Task gallery / Software engineering / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: needs-revision x2, accept x1
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-3e0c4ece7f2bc1de · 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)11/15 · 73.3% [48.0%, 89.1%]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__B8UVU7X
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__gaq4cnE
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__DdtLqmj
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__M7brbok
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__FYNySxW
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,577
Turns: —
Cost: $0.6537
Not publicly available
tbench-task__s6XjR8w
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 10,365
Turns: —
Cost: $0.6825
Not publicly available
tbench-task__EJVGVdJ
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 9,279
Turns: —
Cost: $0.6356
Not publicly available
tbench-task__vrtJSdD
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 10,213
Turns: —
Cost: $0.6839
Not publicly available
tbench-task__MvAoRMt
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 10,976
Turns: —
Cost: $0.7410
Not publicly available
tbench-task__BoRv2eL
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 5,678
Turns: —
Cost: $0.9114
Not publicly available
tbench-task__Pvy24Xg
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 11,311
Turns: —
Cost: $1.4327
Not publicly available
tbench-task__9F8D7wM
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 12,015
Turns: —
Cost: $1.6173
Not publicly available
tbench-task__PQBjVXW
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 10,570
Turns: —
Cost: $1.3250
Not publicly available
tbench-task__XrUn7bY
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 10,144
Turns: —
Cost: $1.3892
Not publicly available
tbench-task__va2UHKA
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__SWLUNAk
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__WJM5Vdo
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__7u4ZUzS
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__ziq2Caw
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,092
Turns: —
Cost: $0.6151
Not publicly available
tbench-task__a2X3NDP
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 7,014
Turns: —
Cost: $0.4826
Not publicly available
tbench-task__H975JjB
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 13,990
Turns: —
Cost: $0.8144
Not publicly available
tbench-task__qiTyL8C
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 19,233
Turns: —
Cost: $0.9969
Not publicly available
tbench-task__EP6NYv5
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 10,370
Turns: —
Cost: $0.6651
Not publicly available
tbench-task__AwNgdod
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 6,416
Turns: —
Cost: $1.0877
Not publicly available
tbench-task__3JVEdwp
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 7,807
Turns: —
Cost: $1.1558
Not publicly available
tbench-task__4XTntBe
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 4,761
Turns: —
Cost: $0.5858
Not publicly available
tbench-task__4yLmo5K
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 6,241
Turns: —
Cost: $0.7727
Not publicly available
tbench-task__CkYFW9s
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 8,972
Turns: —
Cost: $1.2034
Not publicly available
tbench-task__dRuXcW7
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__7bczgPc
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__XkGCjsc
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__8Mebw76
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__bEQJKQ8
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 10,828
Turns: —
Cost: $0.6713
Not publicly available
tbench-task__cDpRv9M
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,752
Turns: —
Cost: $0.6064
Not publicly available
tbench-task__EhsKAMy
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,824
Turns: —
Cost: $0.6254
Not publicly available
tbench-task__sMRSPbC
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 8,408
Turns: —
Cost: $0.5396
Not publicly available
tbench-task__hVmzgEK
Claude Opus 4.8 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 7,820
Turns: —
Cost: $0.5275
Not publicly available
tbench-task__Lck9SgQ
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 8,419
Turns: —
Cost: $1.1680
Not publicly available
tbench-task__HZP8H9x
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 5,001
Turns: —
Cost: $0.7599
Not publicly available
tbench-task__8Ms4xq8
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 5,056
Turns: —
Cost: $0.8180
Not publicly available
tbench-task__Uz6aqka
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 5,744
Turns: —
Cost: $0.8278
Not publicly available
tbench-task__hT86PEd
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 5,234
Turns: —
Cost: $0.8873
Not publicly available