Task gallery / Data processing / data science / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: needs-revision x2
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-a77f124e37f3ac9b · 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)0/10 / 14
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__8LKxbnk
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__J9Ga5aY
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__wxCVN8m
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__DkLCwV9
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__a3L97AB
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · excludedharness_errorHARNESS_ERROR
derived
Tokens: 40,175
Turns: —
Cost: $2.4650
Not publicly available
tbench-task__MapWqsv
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · excludedharness_errorHARNESS_ERROR
derived
Tokens: 28,000
Turns: —
Cost: $1.6519
Not publicly available
tbench-task__8mi8yoM
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 26,287
Turns: —
Cost: $3.2949
Not publicly available
tbench-task__8kKd5dP
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 19,345
Turns: —
Cost: $1.7419
Not publicly available
tbench-task__ihhsjHY
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 40,596
Turns: —
Cost: $4.2989
Not publicly available
tbench-task__W5qjurS
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · excludedharness_errorHARNESS_ERROR
derived
Tokens: 33,947
Turns: —
Cost: $2.4098
Not publicly available
tbench-task__SrGx8hQ
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 35,117
Turns: —
Cost: $4.3096
Not publicly available
tbench-task__vamtg52
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · excludedharness_errorHARNESS_ERROR
derived
Tokens: 42,363
Turns: —
Cost: $2.2718
Not publicly available
tbench-task__2LDuQJE
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 25,379
Turns: —
Cost: $2.7052
Not publicly available
tbench-task__pmmYuzU
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 18,583
Turns: —
Cost: $1.1465
Not publicly available