Current benchmark data was generated on Wed Feb 08 2023, full log can be found HERE
CONTRIBUTIONS are WELCOME!
* -m in a file name stands for multi-threading or multi-processing
* -i in a file name stands for direct intrinsics usage. (Usage of simd intrinsics via libraries is not counted)
* -ffi in a file name stands for non-stdlib FFI usage
* (You may find time < time(user) + time(sys) for some non-parallelized programs, the overhead is from GC or JIT compiler, which are allowed to take advantage of multi-cores as that's more close to real-world scenarios.)
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 1.cs | 8.0ms | 0.9ms | 10.1MB | 0ms | 0ms | dotnet/aot 7.0.102 |
csharp | 1.cs | 24ms | 1.3ms | 23.6MB | 10ms | 2ms | mono 6.12.0 |
csharp | 1.cs | 91ms | 4.1ms | 101.5MB | 30ms | 32ms | dotnet 7.0.102 |
julia | 1.jl | 236ms | 5.1ms | 167.8MB | 138ms | 110ms | julia/aot 1.8.5 |
julia | 1.jl | 250ms | 5.6ms | 171.5MB | 152ms | 114ms | julia 1.8.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 9.cs | 531ms | 2.8ms | 98.0MB | 463ms | 33ms | dotnet 7.0.102 |
julia | 7.jl | 646ms | 1.6ms | 168.0MB | 587ms | 163ms | julia/aot 1.8.5 |
csharp | 8.cs | 686ms | 14ms | 12.3MB | 680ms | 0ms | dotnet/aot 7.0.102 |
csharp | 8.cs | 742ms | 6.0ms | 99.9MB | 673ms | 37ms | dotnet 7.0.102 |
julia | 7.jl | 833ms | 13ms | 225.8MB | 763ms | 180ms | julia 1.8.5 |
csharp | 8.cs | 1535ms | 1.6ms | 25.0MB | 1513ms | 3ms | mono 6.12.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 8.cs | 78ms | 3.2ms | 10.0MB | 73ms | 0ms | dotnet/aot 7.0.102 |
csharp | 9.cs | 144ms | 2.8ms | 98.4MB | 83ms | 33ms | dotnet 7.0.102 |
csharp | 8.cs | 172ms | 6.9ms | 102.3MB | 117ms | 27ms | dotnet 7.0.102 |
csharp | 8.cs | 181ms | 0.8ms | 25.0MB | 157ms | 3ms | mono 6.12.0 |
julia | 7.jl | 317ms | 22ms | 167.0MB | 240ms | 147ms | julia/aot 1.8.5 |
julia | 7.jl | 526ms | 2.9ms | 227.5MB | 423ms | 200ms | julia 1.8.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
julia | 1.jl | 519ms | 11ms | 156.1MB | 467ms | 163ms | julia/aot 1.8.5 |
julia | 1.jl | 636ms | 7.2ms | 203.7MB | 587ms | 150ms | julia 1.8.5 |
csharp | 2.cs | 758ms | 4.2ms | 17.9MB | 753ms | 0ms | dotnet/aot 7.0.102 |
csharp | 2.cs | 923ms | 3.8ms | 109.3MB | 860ms | 37ms | dotnet 7.0.102 |
csharp | 1.cs | 1090ms | 39ms | 71.9MB | 1063ms | 20ms | dotnet/aot 7.0.102 |
csharp | 1.cs | 1355ms | 47ms | 82.5MB | 1317ms | 23ms | mono 6.12.0 |
csharp | 1.cs | 1931ms | 106ms | 158.9MB | 1843ms | 53ms | dotnet 7.0.102 |
csharp | 2.cs | 3286ms | 22ms | 31.9MB | 3267ms | 7ms | mono 6.12.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 1.cs | 174ms | 11ms | 30.5MB | 153ms | 13ms | dotnet/aot 7.0.102 |
csharp | 2.cs | 189ms | 9.5ms | 11.4MB | 173ms | 0ms | dotnet/aot 7.0.102 |
csharp | 1.cs | 225ms | 4.3ms | 40.6MB | 200ms | 7ms | mono 6.12.0 |
csharp | 2.cs | 290ms | 2.2ms | 104.8MB | 233ms | 23ms | dotnet 7.0.102 |
julia | 1.jl | 301ms | 26ms | 149.8MB | 190ms | 150ms | julia/aot 1.8.5 |
julia | 1.jl | 405ms | 6.3ms | 197.2MB | 327ms | 180ms | julia 1.8.5 |
csharp | 1.cs | 405ms | 14ms | 114.9MB | 337ms | 33ms | dotnet 7.0.102 |
csharp | 2.cs | 805ms | 2.3ms | 26.1MB | 787ms | 3ms | mono 6.12.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
julia | 4.jl | 1444ms | 14ms | 241.6MB | 1307ms | 233ms | julia 1.8.5 |
csharp | 1.cs | 1718ms | 34ms | 303.4MB | 1583ms | 217ms | dotnet/aot 7.0.102 |
csharp | 1.cs | 1977ms | 81ms | 433.3MB | 1717ms | 333ms | dotnet 7.0.102 |
csharp | 1.cs | 2754ms | 23ms | 106.2MB | 3340ms | 227ms | mono 6.12.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 1.cs | 173ms | 7.2ms | 60.2MB | 137ms | 30ms | dotnet/aot 7.0.102 |
csharp | 1.cs | 190ms | 1.8ms | 46.1MB | 167ms | 13ms | mono 6.12.0 |
csharp | 1.cs | 345ms | 16ms | 151.8MB | 240ms | 73ms | dotnet 7.0.102 |
julia | 4.jl | 392ms | 4.3ms | 225.4MB | 323ms | 170ms | julia 1.8.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 5-m.cs | 372ms | 28ms | 67.2MB | 583ms | 107ms | dotnet/aot 7.0.102 |
csharp | 5-m.cs | 590ms | 61ms | 156.5MB | 887ms | 137ms | dotnet 7.0.102 |
csharp | 5-m.cs | 645ms | 15ms | 60.3MB | 1077ms | 137ms | mono 6.12.0 |
julia | 7-m.jl | 797ms | 8.6ms | 298.9MB | 1077ms | 200ms | julia 1.8.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 5.cs | 73ms | 29ms | 24.4MB | 77ms | 27ms | dotnet/aot 7.0.102 |
csharp | 5.cs | 107ms | 3.8ms | 34.1MB | 137ms | 23ms | mono 6.12.0 |
csharp | 5.cs | 163ms | 6.8ms | 111.5MB | 130ms | 70ms | dotnet 7.0.102 |
julia | 7.jl | 570ms | 8.1ms | 227.5MB | 683ms | 167ms | julia 1.8.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 6.cs | 1218ms | 5.5ms | 53.5MB | 1800ms | 23ms | dotnet/aot 7.0.102 |
julia | 8.jl | 1412ms | 8.8ms | 274.1MB | 1860ms | 193ms | julia 1.8.5 |
csharp | 6-m.cs | 1586ms | 11ms | 144.3MB | 2663ms | 63ms | dotnet 7.0.102 |
csharp | 6-m.cs | 2173ms | 107ms | 71.3MB | 3497ms | 33ms | mono 6.12.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 6.cs | 188ms | 6.5ms | 42.3MB | 210ms | 30ms | dotnet/aot 7.0.102 |
csharp | 6.cs | 326ms | 31ms | 53.5MB | 440ms | 17ms | mono 6.12.0 |
csharp | 6.cs | 355ms | 8.1ms | 132.9MB | 387ms | 67ms | dotnet 7.0.102 |
julia | 8.jl | 950ms | 17ms | 262.9MB | 1040ms | 200ms | julia 1.8.5 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
julia | 3.jl | 856ms | 22ms | 178.0MB | 807ms | 157ms | julia 1.8.5 |
julia | 1.jl | 1650ms | 5.6ms | 261.1MB | 1530ms | 227ms | julia 1.8.5 |
csharp | 1.cs | timeout | 0.0ms | 155.9MB | 4923ms | 147ms | dotnet 7.0.102 |
csharp | 1.cs | timeout | 0.0ms | 57.3MB | 4960ms | 33ms | dotnet/aot 7.0.102 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
julia | 3.jl | 418ms | 15ms | 175.4MB | 353ms | 170ms | julia 1.8.5 |
julia | 1.jl | 1002ms | 43ms | 261.2MB | 880ms | 207ms | julia 1.8.5 |
csharp | 1.cs | 1333ms | 7.2ms | 56.5MB | 1290ms | 33ms | dotnet/aot 7.0.102 |
csharp | 1.cs | 1458ms | 0.2ms | 156.3MB | 1413ms | 90ms | dotnet 7.0.102 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
julia | 2-m.jl | 1489ms | 28ms | 193.8MB | 2493ms | 173ms | julia 1.8.5 |
csharp | 3-m.cs | 2549ms | 81ms | 13.6MB | 4870ms | 13ms | dotnet/aot 7.0.102 |
julia | 3-m.jl | 2607ms | 78ms | 208.5MB | 4643ms | 157ms | julia 1.8.5 |
csharp | 3-m.cs | 4653ms | 9.5ms | 106.8MB | 8870ms | 43ms | dotnet 7.0.102 |
csharp | 3.cs | timeout | 0.0ms | 27.1MB | 9733ms | 10ms | mono 6.12.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 3-m.cs | 649ms | 1.7ms | 12.2MB | 1230ms | 0ms | dotnet/aot 7.0.102 |
julia | 2-m.jl | 682ms | 15ms | 194.1MB | 940ms | 170ms | julia 1.8.5 |
julia | 3-m.jl | 1012ms | 20ms | 208.1MB | 1503ms | 173ms | julia 1.8.5 |
csharp | 3-m.cs | 1335ms | 16ms | 104.6MB | 2427ms | 30ms | dotnet 7.0.102 |
csharp | 3-m.cs | 3239ms | 166ms | 29.5MB | 6070ms | 7ms | mono 6.12.0 |
lang | code | time | stddev | peak-mem mem | time(user) | time(sys) | compiler compiler/runtime |
---|---|---|---|---|---|---|---|
csharp | 3-m.cs | 186ms | 7.1ms | 12.2MB | 320ms | 3ms | dotnet/aot 7.0.102 |
csharp | 3-m.cs | 440ms | 7.6ms | 104.3MB | 670ms | 33ms | dotnet 7.0.102 |
julia | 2.jl | 473ms | 2.6ms | 195.0MB | 543ms | 163ms | julia 1.8.5 |
julia | 3.jl | 600ms | 8.7ms | 208.4MB | 713ms | 183ms | julia 1.8.5 |
csharp | 3-m.cs | 820ms | 6.1ms | 29.6MB | 1540ms | 0ms | mono 6.12.0 |