Unverified50% confidenceBenchmarkExact time
TokenRouter improves decoding throughput by 2× to 64× through token-level routing.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
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Related Claims
UnverifiedThe upper speedup limit of the decoding stage (approximately 2.7×) is higher than the upper speedup limit of the encoding stage.65% similarUnverifiedThe KV cache grows linearly with context length, increasing the memory read volume per step in the decoding phase, which is the fundamental reason decoding speed decreases as context grows.63% similarUnverifiedtokens/s指标可细分为首token延迟（TTFT）和生成速率（Generation Throughput）两个子维度62% similarUnverifiedIn the inference pipeline, the Prefill stage is compute-intensive and time-consuming, while the Decode stage performs token-by-token autoregressive generation and is sensitive to latency.60% similarUnverifiedREMORY faces a token drift risk: once the data distribution shifts, performance degrades, requiring periodic fine-tuning of the encoder and monitoring of the exact match rate.60% similar
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