LLM capacity planning tools to estimate VRAM, compute, latency, and GPU topology for agents.
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GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs.
Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.
Which LLMs actually run on your GPU, and how fast. Mixture-of-experts included.
Cost-optimized LLM model routing recommendations for autonomous AI agents
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