Producers and Directors

Benchmarks for the job family

These cover work in design, media, and writing, not always this occupation's tasks.

Also relevant

These benchmarks cover part of this family's work, or have no result yet. They do not set its step.

• OSWorld 2.0by HKU and Snorkel AIProject level · Binary completion rate (full set, 500 steps)

  44.3%Claude Opus 5 (max, batch tool) · 17 Sep 2026

  Emerging
• OSWorld-Verifiedby HKU, Salesforce AI Research, Carnegie Mellon University and University of WaterlooTask level · Success rate

  90.2%Intelligence-Indeed Agent · 25 Jul 2026

  Saturated

Context only

These benchmarks span many occupations, or they test how agents behave. They give context but do not set the step.

• GDPvalby OpenAIProject level · Wins plus ties against experts

  84.9%GPT-5.5 · Apr 2026

  Strong
• GDPval-AAby Artificial AnalysisProject level · GDPval-AA Elo

  1866 EloClaude Opus 5.5 (Max, Default Fallback) · 10 Oct 2026

  Unrated
• Remote Labor Indexby CAIS and Scale AIProject level · Automation rate

  21.3%Opus 5.5 · 7 Oct 2026

  Emerging

Typical tasks

From O*NET 31.0. Core tasks first. Few of these tasks have a benchmark today.

• Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.
• Communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.
• Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.
• Research production topics using the internet, video archives, and other informational sources.
• Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.
• Study and research scripts to determine how they should be directed.
• Supervise and coordinate the work of camera, lighting, design, and sound crew members.
• Confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.
• Perform management activities, such as budgeting, scheduling, planning, and marketing.
• Consult with writers, producers, or actors about script changes or "workshop" scripts, through rehearsal with writers and actors to create final drafts.
• Identify and approve equipment and elements required for productions, such as scenery, lights, props, costumes, choreography, and music.
• Establish pace of programs and sequences of scenes according to time requirements and cast and set accessibility.