Response quality

Rate factuality, clarity, relevance and completeness against defined rubrics.

Preference review

Compare model outputs using consistent criteria and documented adjudication.

Instruction following

Evaluate whether responses satisfy the requested task, format and constraints.

Multilingual evaluation

Review language quality and cultural relevance in project-selected languages.

Human feedback data

Collect structured judgments and reviewer rationales where appropriate to the task.

Quality controls

Guideline calibration, reviewer sampling, disagreement resolution and ongoing QA.

Define an evaluation that fits your model

Tell us the model type, languages, evaluation criteria, output schema and quality thresholds you need.

Request an evaluation proposal