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Financial Summary

Cost Progression

Phase 4 Cost Breakdown

ItemEUR/month
AWS EC2 + S3 + networking80
Vast.ai H200 interruptible (252h/month inference)305
Vast.ai H200 on-demand (108h/month fine-tuning)241
OpenRouter (overflow/fallback)30 est.
Total~656

Break-Even Analysis

  • Phase 0-1: Infrastructure investment, no revenue yet
  • Phase 2: Profitable at ~5 paying users (10 EUR/month each)
  • Phase 3: Profitable at ~15 paying users or 2-3 Pro users (100 EUR/month)
  • Phase 4: Self-hosted GPU pays for itself when OpenRouter spend would exceed 545 EUR/month