{
  "schema_version": 1,
  "title": "Exploratory internal workflow comparison: 4014 Labs and Blender on Modal",
  "status": "founder-reported internal measurements; not independently verified",
  "scope": "three founder-run internal workflow tests",
  "lower_is_better": true,
  "results": [
    {
      "test_type": "3d_render_workflow",
      "output": "1080p 20-second video",
      "frames": 600,
      "scene_polygons": 2100000,
      "scene_modeling": "CPU using Python",
      "timing_boundary": "complete turnaround including setup and delivery",
      "seconds": {
        "4014_labs": 67.215,
        "blender_on_modal": 279.474
      }
    },
    {
      "test_type": "minimal_output_latency_probe",
      "output": "black 512x512 PNG",
      "timing_boundary": "first contact to output",
      "seconds": {
        "4014_labs": 6.639,
        "blender_on_modal": 23.161
      }
    },
    {
      "test_type": "minimal_output_latency_probe",
      "output": "black 256x256 one-frame MP4",
      "frames": 1,
      "timing_boundary": "first contact to output",
      "seconds": {
        "4014_labs": 4.36,
        "blender_on_modal": 21.651
      }
    }
  ],
  "setup": {
    "applies_to": "3d_render_workflow",
    "4014_labs_gpu": "NVIDIA P4",
    "modal_gpu": "NVIDIA L4",
    "4014_labs_engine": "4014 Labs rendering engine",
    "modal_engine": "Blender"
  },
  "observations": {
    "estimated_modal_gpu_reserved_but_inactive_seconds": 120.47,
    "applies_to": "3d_render_workflow",
    "derivation_published": false
  },
  "limitations": [
    "The workflows used different rendering engines and different GPU hardware.",
    "This is a complete-workflow comparison, not a raw GPU benchmark.",
    "The run date and number of repetitions are not yet published.",
    "Raw logs, reproduction scripts, and comparison video are not yet published on this page."
  ]
}