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#number of objects

client-side aggregation

server-side aggregation
  via hash table lookup

server-side aggregation
 via hash table forEach

server-side aggregation
  via Log traversal

10.000

75 63 ms

2 ms

238 ms

  6 ms

100.000

766 648 ms

23 ms

251 ms

  9 ms

1.000.000

7604 6485 ms

233 ms

369 ms

  21 ms

10.000.000

76515 64258 ms

2662 ms

1444 ms

  142 ms

100.000.000

770761 652201 ms

30049 ms

18752 ms

  1422 ms