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OpenArt Director Ranks #1 in Anime on Physion Labs' ARC 1.0 AI Video Agent Benchmark

O
Sameer Sohail
Sep 11, 2026 · 7 minutes read
OpenArt Director Ranks #1 in Anime on Physion Labs' ARC 1.0 AI Video Agent Benchmark

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Director domine les huit métriques de préférence humaine, offrant la meilleure qualité globale à un coût environ 15 % inférieur au deuxième et 58 % inférieur au troisième agent du classement.

Créer une histoire animée demande des personnages expressifs, des mouvements réfléchis et un univers visuel qui reste cohérent d'une scène à l'autre. Chaque plan doit faire avancer le récit tout en préservant le style et l'émotion qui lui donnent vie.

Physion's evaluation tests how well AI video agents bring these elements together in a complete production. Director's results mark a milestone in OpenArt's ambition to lead the agentic shift for creative work.

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D'un scénario complet à une histoire finalisée

Dans Physion ARC 1.0, each agent receives a complete screenplay and plans, generates, and assembles the video in a single end-to-end run. The evaluation examines whether the result holds together as a coherent story.

The Anime evaluation covered 100 prompts et 800 vidéos, assessed by human evaluators across 19 métriques. It combined checks of correctness and consistency with head-to-head comparisons of creative quality.

Classement Director :

  • #1 overall, en tête sur 11 des 19 critères.
  • N°1 sur les huit métriques de préférence humaine, including emotional intent, composition, pacing, and motion quality.
  • #1 in Animetic Language and Production Quality, two of the benchmark's three quality categories.

These results reflect strengths in the details audiences experience: how characters move, how scenes are composed, how sound supports the action, and how the story's emotion comes through.

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Leading quality at a competitive cost

Le classement qualité de Director s'accompagne d'un avantage côté coûts. Dans le comparatif Anime de Physion, OpenArt a obtenu la meilleure qualité globale à un coût environ 15 % inférieur au deuxième, Anime Agent 1.0, et 58 % inférieur au troisième, InVideo Agent One.

No other agent in the comparison achieved equal or higher quality at a lower cost.

For anime creators, production budgets influence how much room there is to explore ideas, iterate, and develop a story. These results demonstrate a compelling combination of quality and cost within the evaluated tasks.

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Building creative intelligence into production

A screenplay leaves many decisions to the director. How should a character express an emotion? Where should the camera move? How should one scene lead into the next?

C'est l'intelligence créative que nous construisons avec Director : comprendre l'intention d'un créateur et coordonner les choix nécessaires pour l'exprimer sur une production complète.

Director brings that process into a conversational workflow, with a professional timeline for refining the result and support for videos up to five minutes. Creators can develop an anime concept, shape its characters and narrative, and guide the production through to the final edit.

"Our mission is to make creativity accessible. Bringing an idea to life shouldn't depend on having a full production team or a large budget," said Coco Mao, CEO of OpenArt. "We're building Director to help more people tell the stories they imagine, with control over how those stories take shape."

Explore the Physion Labs results

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