DigitalOcean Evaluations How-Tos

Generated on 13 Oct 2026

DigitalOcean Evaluations measure model, Inference Router, and agent performance using dataset evaluations and simulations.

Manage Dataset Evaluations

How to Create a Dataset Evaluation

Create and run a dataset evaluation to measure the performance of a model, Inference Router, or supported agent against a fixed evaluation dataset.

How to Create, Upload, and Manage an Evaluation Dataset

Create, format, upload, preview, download, and delete single-turn and multi-turn evaluation datasets.

How to Compare DigitalOcean Evaluations

Compare evaluation results, configurations, metrics, token usage, latency, and per-entry outputs.

Manage Simulations

How to Create a Simulation

Create and run a simulation to test agent behavior across generated, multi-turn conversations.

How to Generate and Manage a Scenario Set

Generate, upload, import, preview, edit, download, duplicate, rename, and delete scenario sets for simulations using the Control Panel or the API.

Manage Evaluations

How to Manage DigitalOcean Evaluations

Download results, rename, and delete dataset evaluations and simulations.

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