MongoDB 3.0.0 vs 2.6.x vs 2.4.x Benchmark
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This document summarizes the results of benchmarks testing the performance of different versions of MongoDB for write, storage size, and read operations. The benchmarks show that MongoDB 3.0 with wiredTiger and compression enabled had the best performance for write operations, smallest storage size, and competitive read performance compared to earlier versions.
![Read Performance [Sequential]
(Red: the best, Blue: the worst; The Lower, the Better)
test.count = 10,000,000
for(i = 0; i < 10 thousands ~ 10 millions; i++) {
db.test.find({x:i});
}
Unit: Second
Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib
10 Thousands 0.086 0.082 0.174 0.086 0.165
100 Thousands 0.66 0.617 0.847 0.812 1.289
1 Million 6.814 5.442 13.839 7.743 8.074
10 Millions 68.836 57.712 78.885 77.617 72.555
test.count = 1,000,000
for(i = 0; i < 10 thousands ~ 10 millions; i++) {
db.test.find({x:i});
}
Unit: Second
Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib
10 Thousands 0.094 0.128 0.087 0.158 0.105
100 Thousands 0.793 0.743 0.793 0.797 1.419
1 Million 7.306 7.448 7.731 9.42 7.755
10 Millions 73.341 73.71 81.982 82.409 85.641](https://image.slidesharecdn.com/mongodb3-150324225353-conversion-gate01/85/MongoDB-3-0-0-vs-2-6-x-vs-2-4-x-Benchmark-7-320.jpg)
![Read Performance [Random]
(Red: the best, Blue: the worst; The Lower, the Better)
test.count = 10,000,000
for(i = 0; i < 10,000,000; i++) {
db.test.find({x:Random(10000000)});
}
Unit: Second
Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib
10 Thousands 0.1 0.147 0.135 0.069 0.081
100 Thousands 0.774 0.819 0.768 1.046 0.731
1 Million 7.38 7.896 7.581 5.884 7.134
10 Millions 74.14 74.618 76.922 59.173 71.214
test.count = 1,000,000
for(i = 0; i < 1,000,000; i++) {
db.test.find({x:Random(1000000)});
}
Unit: Second
Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib
10 Thousands 0.089 0.083 0.085 0.085 0.087
100 Thousands 0.763 0.769 0.761 0.778 0.772
1 Million 7.416 7.556 7.612 7.685 7.631
10 Millions 74.365 76.457 77.105 77.019 75.392](https://image.slidesharecdn.com/mongodb3-150324225353-conversion-gate01/85/MongoDB-3-0-0-vs-2-6-x-vs-2-4-x-Benchmark-9-320.jpg)
MongoDB 3.0.0 vs 2.6.x vs 2.4.x Benchmark
- 1. MongoDB 3.0 Benchmark Write Performance (Red: the best, Blue: the worst; The Lower, the Better) Volumn/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 3.442 s 3.189 s 2.22 s 2.579 s 2.577 s 100 Thousands 33.076 s 26.168 s 23.533 s 22.757 s 22.737 s 1 Million 330.769 s 246.247 s 235.509 s 226.093 s 233.603 s 10 Millions 3586.909 s 2294.938 s 2128.332 s 2287.668 s 2297.819 s
- 4. Storage Size (Red: the best, Blue: the worst; The Lower, the Better) Volumn/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib apiDataDB 9.949 GB 1.953 GB 0.667 GB 0.174 GB 0.088 GB 10 Thousands storage: 660K index:320KB storage:680K index:327K storage:4K index:4K storage:4K index:4K storage:4K index:4K 100 Thousands storage: 10.6MB index:3.1MB storage:10.6MB index:3.1MB storage:3.18MB index:0.71MB storage: 1.25MB index:0.73MB storage: 0.57MB index:0.75MB 1 Million storage: 82.3MB index:31MB storage:82.3MB index:31MB storage:33.7MB index:8.26MB storage: 12.3MB index:8.26MB storage: 5.54MB index:8.47MB 10 Millions storage:817MB index:309MB storage:817MB index:309MB storage:373MB index:86.46MB storage: 140MB index:86.39MB storage:56.1MB index:85.97MB
- 7. Read Performance [Sequential] (Red: the best, Blue: the worst; The Lower, the Better) test.count = 10,000,000 for(i = 0; i < 10 thousands ~ 10 millions; i++) { db.test.find({x:i}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.086 0.082 0.174 0.086 0.165 100 Thousands 0.66 0.617 0.847 0.812 1.289 1 Million 6.814 5.442 13.839 7.743 8.074 10 Millions 68.836 57.712 78.885 77.617 72.555 test.count = 1,000,000 for(i = 0; i < 10 thousands ~ 10 millions; i++) { db.test.find({x:i}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.094 0.128 0.087 0.158 0.105 100 Thousands 0.793 0.743 0.793 0.797 1.419 1 Million 7.306 7.448 7.731 9.42 7.755 10 Millions 73.341 73.71 81.982 82.409 85.641
- 8. test.count = 100,000 for(i = 0; i < 10 thousands ~ 10 millions; i++) { db.test.find({x:i}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.092 0.08 0.087 0.161 0.142 100 Thousands 0.76 0.737 0.796 1.393 0.887 1 Million 7.369 7.305 7.737 7.865 7.751 10 Millions 73.784 76.701 78.191 82.17 77.238 test.count = 10,000 for(i = 0; i < 10 thousands ~ 10 millions; i++) { db.test.find({x:i}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.097 0.161 0.089 0.15 0.084 100 Thousands 0.771 1.287 0.8 1.395 0.779 1 Million 7.48 7.15 8.52 7.886 7.758 10 Millions 74.379 74.89 82.612 80.443 76.852
- 9. Read Performance [Random] (Red: the best, Blue: the worst; The Lower, the Better) test.count = 10,000,000 for(i = 0; i < 10,000,000; i++) { db.test.find({x:Random(10000000)}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.1 0.147 0.135 0.069 0.081 100 Thousands 0.774 0.819 0.768 1.046 0.731 1 Million 7.38 7.896 7.581 5.884 7.134 10 Millions 74.14 74.618 76.922 59.173 71.214 test.count = 1,000,000 for(i = 0; i < 1,000,000; i++) { db.test.find({x:Random(1000000)}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.089 0.083 0.085 0.085 0.087 100 Thousands 0.763 0.769 0.761 0.778 0.772 1 Million 7.416 7.556 7.612 7.685 7.631 10 Millions 74.365 76.457 77.105 77.019 75.392
- 10. test.count = 100,000 for(i = 0; i < 100,000; i++) { db.test.find({x:Random(100000)}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.098 0.075 0.081 0.079 0.143 100 Thousands 0.759 0.795 0.792 0.801 1.415 1 Million 7.476 7.492 7.75 7.881 7.452 10 Millions 74.411 78.056 77.332 81.564 75.891 test.count = 10,000 for(i = 0; i < 10,000; i++) { db.test.find({x:Random(10000)}); } Unit: Second Read Count/Version 2.6.8MMAPv1 3.0MMAPv1 3.0WT+None 3.0WT+Snappy 3.0WT+zlib 10 Thousands 0.106 0.077 0.075 0.084 0.138 100 Thousands 0.767 0.787 0.758 0.799 0.809 1 Million 7.494 8.835 7.43 7.501 8.035 10 Millions 74.742 75.527 73.766 82.016 78.374