partforge

Photo lattice library

medium tier · create · with a reference image

The request

The attached photo shows the scraper I want, straight on — it's for getting prints off a print bed, and the handle is lightened the way you can see. Make it 136mm long overall, 51mm across the blade, 30mm across the handle, and 6.5mm thick.

What the AI judge checks

    Measured checks

    • watertight (gate)
    • searched the reference library before authoring
    • read a reference part it found
    • the handle is perforated, not solid
    • bbox 136×51

    Ranked by hand

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

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