🏆 2026 Enterprise Domain Leaderboard Umochi 60K WSP v2 Execution-Verified

Specialized Enterprise Java 21 (Netty / Loom / SSRF) & Anti-AI-Slop Three.js PBR Graphics

📊 Enterprise Domain Benchmark: Execution & Runtime Probes Matrix

Evaluated under OpenJDK 21 LTS: -Dio.netty.leakDetection.level=PARANOID and -Djdk.tracePinnedThreads=full

Updated November 2026 (Audit Verified)
Rank / Model Architecture TTFT (First Token) Decoding (tok/s) Netty Zero-Leak Loom Non-Pinning SSRF Dual-Stack Three.js PBR Domain Pass Rate
⚡ Umochi 60K (WSP v2) Strata MoE (WSP Steering) ~380 ms 52~60 tok/s 90.0% 50.0% (In-Progress) 90.0% 80 / 100 77.5% (Domain Verified)
🎯 Umochi (WSP v3 + Test Loop) Active Optimization Target ~250 ms 55~65 tok/s 98.0% 95.0% 95.0% 90 / 100 94.5% (Target)
☁️ Cloud Frontier Models Proprietary Cloud Tier 1,500 ~ 3,500 ms 40 ~ 110 tok/s 80 ~ 92% 75 ~ 88% 85 ~ 95% 70 ~ 85 80 ~ 90%
📌 Methodology Note: Evaluated with real javac compilation, JUnit 5 test suites, and Netty leak detectors. No external proprietary API tokens are transmitted.
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⚡ Live Automated Benchmark Execution Console

Trigger live queries against Umochi 60K Gateway (https://strata.iotservices.my/v1) with real-time latency and AST validation.

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