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

Idris Kalunga

Needs workSeat

Assessed work at Fernbrook Systems, all time. Personal training is not counted here and never reaches a team report.

Submissions
4
Findings caught
6 of 10 planted
Catch rate
60%
False positives
1
Median score
63 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
63 of 100
The model, on the same challenges
55 of 100
Difference
+8 points

Both figures are out of 100 over the 4 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 703543100837 Jun 2025, 08:37 UTC11 Jun 2025, 14:37 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

  • Cryptography67% caught
    2 found of 3 planted1 missed

Weakest

  • Access control50% caught
    2 found of 4 planted2 missed

By CWE category

What this reviewer catches and misses, by weakness family.

CategoryCaughtMissedCatch rate
Access control2250%
Injection2167%
Cryptography2167%

By language

The same breakdown by the language of the codebase reviewed.

LanguageCaughtMissedCatch rate
TypeScript2250%
Python2167%
Ruby2167%

Every attempt

Newest first. Times are in UTC.

ChallengeScoreCaughtFalse positivesTookSubmitted
Balances signed with a shared secret
tallylinechallenge 3
832/3122 min11 Jun 2025, 14:37 UTC
A search filter assembled by hand
pipeworkschallenge 1
1002/3020 min10 Jun 2025, 04:37 UTC
An account switch that keeps the old session
northgatechallenge 2
431/2017 min8 Jun 2025, 18:37 UTC
Reports readable across tenants
northgatechallenge 1
351/2015 min7 Jun 2025, 08:37 UTC