The scorecard for the Agentic AI PC category.

Head-to-head local LLM benchmarks, memory bandwidth, price/perf and agent-workload analysis for RTX Spark vs Apple M5 Ultra Mac Studio in 2026.

Independent ranking of every shipping RTX Spark laptop for local AI: throughput, thermals, battery, and value. Updated July 2026.

Step-by-step guide to running Llama-3.1-70B locally on RTX Spark with vLLM and NVFP4 quantization. Includes benchmarks and troubleshooting.

Complete guide to building a multi-node RTX Spark cluster with 10 GbE, ConnectX-7, and Ray Serve. Includes network, scheduler, and model-parallel configs.

Live price tracker for every shipping RTX Spark SKU across Dell, HP, Lenovo, Razer, Acer, GIGABYTE, and NVIDIA reference. Updated weekly.

Clear breakdown of RTX Spark (consumer/workstation) vs DGX Spark (developer reference) including firmware, warranty, and software stack differences.

Comprehensive Qwen3-Coder-32B benchmark on RTX Spark 64GB and 128GB: throughput, SWE-Bench, HumanEval, and long-context stress tests.

Definitive memory-sizing table for running 7B, 13B, 32B, 70B, 235B, and 405B models on RTX Spark 64GB and 128GB configurations.

3-year TCO analysis of RTX Spark vs AWS/GCP H100 and B200 rentals across common workloads. Includes electricity, depreciation, and utilization curves.