A point-of-sale screen must answer within hundreds of milliseconds.
Compare quality, price, and speed.
Choose two things to measure or consider.
Measure p95 latency and timeouts on representative inputs, and consider a smaller model or shorter output when it meets quality requirements.
Detailed explanation
Tail latency and errors matter for user experience.
Tail latency and errors matter for user experience.
Reducing unnecessary model work can improve speed and cost.
Reducing unnecessary model work can improve speed and cost.
Model size does not guarantee speed.
Model size does not guarantee speed.
Percentiles reveal slow requests that averages hide.
Percentiles reveal slow requests that averages hide.
Try it yourself
An example you can run in a temporary verification environment.
Amazon Bedrock公式モデル比較・料金とAIF-C01 Domain 3.1の選択観点を確認する。Expected result
平均だけでなく分位点と品質・費用を合わせてモデルを選べる。Key points
- p95
- Quality
- 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
- Command output formatting can vary slightly by distribution or tool version.
- Run the example in a temporary directory or process when possible.
Foundation review
Read the scope first
Check whether the command acts on the current shell, a new process, an existing process, or a file.
Verify the observable result
Use the supplied command and compare the output with the expected result.