Task gallery / Machine learning / Version 1
Task evidence / repo

incremental-feature-planner

legacy-onlyChosen benchmark version
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: needs-revision 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-ecfbd47c93392f7e · version 1. Selection status: not fully recorded.

repo ↗

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)0/5 · 0.0% [0.0%, 43.4%]0 / 50
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
GPT-5.5 · default (unverified)1/5 · 20.0% [3.6%, 62.4%]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__6nV56rj
nop@@		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: —
Turns: —
Cost: —		Not publicly available
tbench-task__MtqsWCS
oracle@@		Not recorded
repo		1 · validNo diagnostic label
derived		Tokens: —
Turns: —
Cost: —		Not publicly available
tbench-task__aoeJoJH
oracle@@		Not recorded
repo		1 · validNo diagnostic label
derived		Tokens: —
Turns: —
Cost: —		Not publicly available
tbench-task__7E8XdP6
oracle@@		Not recorded
repo		1 · validNo diagnostic label
derived		Tokens: —
Turns: —
Cost: —		Not publicly available
tbench-task__UkMUkm2
Claude Opus 4.8 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 61,876
Turns: —
Cost: $7.5865		Not publicly available
tbench-task__bB59KFq
Claude Opus 4.8 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 50,063
Turns: —
Cost: $5.8132		Not publicly available
tbench-task__nyUnNpp
Claude Opus 4.8 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 41,421
Turns: —
Cost: $5.3487		Not publicly available
tbench-task__TCxxkSp
Claude Opus 4.8 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 51,801
Turns: —
Cost: $6.9272		Not publicly available
tbench-task__FoP3QSy
Claude Opus 4.8 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 46,150
Turns: —
Cost: $6.1514		Not publicly available
tbench-task__LXpvNBb
GPT-5.5 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 34,636
Turns: —
Cost: $4.4158		Not publicly available
tbench-task__rQEyFCT
GPT-5.5 · default (unverified)		Not recorded
repo		1 · validNo diagnostic label
derived		Tokens: 22,205
Turns: —
Cost: $3.1480		Not publicly available
tbench-task__8toxUG6
GPT-5.5 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 30,894
Turns: —
Cost: $4.4414		Not publicly available
tbench-task__kUKKYFn
GPT-5.5 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 20,093
Turns: —
Cost: $3.2772		Not publicly available
tbench-task__uGY2E6H
GPT-5.5 · default (unverified)		Not recorded
repo		0 · validNo diagnostic label
derived		Tokens: 23,568
Turns: —
Cost: $3.7556		Not publicly available