Cloud-based LLM APIs like OpenAI, Anthropic, or Google Gemini are convenient – but expensive and risky. At high volumes, costs can quickly spiral out of control: 1 million tokens per day via cloud APIs can easily cost €15,000 per month or more. With an AI Cube, you pay once from €3,999.90 and run unlimited inferences – no token fees, no monthly bills.
Additionally, on-premise LLM hosting gives you full control over your data. Sensitive information – customer data, internal documents, proprietary content – never leaves your corporate network. You're independent of API downtimes, price increases, or sudden service changes.