Unverified50% confidenceFactExact time
The reduction in compressed input tokens (49.5%) is greater than the reduction in total cost (35.6%), because output tokens, caching, and fixed overhead do not decrease proportionally with input compression.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedCache hits reduce the billing rate per request, not the absolute amount of tokens consumed.75% similarUnverifiedA paid competing product, skill, reduces code volume by only 20%, while token consumption actually increases by 7%.75% similarUnverifiedCached input tokens typically enjoy a discount of 25%–50% off the original price, as there is no need to recompute embeddings and attention weights—only the precomputed KV vectors need to be loaded from cache.74% similarVerifiedThe /compact command can reduce token consumption by 30% to 50%.74% similar
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