At 4 requests/user/day (totaling 6,000 queries/mo), running Document summarization on GLM 4.7 (Zhipu) costs $317.025 / month ($6.341 / user / mo).
Total expected API invoice for 50 Active Users generating 6,000 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 (50 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| GLM 4.7 (Zhipu) (Current) | zai | $317.025 | $6.341 | $3,804.30 | 128,000 |
| GPT-5.6 Terra | openai | $316.20 | $6.324 | $3,794.40 | 1,050,000 |
| GPT-5.4 Workhorse | openai | $395.25 | $7.905 | $4,743.00 | 256,000 |
| o3-mini | openai | $172.59 | $3.452 | $2,071.08 | 200,000 |
| o4-mini | openai | $168.465 | $3.369 | $2,021.58 | 256,000 |
| o1-mini | openai | $172.59 | $3.452 | $2,071.08 | 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 50 Active Users is $317.025.
Assuming a 10% cache hit rate on repeated system and context tokens, prompt caching saves $30.375 per month ($364.50/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.