Spektiq

Running AI on your own machine: tools, hardware and what it really costs.

• Is Your GPU's VRAM Enough for a Local LLM?

  Is a small-VRAM GPU enough for a local LLM? Sourced weight sizes, why context length changes the answer, and how to check where your model actually runs.

• Jev: Independent Benchmarks and Real Costs

  Independent Jev benchmarks reveal strong speed and cost results, plus important limits around accuracy, confidence, throughput, and local alternatives.