At 10 requests/user/day (totaling 3,000 queries/mo), running RAG / search-augmented answers on GPT-5.4 nano costs $4.515 / month ($0.4515 / user / mo).
Total expected API invoice for 10 Active Users generating 3,000 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 50% 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 | $4.515 | $0.4515 | $54.18 | 128,000 |
| GPT-5.6 Luna | openai | $4.44 | $0.444 | $53.28 | 1,050,000 |
| GPT-5.4 mini | openai | $16.65 | $1.665 | $199.80 | 256,000 |
| GPT-4o mini | openai | $3.60 | $0.36 | $43.20 | 128,000 |
| Claude Haiku 4.5 | anthropic | $20.70 | $2.07 | $248.40 | 1,000,000 |
| Claude 3.5 Haiku | anthropic | $16.56 | $1.656 | $198.72 | 200,000 |
At 10 queries per user/day with GPT-5.4 nano, the estimated cost is $0.4515 per monthly active user (MAU). Total monthly bill for 10 Active Users is $4.515.
Assuming a 50% cache hit rate on repeated system and context tokens, prompt caching saves $2.16 per month ($25.92/year) on GPT-5.4 nano.
With a direct COGS of $0.4515 per user/month on GPT-5.4 nano, charging at least $2.258 per user/month ensures an 80%+ software gross margin.