Task gallery / Software engineering / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
taxonomy: Evaluating; QA: Local QA passed (QA-A v3; 4 redirect probes 0)
Aggregate eligibility
Eligible version

The task

Linearizable reads in this etcd build can return stale data when leadership changes Teams running this build of etcd, a distributed key-value store, have started filing reports. During leader elections, a linearizable read (the default for Range and Get) occasionally returns data that is already out of date: a value that a later write has replaced, or a view that is missing a write the cluster already acknowledged. …

Excerpt only; not a complete executable task specification. Task ID task_69bbae703b224f62 · 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)0/7 · 0.0% [0.0%, 35.4%]7 / 73
GOOD_FAILURE: 7
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% [64.6%, 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

19 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_42121511b59142af
oracle@@
Oct 13, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_9969c434310347a8
nop@@
Oct 13, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_10bcd76dc17642cb
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
0 · excludedharness_errorHARNESS_ERROR
independent-review
Tokens: 0
Turns: 1
Cost: $0.0000
Not publicly available
trial_7ca28fb95f5c4f12
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
0 · excludedharness_errorHARNESS_ERROR
independent-review
Tokens: 0
Turns: 1
Cost: $0.0000
Not publicly available
trial_e4eab30830b04050
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
0 · excludedharness_errorHARNESS_ERROR
independent-review
Tokens: 0
Turns: 1
Cost: $0.0000
Not publicly available
trial_d8b2260333d14650
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_5254d2ea81eb4bad
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_a3c613dfcce04300
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_87b7fb86fd324377
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_123fd9f4f1e4411d
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_fe3f9a24d8204249
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_4a503352a59c4a88
Claude Opus 5 · default (unverified)
Oct 13, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_6ac9bae96dbc4604
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 223,940
Turns: 184
Cost: $29.0062
Not publicly available
trial_7b8039a6d2c347b1
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 386,558
Turns: 268
Cost: $59.6007
Not publicly available
trial_9e7d1b0293f245ab
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 218,832
Turns: 210
Cost: $33.0963
Not publicly available
trial_c32a862d36ea4f5b
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 145,217
Turns: 148
Cost: $18.9154
Not publicly available
trial_caee02a91f43453e
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 331,612
Turns: 213
Cost: $41.4956
Not publicly available
trial_dd68689d506c46e7
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 124,002
Turns: 126
Cost: $14.2065
Not publicly available
trial_f1cdb09af87d4f76
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 146,014
Turns: 130
Cost: $16.7453
Not publicly available