·PROCESSED

42.8T

Cumulative tokens optimized

Firm, lossless inference tokens decoded and verified across enterprise deployments.

·RECALL

99.98%

10M Needle retrieval fidelity

Exceeds standard attention benchmarks across 12-hop dependency chains.

·COMPRESSION

16.4x

KV-Cache memory reduction

Average footprint reduction across Llama-3.3 70B and DeepSeek-R1 inference clusters.

·ACCURACY

100%

Deterministic token recall

Exact preservation of needle dependencies without catastrophic hallucination or context collapse.