AI hardware fit calculator for LLM, embedding, reranker, OCR and VLM workloads — VRAM, throughput, licensing and multi-GPU planning
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Updated
Sep 1, 2026 - JavaScript
AI hardware fit calculator for LLM, embedding, reranker, OCR and VLM workloads — VRAM, throughput, licensing and multi-GPU planning
Accurate VRAM calculator for Local LLMs (Llama 4, DeepSeek V3, Qwen 2.5). Calculates GGUF quantization, GQA context overhead, and offloading limits
Interactive AI Infrastructure Builder. GPU + Vector Database = Workstation/Server
GPU Calculator and Specification generator
Free browser-local AI evaluation tools, benchmark audits, agent security checklists, and cost calculators by ResearchAudio
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