Coaches and Scouts

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

  1846 EloClaude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) · 23 Sep 2026

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

  15.8%Claude Fable 5 · 1 Jul 2026

  Open

Typical tasks

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

• Plan, organize, and conduct practice sessions.
• Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.
• Adjust coaching techniques, based on the strengths and weaknesses of athletes.
• Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.
• Plan strategies and choose team members for individual games or sports seasons.
• Monitor the academic eligibility of student athletes.
• Counsel student athletes on academic, athletic, and personal issues.
• Analyze the strengths and weaknesses of opposing teams to develop game strategies.
• Coordinate travel arrangements and travel with team to away contests.
• Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics.
• Monitor athletes' use of equipment to ensure safe and proper use.
• Keep abreast of changing rules, techniques, technologies, and philosophies relevant to their sport.