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Different needs. Different providers.

Start with the kind of work you need done. Many providers span more than one category.

Training data↗

Datasets for pretraining, fine-tuning, and domain adaptation.

Expert demonstrations, judgments, and feedback.

Interactive tasks with feedback for learning agents.

Benchmarks, model assessments, and safety testing.

Structured labels and human review for raw data.

Generated worlds and scenarios for digital or physical agents.

Tools for collecting, managing, running, or evaluating data.