At 8 requests/user/day (totaling 12,000,000 queries/mo), running Agentic workflow on Muse Spark 1.2 Contributor (OpenRouter) costs $51,600.00 / month ($1.032 / user / mo).
Agentic workflow for a 50,000 active users (mid-market enterprise) audience means 400,000 requests per day on average, each carrying 40,000 input and 1,500 output tokens at a 65% cacheable share — so the effective per-request cost on Muse Spark 1.2 Contributor (OpenRouter) is $0.0043, of which $0.00/mo comes back from prompt caching. Per active user that's $1.032/mo — the number to hold against your pricing tier and gross margin. Charging at least $5.16/user/mo keeps gross margin at or above 80%.
Quick answer
For 50,000 Active Users, Agentic workflow on Muse Spark 1.2 Contributor (OpenRouter) is modeled at 12,000,000 requests per month, costing $51,600.00 per month or $1.032 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 12,000,000 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 65% cache hits on prompt context.
| Model | Provider | Monthly Spend (50,000 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| Muse Spark 1.2 Contributor (OpenRouter) (Current) | meta | $51,600.00 | $1.032 | $619,200.00 | 1,050,000 |
| GPT-5.6 Luna | openai | $61,440.00 | $1.229 | $737,280.00 | 1,050,000 |
| GPT-5.4 mini | openai | $230,400.00 | $4.608 | $2,764,800.00 | 256,000 |
| GPT-5.4 nano | openai | $62,340.00 | $1.247 | $748,080.00 | 128,000 |
| GPT-4o mini | openai | $59,400.00 | $1.188 | $712,800.00 | 128,000 |
| Claude Haiku 4.5 | anthropic | $289,200.00 | $5.784 | $3,470,400.00 | 1,000,000 |
At 8 queries per user/day with Muse Spark 1.2 Contributor (OpenRouter), the estimated cost is $1.032 per monthly active user (MAU). Total monthly bill for 50,000 Active Users is $51,600.00.
Assuming a 65% cache hit rate on repeated system and context tokens, prompt caching saves $0.00 per month ($0.00/year) on Muse Spark 1.2 Contributor (OpenRouter).
With a direct COGS of $1.032 per user/month on Muse Spark 1.2 Contributor (OpenRouter), charging at least $5.16 per user/month ensures an 80%+ software gross margin.