Hasura vs Apollo Server & Knex Benchmark
Instructions:
-
Start Hasura + Postgres + Apollo Server
docker-compose up -d
-
Run the Benchmark:
cd ../bench-params./vegeta-benchmark.shchmod +xif required
-
Look at results, generate reports:
./print-benchmark-results.sh(pass -v to see HDR Plots, default is Text + Histogram)./generate-html-charts.sh- Check
bench-params/chartsfor a directory of HTML files containing comparison reports
Note: Test results by default are stored as gob-encoded binary data files under bench-params/queries/[query name]/results, you can pipe these through vegeta encode to convert to JSON or CSV if interested in detailed results.
cat bench-params/queries/albums_tracks_genre_some/results/hasura_results.bin | vegeta encode -to json
By default it pipes to stdout, you can redirect to a file with:
cat bench-params/queries/albums_tracks_genre_some/results/hasura_results.bin | vegeta encode -to json > hasura_results.json
The body is JWT Encoded but the contents can be read by pasting into jwt.io without a key
Benchmark Report
Setup:
- 10 req/s
- Hasura: Single instance v1.2
- Apollo: 16x load-balanced instances
Note: Attempting to run higher req/s may cause Apollo to segfault from large JSON responses returned and serialized + served as web response I/O
=============================================
[Platform: Apollo & Knex]
[Query: albums_tracks_genre_all]
Requests [total, rate, throughput] 20, 10.53, 2.17
Duration [total, attack, wait] 9.22s, 1.9s, 7.321s
Latencies [min, mean, 50, 90, 95, 99, max] 15.554ms, 3.535s, 1.534s, 8.601s, 8.623s, 8.625s, 8.625s
Bytes In [total, mean] 4091205, 204560.25
Bytes Out [total, mean] 2280, 114.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 0 0.00%
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 5 25.00% ##################
[20ms, 40ms] 5 25.00% ##################
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 10 50.00% #####################################
=============================================
[Platform: Hasura]
[Query: albums_tracks_genre_all]
Requests [total, rate, throughput] 20, 10.53, 10.43
Duration [total, attack, wait] 1.918s, 1.9s, 18.105ms
Latencies [min, mean, 50, 90, 95, 99, max] 17.111ms, 19.481ms, 18.607ms, 23.467ms, 25.397ms, 25.444ms, 25.444ms
Bytes In [total, mean] 5344220, 267211.00
Bytes Out [total, mean] 2280, 114.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 0 0.00%
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 15 75.00% ########################################################
[20ms, 40ms] 5 25.00% ##################
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Apollo & Knex]
[Query: albums_tracks_genre_some]
Requests [total, rate, throughput] 20, 10.53, 1.61
Duration [total, attack, wait] 12.4s, 1.9s, 10.499s
Latencies [min, mean, 50, 90, 95, 99, max] 19.1ms, 5.887s, 4.489s, 11.726s, 11.738s, 11.744s, 11.744s
Bytes In [total, mean] 4760488, 238024.40
Bytes Out [total, mean] 2280, 114.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 0 0.00%
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 1 5.00% ###
[20ms, 40ms] 4 20.00% ###############
[40ms, 80ms] 1 5.00% ###
[80ms, 125ms] 2 10.00% #######
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 12 60.00% #############################################
=============================================
[Platform: Hasura]
[Query: albums_tracks_genre_some]
Requests [total, rate, throughput] 20, 10.53, 10.51
Duration [total, attack, wait] 1.902s, 1.9s, 2.449ms
Latencies [min, mean, 50, 90, 95, 99, max] 2.241ms, 4.159ms, 3.456ms, 6.819ms, 9.474ms, 10.744ms, 10.744ms
Bytes In [total, mean] 71620, 3581.00
Bytes Out [total, mean] 3080, 154.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 13 65.00% ################################################
[4ms, 6ms] 5 25.00% ##################
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 1 5.00% ###
[10ms, 15ms] 1 5.00% ###
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Apollo & Knex]
[Query: artists_collaboration]
Requests [total, rate, throughput] 20, 10.53, 10.49
Duration [total, attack, wait] 1.907s, 1.9s, 7.196ms
Latencies [min, mean, 50, 90, 95, 99, max] 5.397ms, 8.28ms, 6.826ms, 8.512ms, 21.309ms, 33.962ms, 33.962ms
Bytes In [total, mean] 16500, 825.00
Bytes Out [total, mean] 2280, 114.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 3 15.00% ###########
[6ms, 8ms] 13 65.00% ################################################
[8ms, 10ms] 3 15.00% ###########
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 1 5.00% ###
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Hasura]
[Query: artists_collaboration]
Requests [total, rate, throughput] 20, 10.53, 10.51
Duration [total, attack, wait] 1.903s, 1.9s, 3.493ms
Latencies [min, mean, 50, 90, 95, 99, max] 2.906ms, 3.56ms, 3.488ms, 4.277ms, 4.843ms, 5.002ms, 5.002ms
Bytes In [total, mean] 6900, 345.00
Bytes Out [total, mean] 3580, 179.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 18 90.00% ###################################################################
[4ms, 6ms] 2 10.00% #######
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Apollo & Knex]
[Query: tracks_media_all]
Requests [total, rate, throughput] 20, 10.53, 10.50
Duration [total, attack, wait] 1.906s, 1.9s, 6.032ms
Latencies [min, mean, 50, 90, 95, 99, max] 5.577ms, 7.392ms, 7.089ms, 8.225ms, 13.269ms, 18.145ms, 18.145ms
Bytes In [total, mean] 16500, 825.00
Bytes Out [total, mean] 1640, 82.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 3 15.00% ###########
[6ms, 8ms] 14 70.00% ####################################################
[8ms, 10ms] 2 10.00% #######
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 1 5.00% ###
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Hasura]
[Query: tracks_media_all]
Requests [total, rate, throughput] 20, 10.53, 10.46
Duration [total, attack, wait] 1.912s, 1.9s, 12.186ms
Latencies [min, mean, 50, 90, 95, 99, max] 10.504ms, 11.923ms, 11.925ms, 13.252ms, 13.317ms, 13.359ms, 13.359ms
Bytes In [total, mean] 5888080, 294404.00
Bytes Out [total, mean] 1640, 82.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 0 0.00%
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 20 100.00% ###########################################################################
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Apollo & Knex]
[Query: tracks_media_some]
Requests [total, rate, throughput] 20, 10.53, 10.26
Duration [total, attack, wait] 1.949s, 1.9s, 48.912ms
Latencies [min, mean, 50, 90, 95, 99, max] 48.912ms, 59.495ms, 56.722ms, 69.376ms, 71.971ms, 74.388ms, 74.388ms
Bytes In [total, mean] 75960, 3798.00
Bytes Out [total, mean] 2440, 122.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 0 0.00%
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 20 100.00% ###########################################################################
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Hasura]
[Query: tracks_media_some]
Requests [total, rate, throughput] 20, 10.53, 10.50
Duration [total, attack, wait] 1.905s, 1.9s, 5.354ms
Latencies [min, mean, 50, 90, 95, 99, max] 3.173ms, 4.838ms, 5.027ms, 5.903ms, 6.619ms, 6.965ms, 6.965ms
Bytes In [total, mean] 72440, 3622.00
Bytes Out [total, mean] 3060, 153.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 4 20.00% ###############
[4ms, 6ms] 14 70.00% ####################################################
[6ms, 8ms] 2 10.00% #######
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Apollo & Knex]
[Query: artist_by_id]
Requests [total, rate, throughput] 20, 10.53, 10.50
Duration [total, attack, wait] 1.904s, 1.9s, 4.368ms
Latencies [min, mean, 50, 90, 95, 99, max] 4.158ms, 4.913ms, 4.558ms, 6.226ms, 7.978ms, 8.608ms, 8.608ms
Bytes In [total, mean] 1240, 62.00
Bytes Out [total, mean] 1160, 58.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 0 0.00%
[4ms, 6ms] 18 90.00% ###################################################################
[6ms, 8ms] 1 5.00% ###
[8ms, 10ms] 1 5.00% ###
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%
=============================================
[Platform: Hasura]
[Query: artist_by_id]
Requests [total, rate, throughput] 20, 10.53, 10.51
Duration [total, attack, wait] 1.903s, 1.9s, 2.509ms
Latencies [min, mean, 50, 90, 95, 99, max] 2.058ms, 2.726ms, 2.664ms, 3.135ms, 3.693ms, 4.224ms, 4.224ms
Bytes In [total, mean] 1100, 55.00
Bytes Out [total, mean] 1960, 98.00
Success [ratio] 100.00%
Status Codes [code:count] 200:20
Error Set:
=============================================
Bucket # % Histogram
[0s, 2ms] 0 0.00%
[2ms, 4ms] 19 95.00% #######################################################################
[4ms, 6ms] 1 5.00% ###
[6ms, 8ms] 0 0.00%
[8ms, 10ms] 0 0.00%
[10ms, 15ms] 0 0.00%
[15ms, 20ms] 0 0.00%
[20ms, 40ms] 0 0.00%
[40ms, 80ms] 0 0.00%
[80ms, 125ms] 0 0.00%
[125ms, 200ms] 0 0.00%
[200ms, +Inf] 0 0.00%