Inference Price Shock & Model Routing Optimizer

Workload & Price Shock Controls

Cloud API Price Hike Spike: +1,100%

Models DeepSeek V4 sudden +1,100% cloud inference price adjustment

Monthly Agent Requests: 500,000

Semantic Cache Hit Rate: 32%

Cached prompt/responses resolved at 0 API token cost ($0.05/M cache lookup)

Local Model Offload (Qwen 27B): 40%

Runs local agentic tool calling on self-hosted instances ($0.08/M fixed GPU amortized)

Simple Queries (Extraction / Classification): 55%

Deep Reasoning / Multi-step Chain: 15%

Moderate tool-calling automatically adjusts to 30%

Surged Unrouted Cloud Cost $29,700.00 Baseline pre-shock: $2,475.00

          Optimized Routed Cost
          $3,845.50
          87.05% Cost Reduction
        

Net Monthly Savings $25,854.50 Protected from provider surge

P95 Latency Reduction -142 ms Local + Cache response acceleration

500k req/mo • 825M Total Tokens

Routing Tier	Queries / Mo	Token Volume	Effective Rate	Monthly Total

Deterministic configuration export