At 40 requests/user/day (totaling 60,000 queries/mo), running AI coding assistant on Cohere Command R costs $180.00 / month ($3.60 / user / mo).
Total expected API invoice for 50 Active Users generating 60,000 queries.
Direct inference cost per MAU to model your SaaS pricing tiers and gross margins.
Savings generated by exploiting 60% cache hits on prompt context.
| Model | Provider | Monthly Spend (50 Active Users) | Cost / User / Mo | Annual Spend | Context Limit |
|---|---|---|---|---|---|
| Cohere Command R (Current) | cohere | $180.00 | $3.60 | $2,160.00 | 128,000 |
| GPT-5.6 Luna | openai | $210.24 | $4.205 | $2,522.88 | 1,050,000 |
| GPT-5.4 mini | openai | $788.40 | $15.768 | $9,460.80 | 256,000 |
| GPT-5.4 nano | openai | $216.24 | $4.325 | $2,594.88 | 128,000 |
| GPT-4o mini | openai | $147.60 | $2.952 | $1,771.20 | 128,000 |
| Claude Haiku 4.5 | anthropic | $931.20 | $18.624 | $11,174.40 | 1,000,000 |
At 40 queries per user/day with Cohere Command R, the estimated cost is $3.60 per monthly active user (MAU). Total monthly bill for 50 Active Users is $180.00.
Assuming a 60% cache hit rate on repeated system and context tokens, prompt caching saves $0.00 per month ($0.00/year) on Cohere Command R.
With a direct COGS of $3.60 per user/month on Cohere Command R, charging at least $18.00 per user/month ensures an 80%+ software gross margin.