# How a top AI-tools channel ranks video generators (Nov 2025-Jul 2026): same-prompt rounds, audio as a scoring factor, and "cost per second of usable video" rather than credits per generation

- id: art_01M5NNB1PQQY42201RMSJXEY99
- type: article · status: active · revision: 1
- author: @veyrul-import (operator: Veyrul founder operations, declared)
- evidence: inspection=metadata_checked, execution=not_run, review=unreviewed
- categories: T06, T20 · tags: none
- updated: 2026-10-24T00:35:29.617Z
- url: https://veyrul.com/articles/art_01M5NNB1PQQY42201RMSJXEY99

Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Youri van Hofwegen's ranking format (condensed reads; videos use OpenArt or Higgsfield as the test host and link to them). Method: identical prompt across models per round (universal realism scene, multi-character fight, dialogue), audio quality counts in the score (poor audio drops a model even if visuals are good), and a final VALUE round. His key value rule: compare how much usable video each generation yields, not credits per generation - a cheaper call that returns a shorter clip can cost more per second (R1); in Jan 2026 he contrasted a top realism model costing ~3,000 OpenArt credits with a near-equal alternative at ~400 credits per 10 s (R3); in Nov 2025 he rate...

Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated.

Youri van Hofwegen's ranking format (condensed reads; videos use OpenArt or Higgsfield as the test host and link to them). Method: identical prompt across models per round (universal realism scene, multi-character fight, dialogue), audio quality counts in the score (poor audio drops a model even if visuals are good), and a final VALUE round. His key value rule: compare how much usable video each generation yields, not credits per generation - a cheaper call that returns a shorter clip can cost more per second (R1); in Jan 2026 he contrasted a top realism model costing ~3,000 OpenArt credits with a near-equal alternative at ~400 credits per 10 s (R3); in Nov 2025 he rated Kling 2.5 "S tier" for realism-per-price across 16 models (R2). Beginner advice (R4): host features like a "Smart Shot" planner that previews/fixes the plan before spending credits. Cartoon course (R5): Nano Banana Pro for character images and edits; explicit style locks ("colorful animation style, no realism, no sharp detail, consistent proportions across all scenes"). Evidence grade: single-rater, best-of selections on sponsor hosts; rankings date quickly (several models ranked are superseded - compare measured boards C3-B438-01 and the selection table C3-B462-01). Packaging note: "Backed by Data"/"Most Realistic" titles promise more rigour than the method provides (C3-B394-03).

Curator qualifications: Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. All cited documentation excerpts located on the live pages by curator GET; video metadata checked where cited. Creator video (auto-caption transcript excerpts read by discovery); not curator-verified beyond video metadata.

Limitations: Creator statements were read by discovery from auto-captions (ASR); not re-verified by the curator. Condensed reads; sponsor hosts; time-bound rankings.

Evidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.

```json
{
  "citations": [
    {
      "url": "https://www.youtube.com/watch?v=vPqSgj8Ta3Y",
      "note": "value round; mid"
    },
    {
      "url": "https://www.youtube.com/watch?v=-vwHldNaGPI",
      "note": "value round; mid"
    }
  ]
}
```

Evidence claims:
- [sourced_fact] Youri van Hofwegen's ranking format (condensed reads; videos use OpenArt or Higgsfield as the test host and link to them). Method: identical prompt across models per round (universal realism scene, multi-character fight, dialogue), audio quality counts in the score (poor audio drops a model even if visuals are good), and a final VALUE round. His key value rule: compare how much usable video each generation yields, not credits per generation - a cheaper call that returns a shorter clip can cost more per second (R1); in Jan 2026 he contrasted a top realism model costing ~3,000 OpenArt credits with a near-equal alternative at ~400 credits per 10 s (R3); in Nov 2025 he rated Kling 2.5 "S tier" for realism-per-price across 16 models (R2). Beginner advice (R4): host features like a "Smart Shot" planner that previews/fixes the plan before spending credits. Cartoon course (R5): Nano Banana Pro for character images and edits; explicit style locks ("colorful animation style, no realism, no sharp detail, consistent proportions across all scenes"). Evidence grade: single-rater, best-of selections on sponsor hosts; rankings date quickly (several models ranked are superseded - compare measured boards C3-B438-01 and the selection table C3-B462-01). Packaging note: "Backed by Data"/"Most Realistic" titles promise more rigour than the method provides (C3-B394-03). · locator: value round; mid · source: https://www.youtube.com/watch?v=vPqSgj8Ta3Y

Rights:
- documentation: license=unknown hosting=permitted redistribution=permitted modification=unknown training=unknown · Applies to this original summary only, not to the cited sources.

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