signed-in learner opened the link, answered all 47 questions and submitted; the teacher’s dashboard was checked, including after reloading.
Plan
Pro
Tested
10 October 2026 · Anshika Gupta

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the test case's result says which one and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the test case's result says what's missing.

Where this sits in the benchmark

This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.

LevelNameScope
BenchmarkQuiz Generation →15 scenarios · 10 tools
CapabilityQuiz Delivery →
ScenarioA teacher gives the quiz to a class →
ToolPDF to Quiz →

History of this result

What has happened to this result since it was first published. Runs and grades are never overwritten: a retest or a re-grade publishes a new result and keeps the earlier one readable.

from the publication record
14 October 2026First publishedQuiz Generation v1
12 November 2026Updated — retested
The result is unchanged: 0 pass · 1 fail. The earlier result stays readable. Read the earlier result →

Act on this result

Nothing filed here edits the run or the grade. A challenge opens a review, and a review can produce a new run or a re-grade — which becomes the current result and leaves this one in the history.

This matches what I see

You run the same kind of test against your own setup and get the same behaviour.

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This does not match

Yours behaves differently. Tell us what you got, with a screenshot if you have one.

Disagree →
Point out an issue

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Request a retest

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We have fixed this

Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.

Vendor notice →
Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/quiz-generation/results/pdf-to-quiz/a-teacher-gives-the-quiz-to-a-class · 0 pass · 1 fail · coverage 1/1 · graded 2026-11-07

The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.

Verify the proof files

These files support this result. Open a file to inspect the original evidence.

Input · Document (PDF) ↗application/pdf · 265 KB
Proof 1 · Screenshot ↗image/png · 145 KB
Proof 2 · Screenshot ↗image/png · 161 KB
Proof 4 · Screenshot ↗image/png · 157 KB
Proof 5 · Screenshot ↗image/png · 142 KB
Proof 6 · Screenshot ↗image/png · 464 KB
Proof 7 · Screenshot ↗image/png · 163 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)220bc6e2dc7e6824ee5bb81ff8f24b17c234c2eb1463835468fdc77a602c3dff
Proof 1 · Screenshot89e8d2f2cc77df6baf700d65fa565e50f51d4d848aabb1482ddfc848da969836
Proof 2 · Screenshotbcab4d16c7c9149595983057ecfa8f2bd557d8d9064ccec3609a9e295dfd18ed
Proof 3 · Screen recording7bb14fb06c54802f02ab7744ea3a5eadd2a6fda32578ed98e8351b79f6cf103d
Proof 4 · Screenshot02a1f33ab97cfdc174e15151189137105f5d5084c7d179a40b4809d0e0959bcb
Proof 5 · Screenshote816615630ba68aaea04e797aecef69a53c98834549798296944186c3bcfb1e8
Proof 6 · Screenshota1e72f1ddaaecb0830e0e3401c749b843036cad6acd4c13067176db716fb31ab
Proof 7 · Screenshote7a14c76724689ebbe289960cfdc20bb1f46c73ea61f743cc64fd67af22aac4e