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Graded 9 October 2026

Can Quizgecko focus practice on each learner's weaker topic?

Quizgecko focused practice on the weaker topic for each learner. Lavi's review card and first question point to parallel-circuit practice, while Anshika's card and review questions point to series-circuit practice; one Anshika item is shown wrong.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
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.

Practice follows the weaker topicPassEvidence
What we sent
InputDocument (PDF)
PDF chapter on electric circuits and its topic list
Open the PDF ↗
What the tool returned

The tool's reply is shown in the evidence under Proofs.

Response 1 Review 11 mistakes Response 2 Review 12 mistakes Response 3 A battery supplies 0.60 A to two parallel branches. One branch carries 0.30 A. What current flows in the other branch? Response 4 Which description identifies components connected in series most precisely?

Transcribed from Proof 1 · Screenshot

Transcribed from Proof 3 · Screenshot

Transcribed from Proof 2 · Screenshot

Transcribed from Proof 5 · Screenshot

Expected vs. Found
✓Expected: Give each learner practice aimed at the weaker topic, not the same topic regardless of history.Found: Lavi gets parallel-branch current practice and Anshika gets series-circuit practice, matching each learner’s weaker topic rather than repeating one focus.
Supporting proof
Proof 1Screenshot
Screenshot of Lavi's review card with a parallel-current focus
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Proof 2Screenshot
Screenshot of Lavi's first review question about parallel current
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Proof 3Screenshot
Screenshot of Anshika's review card with a series-focused question
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Proof 4Screenshot
Screenshot of Anshika's answered symbol question marked wrong
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Proof 5Screenshot
Screenshot of Anshika's next review question on series circuits
Open original ↗
Proof 6Screen recording
Screen recording of the quiz attempt and later review session
Key moments
Open original ↗
Why this result

Two learners with opposite strengths and weaknesses get different review sets aimed at their weaker topics, so the product behaves as required and this case is a pass.

Also observed in this test case

Wrong answer shown. Anshika's first review item is marked incorrect, and the product shows the chosen pairing as wrong while the correct pairing is marked instead.

Tested by Anshika Gupta · evidence dated 3 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
Quizgecko
Build or version
N/A — no visible version number found anywhere in the recordings (SaaS web app, no exposed version indicator)
Surface
Web app
Set up before the run
Two learner histories with the same topics but opposite strengths and weaknesses were needed. For each learner, start the product’s normal recommended practice.
Tested
3 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
CapabilityPersonalized Practice →
ScenarioOne topic is weaker than the others →
ToolQuizgecko →

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
30 October 2026First publishedQuiz Generation v1

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.

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Point out an issue

Something here is wrong — a reference value, a transcription, a grade.

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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/quizgecko/one-topic-is-weaker-than-the-others · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-09

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 · 125 KB
Proof 2 · Screenshot ↗image/png · 58 KB
Proof 3 · Screenshot ↗image/png · 113 KB
Proof 4 · Screenshot ↗image/png · 109 KB
Proof 5 · Screenshot ↗image/png · 131 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)220bc6e2dc7e6824ee5bb81ff8f24b17c234c2eb1463835468fdc77a602c3dff
Proof 1 · Screenshotff8757de170b4ff6ac6d94b16343937a084db4ca570f95d7a63c76a9d68bc04d
Proof 2 · Screenshot141fd82a9b19bc95d59f905097841134505b1a711e5ab42c7087aeecfc908d51
Proof 3 · Screenshot68b0ab67e2a885e1bbfc9612caf181be8afeadb6514307439b61b300b1d6ef1b
Proof 4 · Screenshot06126e25c649447e5ab384b23805130f8195549b326e1fa35a64f8edd6b309d5
Proof 5 · Screenshot3bcb7301477a8fe6da58551c159fa1b4a684aea45e6a82f55ef086103bfa9af9
Proof 6 · Screen recording5fba784ede09453953c718c9a2c2e829b1de84fb9741646d32fe218adc5dde72