Worked Example: 10,000 Calls/Day with 1,500 Input ($1.25/1M), 2,000 Cached ($0.30/1M), and 600 Output ($5.00/1M)
Estimate monthly inference spend for a production assistant handling 10,000 calls/day.
- Input cost/call = 1,500 × $1.25 ÷ 1,000,000 = $0.001875.
- Cached cost/call = 2,000 × $0.30 ÷ 1,000,000 = $0.000600.
- Output cost/call = 600 × $5.00 ÷ 1,000,000 = $0.003000.
- Total per call = $0.005475 ($5.475 per 1,000 calls) → $54.75/day → $1,642.50/month.
Result: $1,642.50/month ($54.75/day) across 1,230M total monthly tokens.
Developer Tools · AI Engineering & Cloud Cost Estimation
API Token Cost Calculator: inputs, method, and how to read the result
Estimate daily and 30-day LLM API spend with separate uncached input, cached context, and output token rates.
Choose inputs for the case you are checking
The defaults are illustrative. Replace them with values for your case and keep the units shown beside each field.
- Display Currency: Amounts are treated in the selected currency; no foreign-exchange conversion is applied.
- Daily API Requests: Total API calls across all users per day.
- Uncached Input Tokens per Request: Fresh prompt tokens sent on each call (~1 token ≈ 0.75 English words).
- Cached Context Tokens per Request: System prompt or document tokens served from context cache.
What the calculation includes
With the default values shown, Estimated Monthly API Spend (30 Days) is USD 1,642.50. The calculation follows Per-Request & Monthly Token Billing Equation; the formula and variable definitions above show how the inputs combine.
One-input check: With the other defaults held constant, changing Daily API Requests from 10,000 calls / day to 11,000 calls / day changes Estimated Monthly API Spend (30 Days) from USD 1,642.50 to USD 1,806.75. This is a comparison inside the calculator's stated model, not a prediction.
Where to use caution
- Default token prices are dated October 2026 reference benchmarks and are 100% editable to match any provider or batch discount tier.
- Does not include hourly context-cache storage fees charged by some providers.
Scope: Global (USD per 1,000,000 Tokens) Check the assumptions and limitations against your situation before relying on the estimate.
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