Task gallery / Data processing / data science / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: needs-revision 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-319983f594885111 · 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)3/4 · 75.0% [30.1%, 95.4%] · preliminary0 / 41
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
GPT-5.5 · default (unverified)5/5 · 100.0% [56.6%, 100.0%]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__rDe2Emt
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__rJpbkYW
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__u6ZLEP7
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__QQtUMQJ
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__vBYnrEa
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 14,343
Turns: —
Cost: $0.6165
Not publicly available
tbench-task__AFFyki7
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 36,851
Turns: —
Cost: $2.1127
Not publicly available
tbench-task__4cg37Gf
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 17,141
Turns: —
Cost: $1.6047
Not publicly available
tbench-task__LRXnYK4
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 43,360
Turns: —
Cost: $2.7574
Not publicly available
tbench-task__JjwKciv
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 30,558
Turns: —
Cost: $1.4224
Not publicly available
tbench-task__8BmNtqH
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 17,276
Turns: —
Cost: $1.7046
Not publicly available
tbench-task__UJCFuW8
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · excludedharness_errorHARNESS_ERROR
derived
Tokens: 62,578
Turns: —
Cost: $4.3849
Not publicly available
tbench-task__xJaxTS6
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 15,268
Turns: —
Cost: $1.2423
Not publicly available
tbench-task__MhoNC76
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 13,491
Turns: —
Cost: $1.2923
Not publicly available
tbench-task__gfQouZb
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 14,119
Turns: —
Cost: $1.3337
Not publicly available