At 200 requests/user/day (totaling 600,000 queries/mo), running Data extraction & tagging on Kimi K3 (Moonshot) costs $5,202.00 / month ($52.02 / user / mo).
Total expected API invoice for 100 Active Users generating 600,000 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 20% cache hits on prompt context.
| Model | Provider | Monthly Spend (100 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| Kimi K3 (Moonshot) (Current) | moonshot | $5,202.00 | $52.02 | $62,424.00 | 1,000,000 |
| GPT-5.6 Sol | openai | $9,420.00 | $94.20 | $113,040.00 | 1,050,000 |
| GPT-5.6 Cyber | openai | $23,550.00 | $235.50 | $282,600.00 | 1,050,000 |
| GPT-5.5 Standard | openai | $9,420.00 | $94.20 | $113,040.00 | 512,000 |
| GPT-5.5 Pro | openai | $56,520.00 | $565.20 | $678,240.00 | 512,000 |
| o3-pro (Frontier Reasoning) | openai | $31,680.00 | $316.80 | $380,160.00 | 1,000,000 |
At 200 queries per user/day with Kimi K3 (Moonshot), the estimated cost is $52.02 per monthly active user (MAU). Total monthly bill for 100 Active Users is $5,202.00.
Assuming a 20% cache hit rate on repeated system and context tokens, prompt caching saves $648.00 per month ($7,776.00/year) on Kimi K3 (Moonshot).
With a direct COGS of $52.02 per user/month on Kimi K3 (Moonshot), charging at least $260.10 per user/month ensures an 80%+ software gross margin.