Activity v1
LLM Cost Latency and Reliability Simulator
Model request economics latency percentiles and fallback effects under disclosed assumptions.
Operating envelope
Illustrative prices: $2.50/M input, $0.25/M cached input, $10/M output. Latency and success formulas are deterministic teaching assumptions.
Monthly model cost$53.46
Modeled p95 latency2705 ms
Modeled success98.35%
Output generation represents 56% of modeled spend. Shorter validated responses may improve both cost and latency.
Expected outcomes
- Estimate unit economics
- Balance targets and fallbacks