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LIVE HARDWARE TESTBENCH • 100% REPRODUCIBLE

Sovereign AI & Hardware Benchmark Lab

Transparent, reproducible performance measurements of local neural networks, real-time video diffusion (LTX-Video 2.5), and ultra-fast voice models (Soprano TTS) running on sovereign infrastructure.

⚡On-Device Inference & Latency Telemetry

Testbench: NVIDIA RTX 3060 12GB GDDR6
Model ArchitectureHost HardwareThroughput1st Token LatencyCost / HrTechnical Verdict
DeepSeek-R1-Distill-Qwen (8B)Q4_K_MNVIDIA RTX 3060 12GB (Local)48.2 tok/s210 ms$0.00 / hrExcellent local coding & agentic orchestration
Llama-3.3-70B-InstructFP8 / CloudSovereign Multi-Port Router (11430)85.4 tok/s180 msSovereign Token RouterDeep analytical synthesis and complex multi-agent reasoning
Soprano TTS (80M Parameters)FP16RTX 3060 (CUDA On-Device)2000x Real-Time< 15 ms$0.00 / hrUltra-low latency instant voice cortex
🔬 Testing Methodology:All local inference runs are executed in automated 10-iteration loops after cold start. Latency metrics measure Time-To-First-Token (TTFT) over 100 standardized queries. Video diffusion timings measure total tensor compute plus VAE decode time. For full reproducibility scripts, visit our Editorial & Testing Policy.
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