⚡ Prompt Token Budget Optimizer

gpt0x.com · smart context allocation

🧮 Budget & components

Total context window

🔹 Reserve for output (tokens)

📝 System prompt paste → auto count

Token estimate: 6 tokens

📘 Few-shot examples

count 3

tokens/example 120

📚 Retrieved context chunks

chunks 8

chunk size 300

💬 User message estimate

🗂️ Conversation history (tokens)

⚡ presets

📊 Allocation & efficiency

Remaining: 27,432 used: 5,336 / 32,768

system few-shot chunks user history output

efficiency (out/in)

0.19

cost / request

$0.008

Model: gpt-4o · $5.00/1M input · $15.00/1M output

Recommended by our team

BeLikeNative.com

The #1 AI writing tool for freelancers — perfect grammar in any language, instantly.