Task gallery / Software engineering / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: needs-revision x3
Aggregate eligibility
Eligible version

The task

An instruction excerpt is not available in the public snapshot.

Excerpt only; not a complete executable task specification. Task ID review-3fdc31cfc07ae700 · 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)13/15 · 86.7% [62.1%, 96.3%]0 / 150
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
GPT-5.5 · default (unverified)9/15 · 60.0% [35.7%, 80.2%]0 / 150
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Every recorded run

42 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__eUs8Bt2
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__LsbpZxf
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__LMw4L5X
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__75pNDYd
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__8e9YYwR
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 25,667
Turns: —
Cost: $1.3292
Not publicly available
tbench-task__sWnGFRX
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 8,407
Turns: —
Cost: $0.7923
Not publicly available
tbench-task__s6qm9Ue
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 26,611
Turns: —
Cost: $1.4237
Not publicly available
tbench-task__H38MREp
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 10,857
Turns: —
Cost: $0.9800
Not publicly available
tbench-task__EivojkL
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 13,532
Turns: —
Cost: $1.2005
Not publicly available
tbench-task__dfuy8f9
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,705
Turns: —
Cost: $1.0500
Not publicly available
tbench-task__Gp8UQYj
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 22,382
Turns: —
Cost: $1.1588
Not publicly available
tbench-task__CcwAvXw
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,007
Turns: —
Cost: $0.6613
Not publicly available
tbench-task__acqvG9t
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 14,764
Turns: —
Cost: $0.8036
Not publicly available
tbench-task__Yen732G
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 21,622
Turns: —
Cost: $1.2207
Not publicly available
tbench-task__qaKeSmV
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__BhBKNwY
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__EUXd4Y4
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__jYbs8Ku
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__85bgqAK
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 16,750
Turns: —
Cost: $0.7409
Not publicly available
tbench-task__bzVre6D
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 21,164
Turns: —
Cost: $1.0603
Not publicly available
tbench-task__WjdsL3u
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 17,775
Turns: —
Cost: $0.8569
Not publicly available
tbench-task__NpTMsk7
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 23,184
Turns: —
Cost: $1.1379
Not publicly available
tbench-task__2wCYvdP
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 25,491
Turns: —
Cost: $1.2190
Not publicly available
tbench-task__QabiKuk
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 10,125
Turns: —
Cost: $0.9264
Not publicly available
tbench-task__YafKmkA
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 14,286
Turns: —
Cost: $1.1126
Not publicly available
tbench-task__bwzPNXa
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 7,915
Turns: —
Cost: $0.6826
Not publicly available
tbench-task__b2t9HTQ
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 10,511
Turns: —
Cost: $1.0037
Not publicly available
tbench-task__BBv338c
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 8,264
Turns: —
Cost: $0.8669
Not publicly available
tbench-task__m7hDMJs
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__FnAg5hm
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__Ek6NCj7
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__y67hXsg
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__uF8fTQi
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 16,748
Turns: —
Cost: $0.8109
Not publicly available
tbench-task__aZC9E3r
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 27,312
Turns: —
Cost: $1.3484
Not publicly available
tbench-task__dgdm4AU
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 24,545
Turns: —
Cost: $1.2973
Not publicly available
tbench-task__QsdvzMB
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 14,596
Turns: —
Cost: $0.7100
Not publicly available
tbench-task__g2omvyL
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 19,203
Turns: —
Cost: $0.9699
Not publicly available
tbench-task__WDV6gpF
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 11,729
Turns: —
Cost: $1.1321
Not publicly available
tbench-task__VFMJbN6
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 15,247
Turns: —
Cost: $1.1842
Not publicly available
tbench-task__cbqG6iQ
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 12,904
Turns: —
Cost: $1.1789
Not publicly available
tbench-task__8B7bwL6
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 16,780
Turns: —
Cost: $1.3412
Not publicly available
tbench-task__CbndEso
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,740
Turns: —
Cost: $0.8636
Not publicly available