Toolkist

Prompt Token Saver

Compress verbose AI prompts to reduce token usage — collapses filler phrases, abbreviates tech jargon, and never touches your code blocks.

Compress a Prompt

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Domain packs (optional — enable extra abbreviations)

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Your compressed prompt will appear here…

Environmental Impact Calculator

Estimate how much energy you save by compressing your prompts over time.

Prompts per day20
Avg. prompt length (chars)500
Days per year active250
tokens saved/yr
mWh saved/yr
tree-days equivalent
phone charges equiv.

Benchmark — 29 Real-World Prompts

Average compression across a suite of verbose developer prompts.

avg chars saved
best case
total chars stripped
mWh saved (bench)

About Prompt Token Saver

Verbose AI prompts waste tokens — and tokens cost money, latency, and energy. This tool compresses your prompt by collapsing filler phrases ("could you please help me with" → ""), abbreviating common technical terms ("authentication" → "auth", "configuration" → "config"), and applying logic symbol substitutions ("greater than or equal to" → ">="). Code blocks are automatically protected and passed through unchanged. Savings of 20–50% are typical for developer-style prompts.

Will the compressed prompt give the same result?

For most technical prompts, yes. The compressions use abbreviations and phrase-collapses that LLMs handle natively. Highly nuanced or creative prompts may benefit from lighter compression.

How are token savings estimated?

Character savings are divided by 3.5, which is the rough average characters-per-token for abbreviated technical text with GPT-class tokenisers.

Is anything sent to a server?

No. All compression runs entirely in your browser. Your prompt text never leaves your device.

What is the environmental impact calculation based on?

A rough estimate of ~0.001 mWh per 1,000 tokens for GPT-4-class inference, 0.021 kg CO₂/kWh for the grid, and a tree absorbing ~21 kg CO₂/year.

Related: Code Formatter · Semantic HTML Converter

Keywords: prompt compression, token saver, LLM token reduction, AI prompt optimizer, reduce AI costs, GPT token counter