At 6 requests/user/day (totaling 1,800,000 queries/mo), running Customer support chatbot on Amazon Nova Micro costs $192.938 / month ($0.0193 / user / mo).
Total expected API invoice for 10,000 Active Users generating 1,800,000 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 70% cache hits on prompt context.
| Model | Provider | Monthly Spend (10,000 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| Amazon Nova Micro (Current) | amazon | $192.938 | $0.0193 | $2,315.25 | 128,000 |
| GPT-5.6 Luna | openai | $1,222.20 | $0.1222 | $14,666.40 | 1,050,000 |
| GPT-5.4 mini | openai | $4,583.25 | $0.4583 | $54,999.00 | 256,000 |
| GPT-5.4 nano | openai | $1,253.70 | $0.1254 | $15,044.40 | 128,000 |
| GPT-4o mini | openai | $992.25 | $0.0992 | $11,907.00 | 128,000 |
| Claude Haiku 4.5 | anthropic | $5,481.00 | $0.5481 | $65,772.00 | 1,000,000 |
At 6 queries per user/day with Amazon Nova Micro, the estimated cost is $0.0193 per monthly active user (MAU). Total monthly bill for 10,000 Active Users is $192.938.
Assuming a 70% cache hit rate on repeated system and context tokens, prompt caching saves $115.763 per month ($1,389.15/year) on Amazon Nova Micro.
With a direct COGS of $0.0193 per user/month on Amazon Nova Micro, charging at least $0.0965 per user/month ensures an 80%+ software gross margin.