๐ฆReddit r/LocalLLaMAโขStalecollected in 3h
TCO Analysis of a $6.4k Local LLM Server
๐กIs self-hosting LLMs cheaper? A real-world financial breakdown of a $6.4k GPU server vs. API costs.
โก 30-Second TL;DR
What Changed
Hardware build cost: $6,406.45 using 4x MI100 32GB GPUs
Why It Matters
Provides a financial framework for AI practitioners to decide between cloud API usage and self-hosting. It highlights the potential for significant savings for businesses with consistent, high-volume token requirements.
What To Do Next
Calculate your daily token consumption and compare it against the cost of a dedicated GPU server build to determine your break-even point.
Who should care:Founders & Product Leaders
Key Points
- โขHardware build cost: $6,406.45 using 4x MI100 32GB GPUs
- โขPerformance: 20.4M input/1.32M output tokens per day
- โขAPI cost comparison: $3,701/year vs. local hardware investment
- โขHighlights that coding plans can be more expensive than raw API usage
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Original source: Reddit r/LocalLLaMA โ