Sample report. Every name and number is invented. The paid product is not on sale yet.

Anja Vukovic

PassedSeat

Assessed work at Fernbrook Systems, Q3 2026 so far. Personal training is not counted here and never reaches a team report.

Submissions
5
Findings caught
9 of 12 planted
Catch rate
75%
False positives
0
Median score
70 against a pass mark of 70

Against a frontier model

How a frontier model scored on the same challenges, given the same diffs and marked against the same answer key, with no hints and no walkthrough. The model is not named, because these figures are invented for this sample and an invented number under somebody else's product name is a claim about their product.

This person
70 of 100
The model, on the same challenges
71 of 100
Difference
-1 point · within 2 points

Both figures are out of 100 over the 5 challenges of theirs that a published run covers, so they are only compared on work the model has actually done.

Score over time

Every attempt in the order it was made, oldest on the left, against the pass mark.

050100Pass mark 7010070504310025 Jul 2026, 12:05 UTC31 Jul 2026, 16:05 UTC

What they catch and what they miss

The best and worst of this person's own results by weakness category. It is their own detail, not an aggregate, so no minimum cohort applies. The whole breakdown is in the table below.

Strongest

  • Injection88% caught
    7 found of 8 planted1 missed

Weakest

  • Data exposure50% caught
    1 found of 2 planted1 missed

By CWE category

What this reviewer catches and misses, by weakness family.

CategoryCaughtMissedCatch rate
Injection7188%
Data exposure1150%
AI safety1150%

By language

The same breakdown by the language of the codebase reviewed.

LanguageCaughtMissedCatch rate
PHP5271%
Python4180%

Every attempt

Newest first. Times are in UTC.

ChallengeScoreCaughtFalse positivesTookSubmitted
Search results assembled into the prompt
deskmindchallenge 2
1003/3027 min31 Jul 2026, 16:05 UTC
A ticket summary that follows the instructions in the ticket
deskmindchallenge 1
431/2024 min30 Jul 2026, 03:05 UTC
An export carrying columns the page never showed
marksheetchallenge 3
501/2022 min28 Jul 2026, 14:05 UTC
A search filter pasted into the where clause
marksheetchallenge 2
702/2020 min27 Jul 2026, 01:05 UTC
A grade query built by concatenation
marksheetchallenge 1
1002/3018 min25 Jul 2026, 12:05 UTC