13 tools that compete with or replace Mirai. Ranked by direct product-type match — not generic category overlap.
GPU-agnostic inference framework for deploying open-source GenAI models.
Managed Ray platform for distributed training and batch inference at scale.
Open-source LLM inference optimization for NVIDIA GPUs
Open-source AI assistant for private offline inference
Open-source AI agent OS for enterprise teams building production-grade autonomous agents.
Sovereign domain-specific SLLMs for European enterprises & government.
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