Your AI agents are running. Your GPU bill arrives: $47,000 this month. The CTO asks: "Which agent is...
VibOps è un proxy che misura il costo GPU-hours per agent (non token), colmando il gap tra LangSmith e il costo reale su flotte on-prem. Abilita budget enforcement per-agent e policy per modello, risolvendo il blind spot dei CTO su quale agent costa $47K mensili in GPU.
Your AI agents are running. Your GPU bill arrives: $47,000 this month.
The CTO asks: "Which agent is responsible for what?"
You open LangSmith. It says your pricing agent used 18 million tokens. Helpful — but what does that cost in GPU?
The answer: you don't know. And neither does LangSmith.
The gap nobody talks about
AI agent cost management belongs in runtime traces, evals, and harness policy, not monthly finance cleanup.
AI agents do not become expensive all at once. They become expensive one small decision at a...
17.7 billion tokens in two weeks. $15K at API list prices. Actual cost: $800. The full math on buying GPUs instead - context,…
A test of leading AI agents found vastly different amounts of tokens consumed with no transparency and no guarantees of success.
Monitor your AI agent’s reliability, speed, and cost with Sentry. Get alerts for LLM errors, latency spikes, and budget overruns…
Real strategies to cut AI agent costs using batching, model routing, and caching. Based on production systems processing 10k+…
