Task gallery / Mechanical engineering / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
Not recorded
Aggregate eligibility
Eligible version

The task

Assembly purchasing export Purchasing needs a schedule from a nested DXF assembly. Resolve the effective layer and attributes of each leaf, compose its placements and report quantities and locations by the part identity. The supported drawing profile is in /app/repo/CONTRACT.md. It excludes clipping because a clipped reference cannot be represented by the full-part schedule. Keep recursive blocks and attributes in t…

Excerpt only; not a complete executable task specification. Task ID task_f48ea8010149425d · 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
Claude Opus 5 · xhigh4/4 · 100.0% [51.0%, 100.0%] · preliminary4 / 41
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 4
BAD_SUCCESS: 0
Tencent HY4 (preview) · think0/4 · 0.0% [0.0%, 49.0%] · preliminary3 / 45
GOOD_FAILURE: 3
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Every recorded run

23 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
trial_1c99630f26fb412c
Claude Opus 5 · xhigh
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 136,513
Turns: 52
Cost: $7.3896
Not publicly available
trial_31fd1447c6b14032
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 106,741
Turns: 80
Cost: $7.7940
Not publicly available
trial_6be28e65983b4834
Claude Opus 5 · xhigh
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 131,688
Turns: 70
Cost: $8.4868
Not publicly available
trial_807c97b775b34c66
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 119,525
Turns: 75
Cost: $7.4002
Not publicly available
trial_59d6106f2ff14542
Claude Opus 5 · xhigh
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 122,815
Turns: 68
Cost: $8.2135
Not publicly available
trial_3f1fd9285e0f4ba0
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · excludedharness_errorHARNESS_ERROR
independent-review
Tokens: 28,921
Turns: 5
Cost: $0.9517
Not publicly available
trial_9d60aa7c241c454c
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validGOOD_FAILURE
independent-review
Tokens: 102,237
Turns: 96
Cost: $8.9110
Not publicly available
trial_153e078dbdaf4c48
Claude Opus 5 · xhigh
Oct 21, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 116,735
Turns: 52
Cost: $6.9811
Not publicly available
trial_00b37b48d9424b2f
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validNo diagnostic label
derived
Tokens: 124,666
Turns: 98
Cost: $8.9349
Not publicly available
trial_06dc7ae6031f4e93
Claude Opus 5 · xhigh
Oct 21, 2026
console
No reward · excludedno_rewardHARNESS_ERROR
independent-review
Tokens: —
Turns: 0
Cost: —
Not publicly available
trial_369669ab888b4d26
Tencent HY4 (preview) · think
Oct 21, 2026
console
No reward · excludedno_rewardHARNESS_ERROR
independent-review
Tokens: —
Turns: 0
Cost: —
Not publicly available
trial_182505e4244040df
Tencent HY4 (preview) · think
Oct 21, 2026
console
No reward · excludedno_rewardHARNESS_ERROR
independent-review
Tokens: —
Turns: 0
Cost: —
Not publicly available
trial_6173da4aa3e448f6
Tencent HY4 (preview) · think
Oct 21, 2026
console
No reward · excludedno_rewardHARNESS_ERROR
independent-review
Tokens: —
Turns: 0
Cost: —
Not publicly available
trial_8007fa1d65514b92
Tencent HY4 (preview) · think
Oct 21, 2026
console
No reward · excludedno_rewardHARNESS_ERROR
independent-review
Tokens: —
Turns: 0
Cost: —
Not publicly available
dxf-nested-assembly-schedule-oracle-1-219b1d75
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-nested-assembly-schedule-nop-2279c36e
nop@@
Oct 21, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-nested-assembly-schedule-oracle-2-20abb6ef
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-v3-opus5-oracle-1
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-v3-opus5-nop-1
nop@@
Oct 21, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-v3-opus5-oracle-2
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-nested-assembly-schedule-oracle-1-7ab95483
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-nested-assembly-schedule-nop-80159195
nop@@
Oct 21, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
dxf-nested-assembly-schedule-oracle-2-329f68ba
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available