At 6 requests/user/day (totaling 9,000,000 queries/mo), running Customer support chatbot on Qwen3.8 27B (OpenRouter) costs $22,680.00 / month ($0.4536 / user / mo).
Customer support chatbot for a 50,000 active users (mid-market enterprise) audience means 300,000 requests per day on average, each carrying 3,500 input and 350 output tokens at a 70% cacheable share — so the effective per-request cost on Qwen3.8 27B (OpenRouter) is $0.00252, of which $0.00/mo comes back from prompt caching. Per active user that's $0.4536/mo — the number to hold against your pricing tier and gross margin. Charging at least $2.268/user/mo keeps gross margin at or above 80%.
Quick answer
For 50,000 Active Users, Customer support chatbot on Qwen3.8 27B (OpenRouter) is modeled at 9,000,000 requests per month, costing $22,680.00 per month or $0.4536 per active user.
Method & trust
This projection combines the selected active-user tier, requests per user per day, input/output tokens per request, and the modeled cache share. It is an operating estimate, not a provider invoice; production traffic and retries should be measured against it.
Total expected API invoice for 50,000 Active Users generating 9,000,000 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 (50,000 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| Qwen3.8 27B (OpenRouter) (Current) | qwen | $22,680.00 | $0.4536 | $272,160.00 | 1,000,000 |
| GPT-5.6 Terra | openai | $61,110.00 | $1.222 | $733,320.00 | 1,050,000 |
| GPT-5.4 Workhorse | openai | $76,387.50 | $1.528 | $916,650.00 | 256,000 |
| o3-mini | openai | $36,382.50 | $0.7277 | $436,590.00 | 200,000 |
| o4-mini | openai | $30,318.75 | $0.6064 | $363,825.00 | 256,000 |
| o1-mini | openai | $36,382.50 | $0.7277 | $436,590.00 | 128,000 |
At 6 queries per user/day with Qwen3.8 27B (OpenRouter), the estimated cost is $0.4536 per monthly active user (MAU). Total monthly bill for 50,000 Active Users is $22,680.00.
Assuming a 70% cache hit rate on repeated system and context tokens, prompt caching saves $0.00 per month ($0.00/year) on Qwen3.8 27B (OpenRouter).
With a direct COGS of $0.4536 per user/month on Qwen3.8 27B (OpenRouter), charging at least $2.268 per user/month ensures an 80%+ software gross margin.