Model Hosting
GPU instance pricing, autoscaling benchmarks, and deployment guides for managed model hosting platforms. Real cost breakdowns and latency measurements, not vendor spec sheets.
- GPU Cloud Pricing: A100 vs H100 vs L40S Across Providers
A100, H100, and L40S GPU instance pricing compared across Lambda Labs, CoreWeave, RunPod, AWS, and GCP — with a cost table and ROI framework.
- Deploying Open-Source Models: A Practical Production Guide
A practitioner's guide to deploying open-source LLMs in production. Covers inference servers, managed APIs, versioning, observability, and the mistakes that cost teams months.
- Model Hosting Compared: Together vs Replicate vs Modal
A practitioner's comparison of Together AI, Replicate, and Modal for hosting open-source models. Pricing tables, real trade-offs, and when to use each.