ZenLLM
OpenAI Cost Optimization for Production Teams
Find wasted GPT spend, optimize model routing, and improve AI margins without slowing product velocity.
Start with the free audit
Start with a free, self-serve cost read before connecting telemetry or creating a workspace.
Start the free audit immediately instead of stopping at a capture form.
Save company context only if you want the benchmark prefilled and the follow-up saved.
Track OpenAI spend by model, workflow, team, and customer.
Detect expensive model usage where cheaper models perform equally well.
Forecast monthly OpenAI spend and catch budget anomalies early.
What to evaluate next
Use the audit result to move from a broad cost question into the specific routing, ownership, or chargeback issue most worth validating.
OpenAI vs Anthropic cost: Compare provider choices by workflow instead of headline pricing.
Prompt caching ROI: Estimate whether repeated OpenAI prompts justify caching.
Model routing optimization: Find which routes should move off premium defaults first.