Stop sending raw, noisy data to expensive LLMs. We provide the structural filter that isolates signal from noise.
Average ROI: 40% reduction in monthly API spend.
Generic compression is risky—it breaks logic. **TokenRefine** uses Structural Optimization. We don't just shorten words; we re-architect your request before it leaves your infrastructure.
Deduplication: Never pay for the same system prompt twice.
Aggregation: Turn 1,000 log lines into one high-signal summary.
Filtering: Strip politeness and structural filler that adds cost but zero value.
Real-Time Performance
Result: 84% Reduction | 100% Signal Integrity
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