Data processing · prudo/gst-itc-reconcile

Reconcile a month's input tax credit

Measured at 33% over 9 counted trials, which is inside the band gate 5 admits. The breakdown below says which model that figure came from.

33%
measured pass rate

3 of 9 counted trials met the reward threshold.

3
models measured

Each cell is one agent against one model, run for the same number of attempts.

0
errored trials

Trials that produced no reward. Counted separately and never in the rate above.

9
trials dispatched

Every attempt this round started, including the ones that errored before a reward.

What each model did

One row per agent-and-model cell of the round that produced the figure above. The bar is passes over counted trials.

The table scrolls sideways.

AgentModelPassedRateErrored
Terminus 2GPT-6 Astraopenai3 of 3
100%
none
Terminus 2Claude Fable 5.1anthropic0 of 3
0%
none
Terminus 2Gemini 4 Argongoogle0 of 3
0%
none

A cell with no passes is not a broken task: it is the point of one. Gate 5 admits a task only when the full matrix lands between 10 and 60 percent, so a set that every model cleared would have been rejected for being too easy before it reached this page.

The task

A finance team closes a credit run by comparing what suppliers filed against what the company itself recorded, giving each invoice a status and an amount. The rules are the company's own and they are written down across several files, not all of which are current.

Category
Data processing
Declared tier
medium. The tier is the author's declaration and it decides which band passes: a hard-tier task may legitimately sit under 10 percent, where a standard one may not.
Languages
python, bash
Harbor package
prudo/gst-itc-reconcile. The name a licensed copy carries, so a run of it is traceable back to this row.
What a licence includes
The graded task, its environment and verifier images pinned by digest, and the trial record behind the figures on this page.
What stays with us
The instruction, the test suite and the reference solution. Publishing those would retire the task, because a measurement you can read the answer to is not a measurement.