
The Great LLM Bake Off
Eight models, one prompt, one screenshot: rebuild the Superhuman UI in SvelteKit. Four free models, four paid ones, and the cost per attempt ranging from nothing to $1.18.
Topic
3 articles tagged “LLMOps”.

Eight models, one prompt, one screenshot: rebuild the Superhuman UI in SvelteKit. Four free models, four paid ones, and the cost per attempt ranging from nothing to $1.18.

Most LLM outages are not caused by the model. They are caused by the pipeline around the model. The retries, the routing, the fallbacks, the rate limits, the observability. A concrete playbook for hitting three-nines on an LLM-powered product.

Most AI projects fail in the data layer, not the model layer. The slide deck is about agents and RAG; the work that decides the outcome is unglamorous data engineering nobody scoped or staffed.