Speculative Decoding
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
7.15Match Rate (MAT)
15
Apr 24, 2026
6.75Average Match Rate (MAT)
15
Apr 24, 2026
3.21Speedup
14
May 25, 2026
4.9WRIT τ
12
Mar 11, 2026
2.49SR
12
Feb 26, 2026
1.66SR
12
Feb 26, 2026
2.1Speculative Rate (SR)
12
Feb 26, 2026
2.31SR
12
Feb 26, 2026
114.26Throughput (tokens/s)
11
May 28, 2026
133.31Throughput (tokens/s)
11
May 28, 2026
7.7BE Score
10
Apr 30, 2026
7.88BE
10
Apr 30, 2026
7.39BE
10
Apr 30, 2026
7.95BE Score
10
Apr 30, 2026
8.02BE
10
Apr 30, 2026
3.212MT-Bench Score
10
Feb 26, 2026
3.78TPS
8
Jul 7, 2026
1.94Speedup
8
Jun 2, 2026
2.54Speedup
8
Jun 2, 2026
2.87Speedup
8
May 25, 2026
2.61Speedup
8
May 25, 2026
3.32Speedup
8
May 25, 2026
3.82Tau (τ)
8
Feb 26, 2026
3.87Tau (τ)
8
Feb 26, 2026
3.91Tau (τ)
8
Feb 26, 2026