Task gallery / Software engineering / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
Not recorded
Aggregate eligibility
Eligible version

The task

Reproduce the GNU GMP integer layer (mpz) from C in Rust Reimplement the integer (mpz) layer of the GNU Multiple Precision arithmetic library ([gmplib.org]([source link]), release gmp-6.3.0) from scratch in Rust under /app, producing a binary whose output is byte-for-byte identical to a reference driver linked against the real libgmp on a held-out battery. Frozen CLI (the grader calls this directly — do not cha…

Excerpt only; not a complete executable task specification. Task ID task_d6a60c4029734f27 · version 1. Selection status: not fully recorded.

Results by model and effort

This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.

Current evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Claude Opus 5 · default (unverified)0/4 · 0.0% [0.0%, 49.0%] · preliminary4 / 41
GOOD_FAILURE: 3
BAD_FAILURE: 1
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Every recorded run

10 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.

Run / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
trial_ad35fc42d2114279
oracle@@
Oct 10, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_adc3b12541df4dbf
nop@@
Oct 10, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_1471a56466514f42
oracle@@
Oct 11, 2026
console
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_f62c9c68c6984bed
nop@@
Oct 11, 2026
console
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_2a14d0bc39b243c7
Claude Opus 5 · default (unverified)
Oct 11, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 299,277
Turns: 146
Cost: $30.1586
Not publicly available
trial_3b47c5e890f945e4
Claude Opus 5 · default (unverified)
Oct 11, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 218,746
Turns: 137
Cost: $21.4007
Not publicly available
trial_4981ef8021a746bd
Claude Opus 5 · default (unverified)
Oct 11, 2026
console
0 · excludedharness_errorHARNESS_ERROR
frozen-classifier
Tokens: 62,499
Turns: 18
Cost: $3.1446
Not publicly available
trial_812c614bd8774c5a
Claude Opus 5 · default (unverified)
Oct 11, 2026
console
0 · validBAD_FAILURE
frozen-classifier
Tokens: 245,452
Turns: 111
Cost: $20.3156
Not publicly available
trial_918cbd5f38c042ab
Claude Opus 5 · default (unverified)
Oct 11, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 235,008
Turns: 162
Cost: $25.5209
Not publicly available
trial_e4f51b6425ad4d88
Claude Opus 5 · default (unverified)
Oct 11, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available