Zero-Markup Engine

Enterprise AI Model Router & Cost Workbench

Production Routing Unit Economics (1,000 Req / Month Scale) ● Live Telemetry Synced
Monthly Savings
$14,170
76.8% reduction
Routed Spend
$4,280
Zero router markup ($0)
Unrouted Frontier Spend
$18,450
All queries on frontier
Task Accuracy
96.2%
SLA guarantee met
P95 Latency Cut
480 ms
Router overhead ~8ms
Dynamic Dispatch Pipeline & Tier Routing
Client Ingress 1,000 QPM Stream AI Model Router Zero-Markup Classifier Overhead: 8ms | $0.00 Small / Fast Tier Llama 3.2 3B / Qwen 2.5 7B ($0.15/M) 450 Mid / Balanced Tier Claude 3.5 Haiku / GPT-4o-mini ($0.80/M) 320 Frontier / Reasoning Tier Claude 3.5 Sonnet / o1 ($5.00/M) 230
[16:56:00] Engine ready. Workload preset loaded: 1,000 queries.
Volume Distribution 1,000 Total Requests
Small Tier
450 (45%)
Mid Tier
320 (32%)
Frontier Tier
230 (23%)
Router Classifier Sensitivity
Confidence Threshold (Escalation) 0.82
Reasoning Depth Filter Standard (Auto)
Prompt Inspection & Classifier Lab
Detected Tier
Small / Fast
Est. Latency
128 ms
Unit Cost
$0.00021
Routing Logic: Low lexical entropy & direct extraction schema routed to high-throughput small model without precision loss.
Model Tier Unit Economics Ledger $ / 1M Tokens (Standard)
Tier Name Input / 1M Output / 1M Avg Latency Accuracy
Small / Fast $0.15 $0.60 120 ms 98.0% (Simple)
Mid / Balanced $0.80 $3.20 290 ms 99.0% (SQL/RAG)
Frontier / Reasoning $5.00 $20.00 850 ms 97.0% (Complex)
* Zero-markup billing policy: Snowflake executes customer prompts at exact model provider wholesale rates with 0% gateway commission.
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