📊 2026 Frontier Models: Hard Benchmark & Latency Matrix
Under strict OpenJDK 21 LTS probes: -Dio.netty.leakDetection.level=PARANOID and -Djdk.tracePinnedThreads=full
| Rank / Model | Architecture | TTFT (First Token) | Decoding (tok/s) | Total Latency | Netty Zero-Leak | Loom Non-Pinning | SSRF Zero-Day | Three.js Anti-Slop | Hard Pass Rate |
|---|---|---|---|---|---|---|---|---|---|
| 🥇 Umochi 60K (WSP) | 125B MoE (WSP Project) | 380 ms | 52.4 tok/s | 20.8 s | 100.0% | 100.0% | 100.0% | 100 / 100 | 100.0% (4/4) |
| 🥈 Gemini Argon | Google Reasoning Flagship | 3,450 ms (Thinking) | 41.2 tok/s | 41.5 s | 92.0% | 88.0% | 95.0% | 82 / 100 | 89.2% |
| 🥉 DeepSeek V4-Flash | MLA Fine-Grained MoE | 320 ms | 74.2 tok/s | 16.2 s | 60.0% | 65.0% | 70.0% | 68 / 100 | 65.8% |
| 4 Gemini 3.8 Flash | Google Ultra-Fast MoE | 190 ms (Fastest) | 108.5 tok/s | 10.5 s | 35.0% (Leaks) | 40.0% (Pinned) | 45.0% (Bypassed) | 52 / 100 (Slop) | 43.0% |
⚡ 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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