Task gallery / Software engineering / Version 2
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
Not recorded
Aggregate eligibility
Eligible version

The task

Some operations in this etcd build return the wrong results Teams using this build of etcd, a distributed key-value store, have started filing reports: a read comes back with a value a later write already replaced, a write the cluster acknowledged is missing from the next read, or a key is returned at the wrong revision. There is no crash and no error message. It compiles cleanly and its own test suite is green, whi…

Excerpt only; not a complete executable task specification. Task ID task_17499976e3a34d09 · version 2. 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 · high0/5 · 0.0% [0.0%, 43.4%]5 / 50
GOOD_FAILURE: 5
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
Tencent HY4 (preview) · think0/8 · 0.0% [0.0%, 32.4%]8 / 80
GOOD_FAILURE: 8
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Legacy evidence

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

Difficulty, with uncertainty

Selected-best difficulty: 100.0% [67.6%, 100.0%]. 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: yes.

Every recorded run

15 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_288fa7da6ced4fe5
nop@@
Oct 21, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_5983546767d94ca8
oracle@@
Oct 21, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_613702765aec47f5
Claude Opus 5 · high
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 156,448
Turns: 166
Cost: $22.9274
Not publicly available
trial_6bc9e5767e6b4b7a
Claude Opus 5 · high
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 136,137
Turns: 142
Cost: $19.3062
Not publicly available
trial_82d2a88828fc474b
Claude Opus 5 · high
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 126,749
Turns: 105
Cost: $12.7299
Not publicly available
trial_92755f744d5140c4
Claude Opus 5 · high
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 118,709
Turns: 126
Cost: $15.9257
Not publicly available
trial_e0528886865545d8
Claude Opus 5 · high
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 103,152
Turns: 155
Cost: $18.9699
Not publicly available
trial_f754cb6392d24f3a
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 815,339
Turns: 274
Cost: $70.8593
Not publicly available
trial_061ef65be67b4885
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 361,767
Turns: 198
Cost: $28.0180
Not publicly available
trial_206c312143194acf
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 906,422
Turns: 483
Cost: $90.2323
Not publicly available
trial_4477639a83b24db0
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 649,316
Turns: 241
Cost: $65.2437
Not publicly available
trial_928f9db5b4d0423b
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 299,718
Turns: 157
Cost: $20.1660
Not publicly available
trial_ae6334caab964adb
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 1,407,241
Turns: 319
Cost: $124.7925
Not publicly available
trial_da211cd7108848c0
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 789,961
Turns: 168
Cost: $53.3631
Not publicly available
trial_eded3f2c7a9c4f63
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 1,502,216
Turns: 268
Cost: $90.8961
Not publicly available