LLM Cost Optimization

Estimate & Optimize LLM Expenses

Chatbot Configuration

System Prompt Tokens

e.g., ~1,200 words or ~6,000 characters

Avg User Message Tokens

e.g., ~50 words or ~250 characters

Avg Response Tokens

e.g., ~150 words or ~750 characters

Conversation Turns

Conversations Per Month

Context Strategy

Cache Hit Rate (%)

Accuracy estimates are for planning | Pricing data: Jan 2025 (Demo)

Monthly Operating Cost

$80.02

$0.1600 per conversation

System Prompt Processing

$0.00

Prompt Cache Savings

-$0.00

User Input Tokens

$0.00

AI Output Tokens

$0.06

Context Accumulation

$0.09

Model Comparison

Current Model

Claude Sonnet 4.5

$80.02/mo

Alternative

Llama 3 8B

$0.93/mo

Save $79.09 (98.8%)

Optimization Recommendations

No specific recommendations at this time. Your configuration looks optimized.

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