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

The task

Reimplement zopfli from scratch You are given a working binary at /app/oraclebinary/zopfli that implements [zopfli]([source link]) at commit ccf9f0588d. Your task is to reimplement that binary from scratch. Deliverable Place your implementation under /app/submission/. Provide an executable shell script /app/submission/compile.sh that, when invoked with the working directory set to /app/submission …

Excerpt only; not a complete executable task specification. Task ID task_28d7c8031fdb4324 · 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)4/6 · 66.7% [30.0%, 90.3%]4 / 60
GOOD_FAILURE: 1
BAD_FAILURE: 1
GOOD_SUCCESS: 2
BAD_SUCCESS: 0

Legacy evidence

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

Difficulty, with uncertainty

Selected-best difficulty: 33.3% [9.7%, 70.0%]. This is one minus the best measured current-row pass rate among rows with at least five valid runs.

The maximum is selected from the observed rows, so the estimate is optimistic. Its Wilson interval is not adjusted for model selection. “Hard” requires qualifying GOOD_FAILURE evidence; the threshold flag additionally requires the interval and recorded quality gates to meet the documented rule. This is not independent validation. Threshold flag: no.

Every recorded run

11 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_4926e987112645f1
oracle@@
Oct 8, 2026
console
1 · excludedsource_evidence_exclusionNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_48568f86e6c64a6e
nop@@
Oct 8, 2026
console
0 · excludedsource_evidence_exclusionNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_939f78f4cae74695
Claude Opus 5 · default (unverified)
Oct 8, 2026
console
1 · validNo diagnostic label
derived
Tokens: 226,383
Turns: 64
Cost: $12.2298
Not publicly available
trial_e1ea8c4861e84063
Claude Opus 5 · default (unverified)
Oct 8, 2026
console
1 · validNo diagnostic label
derived
Tokens: 159,475
Turns: 49
Cost: $8.8315
Not publicly available
trial_3a74672b5323432a
nop@@
Oct 10, 2026
console
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_697ca036d90d4300
oracle@@
Oct 10, 2026
console
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_1bd396f53f844269
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_219709b9686048e3
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 149,448
Turns: 36
Cost: $7.3964
Not publicly available
trial_47d1ac56922741d5
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 206,945
Turns: 54
Cost: $9.9996
Not publicly available
trial_5e36c236b0a34577
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
0 · validBAD_FAILURE
frozen-classifier
Tokens: 192,231
Turns: 44
Cost: $9.1342
Not publicly available
trial_6fdeb37ab64a4304
Claude Opus 5 · default (unverified)
Oct 10, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 162,288
Turns: 49
Cost: $8.8623
Not publicly available