Home / AWS Certified AI Practitioner (AIF-C01) / 2 Practice / AWS-AIF-521
Model size and price seem sufficient.
Compare actual requirements.
Choose two practices.
Hint 1: Focus on the requirement Compare candidate models against modality, language, context, safety, service level, data use, quality, latency, and operational cost.
Hint 2: Key terms Review a model selection matrix.
Selection matrixA table that compares alternatives against weighted requirements and constraints.
Total cost of ownershipThe combined expense of use, storage, operations, support, and change.
Model modalityThe kind of input or output data a model can process, such as text or image.
Weighted criterionA requirement whose relative importance influences a comparison score. × Incorrect Define modality, language, quality, context, safety, SLA, and data-use requirements, then measure quality, refusals, p95, cost, and operations on representative data.
Detailed explanation A Incorrect Always choose the lowest unit price
Quality and retries matter.
B Correct Measure quality, refusals, p95, cost, and operational load on representative data
Real fit is observed.
C Correct Define modality, language, quality, context, safety, SLA, and data-use requirements
Candidates are comparable.
D Incorrect The largest model meets every requirement
Size does not prove fit.
Check official documentation Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 2.1・3.4の基盤モデル選定、評価、コストを確認する。
Official references Official documentation 1 Official documentation 2 What to confirm 要件と実測を選定表へ落とし、総コストと安全性を含めて判断できる。
Key points Selection Requirement Total cost Notes Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認 Compare the definition with the AIF-C01 objective and the service documentation before applying it. Keep the concept separate from a particular answer choice or implementation step. Foundation review Selection matrix A table that compares alternatives against weighted requirements and constraints.
Total cost of ownership The combined expense of use, storage, operations, support, and change.
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