Synthetic 10-token prompts give misleading results for a real service dominated by long RAG contexts.
CAPACITY ENGINEERINGAI SRE
AI Load Testing
AI load tests reproduce realistic prompt sizes, outputs, concurrency and dependency behavior before production demand arrives.
The test mix includes short chats, long contexts, tool calls and peak concurrency instead of one uniform prompt.
Does the test distribution resemble production token and sequence distributions?
REMEMBERRealistic workload shape matters more than a giant headline RPS number.
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