At 15 requests/user/day (totaling 45,000 queries/mo), running Translation on Groq LPU — Llama 4 Maverick costs $190.125 / month ($1.901 / user / mo).
Translation for a 100 active users (public launch) audience means 1,500 requests per day on average, each carrying 5,000 input and 5,500 output tokens at a 15% cacheable share — so the effective per-request cost on Groq LPU — Llama 4 Maverick is $0.004225, of which $3.375/mo comes back from prompt caching. Per active user that's $1.901/mo — the number to hold against your pricing tier and gross margin. Charging at least $9.506/user/mo keeps gross margin at or above 80%.
Quick answer
For 100 Active Users, Translation on Groq LPU — Llama 4 Maverick is modeled at 45,000 requests per month, costing $190.125 per month or $1.901 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 100 Active Users generating 45,000 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 15% cache hits on prompt context.
| Model | Provider | Monthly Spend (100 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| Groq LPU — Llama 4 Maverick (Current) | groq | $190.125 | $1.901 | $2,281.50 | 512,000 |
| GPT-5.6 Sol | openai | $8,398.125 | $83.981 | $100,777.50 | 1,050,000 |
| GPT-5.6 Cyber | openai | $20,995.313 | $209.953 | $251,943.75 | 1,050,000 |
| GPT-5.5 Standard | openai | $8,398.125 | $83.981 | $100,777.50 | 512,000 |
| GPT-5.5 Pro | openai | $50,388.75 | $503.888 | $604,665.00 | 512,000 |
| o3-pro (Frontier Reasoning) | openai | $23,692.50 | $236.925 | $284,310.00 | 1,000,000 |
At 15 queries per user/day with Groq LPU — Llama 4 Maverick, the estimated cost is $1.901 per monthly active user (MAU). Total monthly bill for 100 Active Users is $190.125.
Assuming a 15% cache hit rate on repeated system and context tokens, prompt caching saves $3.375 per month ($40.50/year) on Groq LPU — Llama 4 Maverick.
With a direct COGS of $1.901 per user/month on Groq LPU — Llama 4 Maverick, charging at least $9.506 per user/month ensures an 80%+ software gross margin.