LLM OPERATIONS
LLM agent cost forecaster
Model agent loops, usage, and your own API token rates.
Your assumptions
Rates are editable planning assumptions.
Planning estimate · Review methodology below.
Reference scenarios
Calculated using the default assumptions above, varying the first input only.
| Daily users | Daily API cost | 30-day API cost |
|---|---|---|
| 100 | $3.20 | $96 |
| 1000 | $32 | $960 |
| 10000 | $320 | $9,600 |
How this estimate works
Daily model calls equal users times workflows per user times calls per workflow. Input and output tokens per call are multiplied by their respective price per million tokens. Monthly estimates use 30 days. Rates shown are illustrative assumptions, not live provider prices. Enter the current rates for your chosen model. Include accumulated conversation context in average input tokens. Caching discounts, batch pricing, retries, tool APIs, embeddings, hosting, taxes and concurrency charges are excluded; add them to your production budget separately.
Start with your measured workload, adjust one assumption at a time, and compare the resulting capacity. Save the scenario link to return to these inputs or share it with your team. Reference scenarios remain fixed so you can compare against a consistent baseline.