Language and Compiler Benchmarks

Insights into performance-related data made accessible.

Bento is an alpha stage research and data presentation project.

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D/ldc2 (lubeck)
0.032±0.001
40.38±00.48 + 23.61±00.41
3.61±00.09
Nim/gcc (Arraymancer)
0.064±0.004
5.41±00.06 + 57.41±00.10
5.27±00.20
Python (NumPy)
0.065±0.000
33.37±00.06 + 57.87±00.04
5.54±00.01
Java (ND4J)
0.076±0.001
114.91±01.04 + 92.22±00.01
5.97±00.05
Rust (ndarray)
0.089±0.001
2.50±00.04 + 68.53±00.00
6.03±00.08
Julia (threads: 2)
0.092±0.000
300.38±00.45 + 47.53±00.53
5.54±00.03
Nim/clang (Arraymancer)
0.128±0.020
6.05±00.18 + 57.54±00.17
8.78±01.10
Julia (threads: 1)
0.142±0.000
299.90±00.18 + 47.76±00.23
6.91±00.04
C++/g++ (Eigen)
0.145±0.000
4.49±00.06 + 85.26±00.00
7.14±00.03
C++/clang++ (Eigen)
0.145±0.000
4.72±00.03 + 85.37±00.00
7.07±00.04
V/clang (VSL + CBLAS)
0.254±0.004
7.13±00.03 + 51.89±00.00
17.98±00.26
V/clang (VSL)
0.258±0.002
7.21±00.17 + 51.57±00.13
17.89±00.11
V/gcc (VSL + CBLAS)
0.459±0.002
7.25±00.06 + 51.57±00.00
34.63±00.06
V/gcc (VSL)
0.466±0.001
6.90±00.04 + 51.89±00.00
31.75±00.07
Julia (no BLAS)
1.146±0.023
271.40±00.23 + 52.30±00.01
49.02±00.55
D/ldc2
1.714±0.001
3.43±00.04 + 70.44±00.00
62.98±00.24
D/gdc
1.866±0.001
7.40±00.14 + 70.16±00.01
72.94±00.11
D/dmd
1.874±0.001
3.32±00.03 + 70.46±00.03
70.33±00.49
C/gcc
3.025±0.000
1.53±00.02 + 68.65±00.02
109.57±01.18
V/gcc
3.027±0.001
2.60±00.03 + 68.58±00.00
112.33±00.33
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