partforge

Cluttered reference

medium tier · create · with a reference image

The request

In the attached photo my bracket is the L-shaped piece on the left; the round disc beside it is a spacer that was lying next to it — ignore that. Build the bracket: 34mm along the base, 30mm tall at the upright, 6mm thick, 20mm wide. No holes.

What the AI judge checks

  • An L-shaped bracket: a flat base with an upright wall rising at one end, not a plain flat block
  • Square corners throughout — no rounded or filleted corners
  • The round disc lying beside the bracket in the photo was not modelled, either as well or instead
  • No holes anywhere in the part
  • No ribs, gussets or other features the photo does not show

Measured checks

  • watertight (gate)
  • seeds the refused reference with segment_reference
  • the seeded mask is accepted and stored
  • applies after seeding are match-scored
  • silhouette matches the seeded reference
  • bbox 34×20×30

Ranked by hand

One reviewer put one attempt from each model in order, best first, ties left tied.

  1. #1 tie
    Gemini 3.8 Flash
    Gemini 3.8 Flash's ranked attempt
  2. #1 tie
    GPT-5.6 Sol
    GPT-5.6 Sol's ranked attempt
  3. #1 tie
    GPT-6 Astra
    GPT-6 Astra's ranked attempt
  4. #1 tie
    Opus 5
    Opus 5's ranked attempt
  5. #1 tie
    Fable 5.1
    Fable 5.1's ranked attempt

Ordering by hand decides Human rank and Human rate on the leaderboard; it never affects Overall or Strict.

Every model's attempts

Run baseline-2026-092026-09-10commit 41aec7daspend $339.70 + $48.02 AI judging, 7 unpricedOther runs: 2026-09-04T20-02-10-stage2-hard-cases, 2026-09-04T19-48-31-screen-14-fixed