Local and GPU tools
Estimate VRAM, GPU vs API break-even, fine-tune cost, and AI video budgets before you rent hardware.
Tools hub · Full directory · Cost calculator · Main calculator
Tools in Local & GPU
- GPU / LLM cost calculatorCompare catalog API spend to cloud GPU rental or purchase amortization. Break-even volume and capacity check.
- LLM VRAM calculatorEstimate GPU memory from parameters, precision, context, and KV cache. Presets for popular open models.
- LLM fine-tune cost calculatorEstimate LoRA or full fine-tune GPU hours and training tokens, then compare to ongoing API spend.
- AI video cost calculatorBudget credits, minutes, or subscriptions for generative video with editable reference rates.
Related tools
Tools directory · API cost hub · RAG hub · Tokenization hub · Cost calculator
Related guides
How prompt cost is calculated · Exact vs Approx token counts · RAG cost calculator: estimate pipeline spend
Sources and references
Official documentation used for definitions, counting methods, or rate cards. Always confirm critical budgets on the provider page.