At 15 requests/user/day (totaling 4,500 queries/mo), running Translation on GPT-5.4 nano costs $34.83 / month ($3.483 / user / mo).
Total expected API invoice for 10 Active Users generating 4,500 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 15% cache hits on prompt context.
| Model | Provider | Monthly Spend (10 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| GPT-5.4 nano (Current) | openai | $34.83 | $3.483 | $417.96 | 128,000 |
| GPT-5.6 Luna | openai | $33.592 | $3.359 | $403.11 | 1,050,000 |
| GPT-5.4 mini | openai | $125.972 | $12.597 | $1,511.663 | 256,000 |
| GPT-4o mini | openai | $17.972 | $1.797 | $215.663 | 128,000 |
| Claude Haiku 4.5 | anthropic | $143.213 | $14.321 | $1,718.55 | 1,000,000 |
| Claude 3.5 Haiku | anthropic | $114.57 | $11.457 | $1,374.84 | 200,000 |
At 15 queries per user/day with GPT-5.4 nano, the estimated cost is $3.483 per monthly active user (MAU). Total monthly bill for 10 Active Users is $34.83.
Assuming a 15% cache hit rate on repeated system and context tokens, prompt caching saves $0.6075 per month ($7.29/year) on GPT-5.4 nano.
With a direct COGS of $3.483 per user/month on GPT-5.4 nano, charging at least $17.415 per user/month ensures an 80%+ software gross margin.