Sample inputs
Sample working view
Monthly API Bill$690.00
Cost Per Query$0.01
Cost Per Seat$2.76
Prompt Cache Savings8%
6 sample rows
| Monthly Query Volume | Input Spend | Output Spend | Total Spend | Unit Cost / Query | Cost / Seat |
|---|---|---|---|---|---|
| 10,000 | $24.00 | $45.00 | $69.00 | $0.01 | $0.28 |
| 50,000 | $120.00 | $225.00 | $345.00 | $0.01 | $1.38 |
| 100,000 | $240.00 | $450.00 | $690.00 | $0.01 | $2.76 |
| 250,000 | $600.00 | $1,125.00 | $1,725.00 | $0.01 | $6.90 |
| 500,000 | $1,200.00 | $2,250.00 | $3,450.00 | $0.01 | $13.80 |
| 1,000,000 | $2,400.00 | $4,500.00 | $6,900.00 | $0.01 | $27.60 |
Read the sample report
AI INFRASTRUCTURE & TOKEN UNIT-COST AUDIT Model Architecture: GPT-4o Monthly API Volume: 100,000 queries across 250 active seats. Unit Cost Economics: - Standard Input Rate: $2.50 / 1M tokens | Cached Input: $1.25 / 1M | Output: $10.00 / 1M - Projected Monthly Cloud Spend: $690.00 (Input: $240.00, Output: $450.00) - Unit Cost: $0.01 per API transaction | $2.76 per active subscriber seat per month. - Prompt Caching Impact: 8% total bill reduction achieved via 40% cache hit efficiency. - Minimum Subscription Pricing Floor (80% SaaS gross margin): $13.80 / seat / month. Architecture Recommendation: Verify prompt prefix stability to maximize KV-cache hits. At high concurrency, enforce client-side token limits and dynamic request batching.
Token pricing reflects standard published API tier rates. Network latency, vector retrieval embeddings, and fine-tuning charges are not included.