AI & LLM Evals / Quiz
LLM Eval Metrics 101
Faithfulness, answer relevancy, context precision/recall, the RAGAS/DeepEval vocabulary every AI tester needs.
- Difficulty
- Easy
- Format
- Quiz
- Points
- 100
- Estimate
- 8 min
// MISSION BRIEF
Your Mission
You can't test an LLM app with pass/fail assertions, you evaluate it along quality dimensions. This quiz covers the core metrics from DeepEval and RAGAS that turn "the answer feels off" into a measurable regression.
// FIRST CONTACT
Battle teaser
In a RAG system, 'faithfulness' measures:
- AWhether the answer is grammatically correct
- BHow fast the model responded
- CWhether the answer's claims are supported by the retrieved context (no hallucination beyond sources)
- DWhether the user liked the answer
Answers, scoring, hints, and the full battle stay sealed.
// SKILL TAGS
ragasdeepevalfaithfulnessmetrics