partforge

Photo library search

medium tier · create · with a reference image

The request

The attached photo shows the side profile of the clip I want, straight on. Make it 60mm long and 18mm wide, with the beam 10mm thick and the raised end 22mm tall overall.

What the AI judge checks

    Measured checks

    • watertight (gate)
    • searched the reference library before authoring
    • read a reference part it found
    • the apply was scored against the photo
    • bbox 60×18×22

    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