Topic

Self-Hosting

2 stories on this topic, newest first.

  1. ModelsExplainer

    Self-hosted LLM guide for 2026: VRAM maths, Ollama vs vLLM and the break-even

    When a self-hosted LLM pays off, how to size GPU memory for weights and KV cache, which inference server fits which job, and what the hardware really costs.

    25 min read

  2. ToolsComparison

    Top 5 AI gateways for failover across Bedrock, Vertex AI and Azure OpenAI in 2026

    Bedrock quotas, Vertex AI 429s and Azure OpenAI TPM caps all throttle the same models. Five gateways ranked on how they fail over across the three clouds.

    19 min read