NORMALIZE PASS
Unicode normalization, smart quote conversion, em-dash handling, punctuation cleanup, whitespace normalization.
$
c token optimize --mode=aggressive
CuToken
Multi-Pass Token Optimizer
Reduce prompt tokens by 40-60% while preserving semantic meaning. Three optimization passes with real grammar guards.
3
PASSES
16
TEMPLATES
16
MODELS
0
TRACKING
TRUSTED BY DEVELOPERS AT
VERCEL
SUPABASE
LINEAR
RAYCAST
LIVE OPTIMIZER
Paste a real prompt on the left, watch the optimized version build on the right
READY
STDIN
raw prompt
$
0 / 4000 chars
STDOUT
optimized
AWAITING INPUT...
Enter a prompt and press OPTIMIZE
KEY CAPABILITIES
Three-pass pipeline with configurable risk levels
LEXICAL PASS
Stutter removal, filler/hedge/command stripping, greeting removal, phrase compression, synonym swap, number→digit conversion.
STRUCTURAL PASS
Semantic clause deduplication (Jaccard similarity), exact n-gram deduplication, newline collapse.
GRAMMAR GUARDS
Dangling preposition/conjunction detection, doubled determiner/preposition check, modal+to validation, balanced quotes/parens.
RISK-WEIGHTED CONFIDENCE
Confidence scored by pass risk (not change count): normalize=0.01, phrase=0.08, structural=0.15 per change.
16 MODELS SUPPORTED
GPT-4o, GPT-4 Turbo, Claude 3.5 Sonnet, Llama 3, Mistral Large, Gemini Pro, Grok-1, and more.
READY TO OPTIMIZE?
Drop in your prompt above or check out the full feature list to see what CuToken can do for your token budget.