At 4 requests/user/day (totaling 1,200,000 queries/mo), running Document summarization on GLM 4.7 (Zhipu) costs $63,405.00 / month ($6.341 / user / mo).
Total expected API invoice for 10,000 Active Users generating 1,200,000 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 10% cache hits on prompt context.
| Model | Provider | Monthly Spend (10,000 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| GLM 4.7 (Zhipu) (Current) | zai | $63,405.00 | $6.341 | $760,860.00 | 128,000 |
| GPT-5.6 Terra | openai | $63,240.00 | $6.324 | $758,880.00 | 1,050,000 |
| GPT-5.4 Workhorse | openai | $79,050.00 | $7.905 | $948,600.00 | 256,000 |
| o3-mini | openai | $34,518.00 | $3.452 | $414,216.00 | 200,000 |
| o4-mini | openai | $33,693.00 | $3.369 | $404,316.00 | 256,000 |
| o1-mini | openai | $34,518.00 | $3.452 | $414,216.00 | 128,000 |
At 4 queries per user/day with GLM 4.7 (Zhipu), the estimated cost is $6.341 per monthly active user (MAU). Total monthly bill for 10,000 Active Users is $63,405.00.
Assuming a 10% cache hit rate on repeated system and context tokens, prompt caching saves $6,075.00 per month ($72,900.00/year) on GLM 4.7 (Zhipu).
With a direct COGS of $6.341 per user/month on GLM 4.7 (Zhipu), charging at least $31.702 per user/month ensures an 80%+ software gross margin.