AI Startup Compute Budget Calculator
Build Budget
Create monthly compute budget for AI startup
requests
tokens
hours
GB
GB
Compare Architectures
Compare costs of different AI infrastructure architectures
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Formula
Total = API Costs + GPU Compute + Storage + Bandwidth + Miscellaneous
Frequently Asked Questions
What's a typical AI startup compute budget?
Early stage (MVP): $500-2000/month. Growth stage: $5000-20000/month. Scale: $50000+/month. Varies wildly by use case (chatbot vs image generation vs data pipeline).
Should I use APIs or run my own models?
APIs are cheaper initially and faster to market (<1M requests/month). Self-hosted becomes cheaper after ~2-5M requests/month depending on model. Consider latency, privacy, and customization needs.
How can AI startups reduce costs?
Use cheaper models (Claude Haiku vs Opus). Implement caching/memoization. Optimize prompts. Use batching for non-real-time workloads. Negotiate volume discounts. Consider model distillation for smaller, cheaper models.
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