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LLM Routing on Average across Benchmarks (val)

83Avg Top-1 AccORACLE
41.81652.50863.273.892Jan 14, 2026

Evaluation results

MethodLinks
ORACLEModel Pool=Pool Large, Router Category=Oracle2026.0183—
ORACLEModel Pool=Pool Small, Router Category=Oracle2026.0175—
CASCAL-GTModel Pool=Pool Large, Router Category=Query-answer Routers2026.0165.764.5
LLMRANKModel Pool=Pool Large, Router Category=Query-answer Routers2026.0165.6—
TOP-1 / TOP-3Model Pool=Pool Large, Router Category=Baseline2026.0165.164.6
AVENGERSModel Pool=Pool Large, Router Category=Query-answer Routers2026.0163.4—
CASCALModel Pool=Pool Large, Router Category=Query-only Routers2026.0162.263.6
SMOOTHIEModel Pool=Pool Large, Router Category=Query-only Routers2026.0157.159.3
AVENGERSModel Pool=Pool Small, Router Category=Query-answer Routers2026.0150.2—
TOP-1 / TOP-3Model Pool=Pool Small, Router Category=Baseline2026.0149.949.2
CASCAL-GTModel Pool=Pool Small, Router Category=Query-answer Routers2026.0149.747.3
LLMRANKModel Pool=Pool Small, Router Category=Query-answer Routers2026.0148.8—
CASCALModel Pool=Pool Small, Router Category=Query-only Routers2026.0146.646.4
SMOOTHIEModel Pool=Pool Small, Router Category=Query-only Routers2026.0143.445.9