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Latency profiling research benchmarks · SOTA2 Research

Latency profiling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

7.3TPOT

5

Feb 26, 2026

Qwen 7B Nano 8G 2.5 (inference)

57.7TPOT (ms)

3

Feb 26, 2026

6.8TPOT

3

Feb 26, 2026

Mamba2-8B on Nano 8G (inference)

55.3TPOT (Time Per Output Token)

2

Feb 26, 2026

Popular datasets

Qwen Llama Nemotron Mamba2

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