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benchmarks
Measured runs. Each figure carries its corpus, configuration and date, with the code to reproduce it.
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Sep 20, 2026
Jev System One vs Specialized Sovereign RAG. An Empirical Benchmark
Across 20 measured trials on Apple Silicon MPS, a cloud-hosted decision primitive averaged 457.19ms P50 (381.0ms upstream cloud floor) and consumed 453 tokens before retrieval began. A co-hosted sovereign classifier completed the same routing in 0.23ms with zero tokens.
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Oct 2, 2026
legal-rag-router: Deterministic Citation Routing for UK Legal RAG, Measured Against Gemini, Jev and Laya
An open-source router that binds a legal RAG query to the cited UK provision before vector search. Blind sealed run, 29 September 2026: 0 of 1,897 real citations bound to the wrong instrument. Gemini 3.8 Flash (high) routing on its own, 1 October 2026: 102 of 1,897.
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