Prompt Compression Savings Calculator
See savings from shortening your prompts.
Results update automatically as you type.
Result
$300.00/month saved
4,000 tokens → 2,400 tokens per prompt
- Before
- 4,000 tokens
- After
- 2,400 tokens
- Saved / request
- $0.00200
- Saved / month
- $300.00
Trimming, summarizing or compressing prompts reduces input tokens on every call. Set your current prompt size and target reduction to see the monthly savings.
How this is calculated
This calculator uses the api cost formulas described in our methodology. All figures are estimates for planning; verify current pricing with each provider before relying on them.
Worked example (defaults)
With the default inputs above, here is the result:
Result
$300.00/month saved
4,000 tokens → 2,400 tokens per prompt
- Before
- 4,000 tokens
- After
- 2,400 tokens
- Saved / request
- $0.00200
- Saved / month
- $300.00
Frequently asked questions
How do I compress prompts safely?+
Remove redundant instructions, summarize long context, use references instead of full text, and test accuracy after each cut.