Task gallery / Data processing / data science / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: accept x1
Aggregate eligibility
Excluded / other version
Quality exclusion
  • Known task defect recorded

These per-version observations remain visible, but this version does not contribute to aggregate pass rates.

The task

An instruction excerpt is not available in the public snapshot.

Excerpt only; not a complete executable task specification. Task ID review-4b27f5f12b676ea8 · 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

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Claude Opus 4.8 · default (unverified)3/5 · 60.0% [23.1%, 88.2%]0 / 50
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
GPT-5.5 · default (unverified)3/5 · 60.0% [23.1%, 88.2%]0 / 50
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Every recorded run

14 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
tbench-task__aTLCbxG
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__Mf2XdND
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__V73683U
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__LydzL96
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__p2BaHzp
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 23,269
Turns: —
Cost: $1.3846
Not publicly available
tbench-task__FUXRAGc
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 28,443
Turns: —
Cost: $1.6843
Not publicly available
tbench-task__2CxceTR
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 18,789
Turns: —
Cost: $2.4745
Not publicly available
tbench-task__d8D8U53
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 21,168
Turns: —
Cost: $3.0032
Not publicly available
tbench-task__sjujaij
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 20,417
Turns: —
Cost: $2.4958
Not publicly available
tbench-task__RTmwyUo
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 16,939
Turns: —
Cost: $2.2484
Not publicly available
tbench-task__nn7arh4
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 32,541
Turns: —
Cost: $2.1277
Not publicly available
tbench-task__sJ7qYNL
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 29,444
Turns: —
Cost: $1.9316
Not publicly available
tbench-task__6Ruhfyq
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 34,690
Turns: —
Cost: $2.1821
Not publicly available
tbench-task__UTd45Z7
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 13,559
Turns: —
Cost: $1.5076
Not publicly available