| Systems Telemetry · Production Rigor
Empirical Benchmarks & Quality Parity Constraints
We evaluate GlyIQ under real production traffic across 1.2M enterprise agent calls. Every metric is reported with hard mathematical constraints: zero quality degradation, 99.8% JSON schema compliance, and sub-millisecond execution.
CACHE LATENCY (P50)
1.8 ms
Semantic Vector RAM
JSON SCHEMA VALIDITY
99.8%
Grammar-constrained regex
COST REDUCTION
78.4%
Blended token spend savings
WIN-RATE PARITY
99.4%
vs. Pure GPT-4o baseline
Verification Protocols
All routing evaluations enforce silent auto-cascades. If a 3B SLM candidate output fails schema validation, confidence calibration (ECE > 0.08), or semantic sanity constraints, the proxy automatically escalates to Tier 3 frontier inference in < 2ms, guaranteeing that downstream agents never observe quality regressions.