{
  "publisher": "EIGENVECTOR LTD",
  "published": "2026-09-08",
  "scope": "Selected internal engineering and acceptance samples. Not a service level, universal benchmark, or guaranteed price. Production deployment is agreed per customer.",
  "measurements": [
    {"model":"Ideogram 4.0","date":"2026-09-08","stage":"production acceptance","configuration":"official NF4 Turbo12, 12 steps, 1024x1024","samples":1,"generation_seconds":13.680,"delivery_seconds":19.538},
    {"model":"MiniMax H3","date":"2026-09-07","stage":"isolated engineering validation","configuration":"INT8 DiT, Larry Turbo 8NFE, single 96GB GPU, 1344x768, 124 frames, 24 fps, stereo audio","samples":2,"generation_seconds":[93.255,93.188],"delivery_seconds":[98.920,100.042],"video_duration_seconds":5.166667,"quality_note":"Not a blinded quality comparison; no claim of equivalence to the full hosted workflow."},
    {"model":"SDXL","stage":"controlled delivery comparison","samples":6,"same_settings_and_output_hashes":true,"median_delivery_seconds_before":8.37,"median_delivery_seconds_after":3.62,"relative_reduction":0.5675}
  ],
  "h3_cost_scenario": {"provider_reference_output_price_usd_per_second_768p":0.08,"provider_reference_url":"https://platform.minimax.io/subscribe/token-plan?tab=api-enterprise","price_access_date":"2026-09-08","local_hourly_rate":"user-supplied assumption, not verified pricing","excluded":"operations, licensing, storage, transfer, cold starts, failed jobs, margin, hosted enhancements","note":"No measured 1/30 total-cost saving is asserted."}
}