At 15 requests/user/day (totaling 4,500 queries/mo), running Translation on Databricks DBRX Instruct costs $58.05 / month ($5.805 / user / mo).
Total expected API invoice for 10 Active Users generating 4,500 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 (10 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| Databricks DBRX Instruct (Current) | databricks | $58.05 | $5.805 | $696.60 | 32,768 |
| GPT-5.6 Terra | openai | $335.925 | $33.593 | $4,031.10 | 1,050,000 |
| GPT-5.4 Workhorse | openai | $419.906 | $41.991 | $5,038.875 | 256,000 |
| o3-mini | openai | $131.794 | $13.179 | $1,581.525 | 200,000 |
| o4-mini | openai | $130.866 | $13.087 | $1,570.387 | 256,000 |
| o1-mini | openai | $131.794 | $13.179 | $1,581.525 | 128,000 |
At 15 queries per user/day with Databricks DBRX Instruct, the estimated cost is $5.805 per monthly active user (MAU). Total monthly bill for 10 Active Users is $58.05.
Assuming a 15% cache hit rate on repeated system and context tokens, prompt caching saves $0.00 per month ($0.00/year) on Databricks DBRX Instruct.
With a direct COGS of $5.805 per user/month on Databricks DBRX Instruct, charging at least $29.025 per user/month ensures an 80%+ software gross margin.