COMPAS serialization benchmark

generated 2026-08-15 13:28 · preset quick · repeat 5 · seed 42 · compas 2.15.1

Show formats

31/31 of compas_pb's serializable types are benchmarked. — full coverage.

json · compact text, losslessjson_zip · zip-compressed json, size baselinecompas_pb · protobuf binary, double + flat arrays (optimized)compas_pb_zip · protobuf binary, zip-compressedcompas_pb_zstd · protobuf binary, zstandard-compressedcompas_msgpack · msgpack over the JSON-shape tree (Kumiki-style)compas_msgpack_zstd · msgpack, zstandard-compressed

arcs

Round-trip time

1,000 elements

json

39.3 ms

json_zip

46.1 ms

compas_pb

24.8 ms

compas_pb_zip

27.5 ms

compas_pb_zstd

26.9 ms

compas_msgpack

37.9 ms

compas_msgpack_zstd

41.6 ms

10,000 elements

json

406.2 ms

json_zip

468.6 ms

compas_pb

260.2 ms

compas_pb_zip

280.1 ms

compas_pb_zstd

273.3 ms

compas_msgpack

406.7 ms

compas_msgpack_zstd

454.4 ms

Wire size

1,000 elements

json

262.0 KB

json_zip

66.9 KB

compas_pb

130.9 KB

compas_pb_zip

34.4 KB

compas_pb_zstd

32.5 KB

compas_msgpack

235.4 KB

compas_msgpack_zstd

61.1 KB

10,000 elements

json

2.6 MB

json_zip

663.4 KB

compas_pb

1.3 MB

compas_pb_zip

341.2 KB

compas_pb_zstd

322.9 KB

compas_msgpack

2.3 MB

compas_msgpack_zstd

598.0 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	262.0 KB	1.0×	7.6 ms	31.7 ms	39.3 ms	8.464	1.5 MB	✓ yes
1,000	json_zip	66.9 KB	3.916×	12.8 ms	33.3 ms	46.1 ms	2.059	1.5 MB	✓ yes
1,000	compas_pb	130.9 KB	2.002×	6.9 ms	17.9 ms	24.8 ms	7.473	1.1 MB	✓ yes
1,000	compas_pb_zip	34.4 KB	7.619×	9.1 ms	18.4 ms	27.5 ms	1.914	1.2 MB	✓ yes
1,000	compas_pb_zstd	32.5 KB	8.063×	8.9 ms	18.0 ms	26.9 ms	1.849	1.2 MB	✓ yes
1,000	compas_msgpack	235.4 KB	1.113×	3.6 ms	34.3 ms	37.9 ms	7.019	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	61.1 KB	4.29×	7.0 ms	34.6 ms	41.6 ms	1.808	2.5 MB	✓ yes
10,000	json	2.6 MB	1.0×	78.8 ms	327.4 ms	406.2 ms	8.193	14.7 MB	✓ yes
10,000	json_zip	663.4 KB	3.949×	129.0 ms	339.7 ms	468.6 ms	2.0	14.7 MB	✓ yes
10,000	compas_pb	1.3 MB	2.002×	71.3 ms	188.9 ms	260.2 ms	7.092	11.1 MB	✓ yes
10,000	compas_pb_zip	341.2 KB	7.678×	90.1 ms	190.1 ms	280.1 ms	1.838	12.3 MB	✓ yes
10,000	compas_pb_zstd	322.9 KB	8.114×	87.0 ms	186.4 ms	273.3 ms	1.774	12.3 MB	✓ yes
10,000	compas_msgpack	2.3 MB	1.113×	38.3 ms	368.4 ms	406.7 ms	6.543	22.4 MB	✓ yes
10,000	compas_msgpack_zstd	598.0 KB	4.381×	68.9 ms	385.4 ms	454.4 ms	1.589	24.7 MB	✓ yes

beziers

Round-trip time

1,000 elements

json

20.8 ms

json_zip

36.7 ms

compas_pb

13.0 ms

compas_pb_zip

17.2 ms

compas_pb_zstd

16.5 ms

compas_msgpack

16.1 ms

compas_msgpack_zstd

19.9 ms

10,000 elements

json

212.9 ms

json_zip

375.8 ms

compas_pb

139.1 ms

compas_pb_zip

181.2 ms

compas_pb_zstd

163.8 ms

compas_msgpack

166.3 ms

compas_msgpack_zstd

200.9 ms

Wire size

1,000 elements

json

325.4 KB

json_zip

141.8 KB

compas_pb

151.4 KB

compas_pb_zip

91.3 KB

compas_pb_zstd

90.1 KB

compas_msgpack

194.3 KB

compas_msgpack_zstd

125.8 KB

10,000 elements

json

3.2 MB

json_zip

1.4 MB

compas_pb

1.5 MB

compas_pb_zip

911.6 KB

compas_pb_zstd

904.5 KB

compas_msgpack

1.9 MB

compas_msgpack_zstd

1.2 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	325.4 KB	1.0×	9.8 ms	11.0 ms	20.8 ms	30.345	1.6 MB	✓ yes
1,000	json_zip	141.8 KB	2.296×	24.8 ms	11.9 ms	36.7 ms	12.214	1.6 MB	✓ yes
1,000	compas_pb	151.4 KB	2.15×	5.5 ms	7.4 ms	13.0 ms	20.838	1.1 MB	✓ yes
1,000	compas_pb_zip	91.3 KB	3.563×	9.2 ms	8.1 ms	17.2 ms	11.614	1.3 MB	✓ yes
1,000	compas_pb_zstd	90.1 KB	3.61×	9.0 ms	7.5 ms	16.5 ms	12.33	1.3 MB	✓ yes
1,000	compas_msgpack	194.3 KB	1.674×	3.3 ms	12.7 ms	16.1 ms	15.642	2.1 MB	✓ yes
1,000	compas_msgpack_zstd	125.8 KB	2.587×	7.2 ms	12.7 ms	19.9 ms	10.127	2.3 MB	✓ yes
10,000	json	3.2 MB	1.0×	100.5 ms	112.4 ms	212.9 ms	29.636	15.5 MB	✓ yes
10,000	json_zip	1.4 MB	2.309×	251.2 ms	124.6 ms	375.8 ms	11.579	15.4 MB	✓ yes
10,000	compas_pb	1.5 MB	2.15×	59.4 ms	79.6 ms	139.1 ms	19.461	11.2 MB	✓ yes
10,000	compas_pb_zip	911.6 KB	3.57×	95.7 ms	85.4 ms	181.2 ms	10.926	12.7 MB	✓ yes
10,000	compas_pb_zstd	904.5 KB	3.597×	82.8 ms	81.0 ms	163.8 ms	11.431	12.7 MB	✓ yes
10,000	compas_msgpack	1.9 MB	1.674×	33.5 ms	132.8 ms	166.3 ms	14.987	21.1 MB	✓ yes
10,000	compas_msgpack_zstd	1.2 MB	2.581×	66.8 ms	134.2 ms	200.9 ms	9.624	23.0 MB	✓ yes

boxes

Round-trip time

1,000 elements

json

40.1 ms

json_zip

49.0 ms

compas_pb

23.8 ms

compas_pb_zip

26.8 ms

compas_pb_zstd

26.5 ms

compas_msgpack

38.6 ms

compas_msgpack_zstd

42.7 ms

10,000 elements

json

411.6 ms

json_zip

495.8 ms

compas_pb

247.3 ms

compas_pb_zip

274.6 ms

compas_pb_zstd

265.8 ms

compas_msgpack

399.4 ms

compas_msgpack_zstd

437.7 ms

Wire size

1,000 elements

json

278.9 KB

json_zip

87.8 KB

compas_pb

127.9 KB

compas_pb_zip

51.1 KB

compas_pb_zstd

48.9 KB

compas_msgpack

224.6 KB

compas_msgpack_zstd

77.5 KB

10,000 elements

json

2.7 MB

json_zip

871.1 KB

compas_pb

1.2 MB

compas_pb_zip

508.7 KB

compas_pb_zstd

485.5 KB

compas_msgpack

2.2 MB

compas_msgpack_zstd

776.6 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	278.9 KB	1.0×	8.0 ms	32.1 ms	40.1 ms	8.896	1.5 MB	✓ yes
1,000	json_zip	87.8 KB	3.178×	15.6 ms	33.4 ms	49.0 ms	2.69	1.6 MB	✓ yes
1,000	compas_pb	127.9 KB	2.18×	6.3 ms	17.5 ms	23.8 ms	7.489	1.2 MB	✓ yes
1,000	compas_pb_zip	51.1 KB	5.46×	9.0 ms	17.9 ms	26.8 ms	2.928	1.3 MB	✓ yes
1,000	compas_pb_zstd	48.9 KB	5.706×	8.4 ms	18.0 ms	26.5 ms	2.777	1.3 MB	✓ yes
1,000	compas_msgpack	224.6 KB	1.242×	3.6 ms	35.0 ms	38.6 ms	6.581	2.3 MB	✓ yes
1,000	compas_msgpack_zstd	77.5 KB	3.598×	7.8 ms	34.8 ms	42.7 ms	2.279	2.5 MB	✓ yes
10,000	json	2.7 MB	1.0×	85.4 ms	326.2 ms	411.6 ms	8.753	15.3 MB	✓ yes
10,000	json_zip	871.1 KB	3.201×	159.6 ms	336.2 ms	495.8 ms	2.653	15.3 MB	✓ yes
10,000	compas_pb	1.2 MB	2.18×	67.1 ms	180.2 ms	247.3 ms	7.27	11.5 MB	✓ yes
10,000	compas_pb_zip	508.7 KB	5.482×	90.9 ms	183.7 ms	274.6 ms	2.836	12.8 MB	✓ yes
10,000	compas_pb_zstd	485.5 KB	5.743×	86.5 ms	179.3 ms	265.8 ms	2.774	12.8 MB	✓ yes
10,000	compas_msgpack	2.2 MB	1.241×	40.5 ms	358.9 ms	399.4 ms	6.409	22.9 MB	✓ yes
10,000	compas_msgpack_zstd	776.6 KB	3.591×	76.3 ms	361.4 ms	437.7 ms	2.2	25.1 MB	✓ yes

capsules

Round-trip time

1,000 elements

json

38.9 ms

json_zip

46.6 ms

compas_pb

23.4 ms

compas_pb_zip

26.6 ms

compas_pb_zstd

25.8 ms

compas_msgpack

37.3 ms

compas_msgpack_zstd

41.4 ms

10,000 elements

json

399.7 ms

json_zip

469.4 ms

compas_pb

243.7 ms

compas_pb_zip

272.8 ms

compas_pb_zstd

265.3 ms

compas_msgpack

391.0 ms

compas_msgpack_zstd

424.6 ms

Wire size

1,000 elements

json

259.6 KB

json_zip

77.2 KB

compas_pb

122.1 KB

compas_pb_zip

42.5 KB

compas_pb_zstd

40.5 KB

compas_msgpack

215.8 KB

compas_msgpack_zstd

69.2 KB

10,000 elements

json

2.5 MB

json_zip

765.1 KB

compas_pb

1.2 MB

compas_pb_zip

422.7 KB

compas_pb_zstd

407.6 KB

compas_msgpack

2.1 MB

compas_msgpack_zstd

678.7 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	259.6 KB	1.0×	7.6 ms	31.3 ms	38.9 ms	8.484	1.5 MB	✓ yes
1,000	json_zip	77.2 KB	3.363×	13.7 ms	32.9 ms	46.6 ms	2.403	1.5 MB	✓ yes
1,000	compas_pb	122.1 KB	2.127×	6.3 ms	17.2 ms	23.4 ms	7.286	1.1 MB	✓ yes
1,000	compas_pb_zip	42.5 KB	6.104×	8.9 ms	17.7 ms	26.6 ms	2.457	1.2 MB	✓ yes
1,000	compas_pb_zstd	40.5 KB	6.405×	8.3 ms	17.5 ms	25.8 ms	2.37	1.2 MB	✓ yes
1,000	compas_msgpack	215.8 KB	1.203×	3.5 ms	33.8 ms	37.3 ms	6.544	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	69.2 KB	3.752×	7.2 ms	34.3 ms	41.4 ms	2.068	2.5 MB	✓ yes
10,000	json	2.5 MB	1.0×	80.1 ms	319.7 ms	399.7 ms	8.316	14.7 MB	✓ yes
10,000	json_zip	765.1 KB	3.393×	142.1 ms	327.4 ms	469.4 ms	2.393	14.7 MB	✓ yes
10,000	compas_pb	1.2 MB	2.127×	66.1 ms	177.6 ms	243.7 ms	7.037	11.1 MB	✓ yes
10,000	compas_pb_zip	422.7 KB	6.141×	91.2 ms	181.6 ms	272.8 ms	2.384	12.3 MB	✓ yes
10,000	compas_pb_zstd	407.6 KB	6.368×	86.9 ms	178.3 ms	265.3 ms	2.341	12.3 MB	✓ yes
10,000	compas_msgpack	2.1 MB	1.203×	37.5 ms	353.5 ms	391.0 ms	6.252	22.5 MB	✓ yes
10,000	compas_msgpack_zstd	678.7 KB	3.825×	71.2 ms	353.5 ms	424.6 ms	1.966	24.6 MB	✓ yes

circles

Round-trip time

1,000 elements

json

38.8 ms

json_zip

44.3 ms

compas_pb

23.3 ms

compas_pb_zip

26.0 ms

compas_pb_zstd

25.3 ms

compas_msgpack

37.2 ms

compas_msgpack_zstd

40.5 ms

10,000 elements

json

388.5 ms

json_zip

445.0 ms

compas_pb

241.5 ms

compas_pb_zip

266.5 ms

compas_pb_zstd

258.1 ms

compas_msgpack

382.8 ms

compas_msgpack_zstd

411.8 ms

Wire size

1,000 elements

json

231.6 KB

json_zip

66.7 KB

compas_pb

112.3 KB

compas_pb_zip

34.3 KB

compas_pb_zstd

32.3 KB

compas_msgpack

199.2 KB

compas_msgpack_zstd

60.7 KB

10,000 elements

json

2.3 MB

json_zip

661.7 KB

compas_pb

1.1 MB

compas_pb_zip

340.4 KB

compas_pb_zstd

326.9 KB

compas_msgpack

1.9 MB

compas_msgpack_zstd

594.8 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	231.6 KB	1.0×	7.6 ms	31.2 ms	38.8 ms	7.606	1.4 MB	✓ yes
1,000	json_zip	66.7 KB	3.473×	12.1 ms	32.2 ms	44.3 ms	2.123	1.4 MB	✓ yes
1,000	compas_pb	112.3 KB	2.062×	6.2 ms	17.1 ms	23.3 ms	6.722	1.0 MB	✓ yes
1,000	compas_pb_zip	34.3 KB	6.76×	8.3 ms	17.7 ms	26.0 ms	1.985	1.1 MB	✓ yes
1,000	compas_pb_zstd	32.3 KB	7.167×	8.1 ms	17.2 ms	25.3 ms	1.926	1.1 MB	✓ yes
1,000	compas_msgpack	199.2 KB	1.163×	3.4 ms	33.8 ms	37.2 ms	6.044	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	60.7 KB	3.816×	6.3 ms	34.2 ms	40.5 ms	1.817	2.4 MB	✓ yes
10,000	json	2.3 MB	1.0×	74.1 ms	314.4 ms	388.5 ms	7.547	13.6 MB	✓ yes
10,000	json_zip	661.7 KB	3.501×	124.4 ms	320.6 ms	445.0 ms	2.113	13.6 MB	✓ yes
10,000	compas_pb	1.1 MB	2.063×	63.9 ms	177.6 ms	241.5 ms	6.475	10.3 MB	✓ yes
10,000	compas_pb_zip	340.4 KB	6.805×	86.9 ms	179.7 ms	266.5 ms	1.94	11.4 MB	✓ yes
10,000	compas_pb_zstd	326.9 KB	7.086×	81.2 ms	176.9 ms	258.1 ms	1.892	11.4 MB	✓ yes
10,000	compas_msgpack	1.9 MB	1.163×	37.7 ms	345.1 ms	382.8 ms	5.912	21.7 MB	✓ yes
10,000	compas_msgpack_zstd	594.8 KB	3.895×	65.0 ms	346.9 ms	411.8 ms	1.756	23.6 MB	✓ yes

cones

Round-trip time

1,000 elements

json

39.3 ms

json_zip

46.6 ms

compas_pb

23.3 ms

compas_pb_zip

26.3 ms

compas_pb_zstd

25.3 ms

compas_msgpack

37.0 ms

compas_msgpack_zstd

41.6 ms

10,000 elements

json

399.7 ms

json_zip

470.4 ms

compas_pb

240.6 ms

compas_pb_zip

268.7 ms

compas_pb_zstd

258.0 ms

compas_msgpack

387.3 ms

compas_msgpack_zstd

423.0 ms

Wire size

1,000 elements

json

256.5 KB

json_zip

77.2 KB

compas_pb

119.2 KB

compas_pb_zip

42.5 KB

compas_pb_zstd

40.5 KB

compas_msgpack

212.9 KB

compas_msgpack_zstd

69.2 KB

10,000 elements

json

2.5 MB

json_zip

765.4 KB

compas_pb

1.2 MB

compas_pb_zip

422.8 KB

compas_pb_zstd

401.8 KB

compas_msgpack

2.1 MB

compas_msgpack_zstd

678.4 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	256.5 KB	1.0×	7.6 ms	31.7 ms	39.3 ms	8.288	1.5 MB	✓ yes
1,000	json_zip	77.2 KB	3.321×	13.8 ms	32.7 ms	46.6 ms	2.415	1.5 MB	✓ yes
1,000	compas_pb	119.2 KB	2.153×	6.2 ms	17.1 ms	23.3 ms	7.121	1.1 MB	✓ yes
1,000	compas_pb_zip	42.5 KB	6.032×	8.7 ms	17.7 ms	26.3 ms	2.467	1.2 MB	✓ yes
1,000	compas_pb_zstd	40.5 KB	6.337×	8.2 ms	17.1 ms	25.3 ms	2.419	1.2 MB	✓ yes
1,000	compas_msgpack	212.9 KB	1.205×	3.6 ms	33.4 ms	37.0 ms	6.53	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	69.2 KB	3.709×	6.9 ms	34.6 ms	41.6 ms	2.045	2.4 MB	✓ yes
10,000	json	2.5 MB	1.0×	79.9 ms	319.8 ms	399.7 ms	8.213	14.7 MB	✓ yes
10,000	json_zip	765.4 KB	3.351×	142.2 ms	328.2 ms	470.4 ms	2.388	14.7 MB	✓ yes
10,000	compas_pb	1.2 MB	2.153×	66.1 ms	174.5 ms	240.6 ms	6.993	11.1 MB	✓ yes
10,000	compas_pb_zip	422.8 KB	6.067×	87.6 ms	181.1 ms	268.7 ms	2.39	12.3 MB	✓ yes
10,000	compas_pb_zstd	401.8 KB	6.383×	83.6 ms	174.4 ms	258.0 ms	2.359	12.3 MB	✓ yes
10,000	compas_msgpack	2.1 MB	1.205×	39.8 ms	347.5 ms	387.3 ms	6.273	22.5 MB	✓ yes
10,000	compas_msgpack_zstd	678.4 KB	3.78×	70.9 ms	352.2 ms	423.0 ms	1.973	24.6 MB	✓ yes

cylinders

Round-trip time

1,000 elements

json

39.5 ms

json_zip

48.1 ms

compas_pb

23.8 ms

compas_pb_zip

26.2 ms

compas_pb_zstd

25.8 ms

compas_msgpack

37.2 ms

compas_msgpack_zstd

40.3 ms

10,000 elements

json

400.0 ms

json_zip

468.0 ms

compas_pb

240.1 ms

compas_pb_zip

268.1 ms

compas_pb_zstd

253.9 ms

compas_msgpack

384.2 ms

compas_msgpack_zstd

411.4 ms

Wire size

1,000 elements

json

260.4 KB

json_zip

77.4 KB

compas_pb

123.1 KB

compas_pb_zip

42.5 KB

compas_pb_zstd

40.5 KB

compas_msgpack

216.8 KB

compas_msgpack_zstd

69.2 KB

10,000 elements

json

2.5 MB

json_zip

767.8 KB

compas_pb

1.2 MB

compas_pb_zip

423.0 KB

compas_pb_zstd

401.8 KB

compas_msgpack

2.1 MB

compas_msgpack_zstd

678.8 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	260.4 KB	1.0×	7.5 ms	32.0 ms	39.5 ms	8.327	1.5 MB	✓ yes
1,000	json_zip	77.4 KB	3.363×	14.5 ms	33.5 ms	48.1 ms	2.365	1.5 MB	✓ yes
1,000	compas_pb	123.1 KB	2.116×	6.5 ms	17.3 ms	23.8 ms	7.3	1.1 MB	✓ yes
1,000	compas_pb_zip	42.5 KB	6.121×	8.6 ms	17.6 ms	26.2 ms	2.475	1.2 MB	✓ yes
1,000	compas_pb_zstd	40.5 KB	6.434×	8.3 ms	17.5 ms	25.8 ms	2.363	1.2 MB	✓ yes
1,000	compas_msgpack	216.8 KB	1.201×	3.5 ms	33.7 ms	37.2 ms	6.592	2.3 MB	✓ yes
1,000	compas_msgpack_zstd	69.2 KB	3.764×	6.9 ms	33.4 ms	40.3 ms	2.122	2.5 MB	✓ yes
10,000	json	2.5 MB	1.0×	80.8 ms	319.1 ms	400.0 ms	8.355	14.7 MB	✓ yes
10,000	json_zip	767.8 KB	3.391×	142.9 ms	325.1 ms	468.0 ms	2.418	14.8 MB	✓ yes
10,000	compas_pb	1.2 MB	2.116×	65.9 ms	174.3 ms	240.1 ms	7.23	11.1 MB	✓ yes
10,000	compas_pb_zip	423.0 KB	6.156×	87.9 ms	180.2 ms	268.1 ms	2.404	12.3 MB	✓ yes
10,000	compas_pb_zstd	401.8 KB	6.48×	82.4 ms	171.5 ms	253.9 ms	2.4	12.3 MB	✓ yes
10,000	compas_msgpack	2.1 MB	1.201×	39.7 ms	344.6 ms	384.2 ms	6.443	22.5 MB	✓ yes
10,000	compas_msgpack_zstd	678.8 KB	3.836×	69.4 ms	342.0 ms	411.4 ms	2.032	24.7 MB	✓ yes

ellipses

Round-trip time

1,000 elements

json

38.9 ms

json_zip

45.8 ms

compas_pb

23.4 ms

compas_pb_zip

26.6 ms

compas_pb_zstd

25.2 ms

compas_msgpack

36.5 ms

compas_msgpack_zstd

41.1 ms

10,000 elements

json

399.1 ms

json_zip

465.3 ms

compas_pb

239.8 ms

compas_pb_zip

270.2 ms

compas_pb_zstd

259.4 ms

compas_msgpack

380.5 ms

compas_msgpack_zstd

419.3 ms

Wire size

1,000 elements

json

257.6 KB

json_zip

77.2 KB

compas_pb

122.1 KB

compas_pb_zip

42.4 KB

compas_pb_zstd

41.0 KB

compas_msgpack

213.9 KB

compas_msgpack_zstd

69.6 KB

10,000 elements

json

2.5 MB

json_zip

764.6 KB

compas_pb

1.2 MB

compas_pb_zip

421.8 KB

compas_pb_zstd

412.2 KB

compas_msgpack

2.1 MB

compas_msgpack_zstd

681.5 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	257.6 KB	1.0×	7.5 ms	31.4 ms	38.9 ms	8.404	1.4 MB	✓ yes
1,000	json_zip	77.2 KB	3.337×	13.7 ms	32.1 ms	45.8 ms	2.461	1.4 MB	✓ yes
1,000	compas_pb	122.1 KB	2.11×	6.1 ms	17.3 ms	23.4 ms	7.234	1.1 MB	✓ yes
1,000	compas_pb_zip	42.4 KB	6.071×	8.8 ms	17.8 ms	26.6 ms	2.443	1.2 MB	✓ yes
1,000	compas_pb_zstd	41.0 KB	6.283×	8.1 ms	17.1 ms	25.2 ms	2.459	1.2 MB	✓ yes
1,000	compas_msgpack	213.9 KB	1.204×	3.4 ms	33.1 ms	36.5 ms	6.618	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	69.6 KB	3.7×	7.0 ms	34.1 ms	41.1 ms	2.09	2.4 MB	✓ yes
10,000	json	2.5 MB	1.0×	81.7 ms	317.4 ms	399.1 ms	8.31	14.2 MB	✓ yes
10,000	json_zip	764.6 KB	3.369×	143.3 ms	322.0 ms	465.3 ms	2.432	14.3 MB	✓ yes
10,000	compas_pb	1.2 MB	2.11×	64.6 ms	175.2 ms	239.8 ms	7.133	10.7 MB	✓ yes
10,000	compas_pb_zip	421.8 KB	6.107×	90.7 ms	179.5 ms	270.2 ms	2.406	11.9 MB	✓ yes
10,000	compas_pb_zstd	412.2 KB	6.249×	84.1 ms	175.3 ms	259.4 ms	2.408	11.9 MB	✓ yes
10,000	compas_msgpack	2.1 MB	1.204×	38.3 ms	342.2 ms	380.5 ms	6.399	22.1 MB	✓ yes
10,000	compas_msgpack_zstd	681.5 KB	3.78×	72.0 ms	347.3 ms	419.3 ms	2.01	24.1 MB	✓ yes

frames

Round-trip time

1,000 elements

json

25.9 ms

json_zip

39.0 ms

compas_pb

21.5 ms

compas_pb_zip

27.0 ms

compas_pb_zstd

24.6 ms

compas_msgpack

21.6 ms

compas_msgpack_zstd

25.4 ms

10,000 elements

json

268.2 ms

json_zip

400.4 ms

compas_pb

216.3 ms

compas_pb_zip

273.1 ms

compas_pb_zstd

245.1 ms

compas_msgpack

229.1 ms

compas_msgpack_zstd

263.0 ms

Wire size

1,000 elements

json

288.9 KB

json_zip

107.1 KB

compas_pb

137.7 KB

compas_pb_zip

69.8 KB

compas_pb_zstd

68.1 KB

compas_msgpack

175.8 KB

compas_msgpack_zstd

94.4 KB

10,000 elements

json

2.8 MB

json_zip

1.0 MB

compas_pb

1.3 MB

compas_pb_zip

695.9 KB

compas_pb_zstd

690.5 KB

compas_msgpack

1.7 MB

compas_msgpack_zstd

940.9 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	max err	lossless
1,000	json	288.9 KB	1.0×	8.3 ms	17.7 ms	25.9 ms	16.738	1.3 MB	4.4e-16	✗ no
1,000	json_zip	107.1 KB	2.697×	20.1 ms	18.9 ms	39.0 ms	5.803	1.3 MB	4.4e-16	✗ no
1,000	compas_pb	137.7 KB	2.098×	5.8 ms	15.8 ms	21.5 ms	8.945	882.6 KB	4.4e-16	✗ no
1,000	compas_pb_zip	69.8 KB	4.14×	10.8 ms	16.2 ms	27.0 ms	4.419	1021.1 KB	4.4e-16	✗ no
1,000	compas_pb_zstd	68.1 KB	4.241×	8.7 ms	15.9 ms	24.6 ms	4.381	1020.3 KB	4.4e-16	✗ no
1,000	compas_msgpack	175.8 KB	1.644×	3.1 ms	18.6 ms	21.6 ms	9.701	1.8 MB	4.4e-16	✗ no
1,000	compas_msgpack_zstd	94.4 KB	3.06×	6.4 ms	19.0 ms	25.4 ms	5.099	2.0 MB	4.4e-16	✗ no
10,000	json	2.8 MB	1.0×	89.1 ms	179.0 ms	268.2 ms	16.528	12.5 MB	5.6e-16	✗ no
10,000	json_zip	1.0 MB	2.715×	208.8 ms	191.6 ms	400.4 ms	5.69	12.5 MB	5.6e-16	✗ no
10,000	compas_pb	1.3 MB	2.099×	59.0 ms	157.4 ms	216.3 ms	8.961	8.6 MB	5.6e-16	✗ no
10,000	compas_pb_zip	695.9 KB	4.153×	109.8 ms	163.4 ms	273.1 ms	4.362	10.0 MB	5.6e-16	✗ no
10,000	compas_pb_zstd	690.5 KB	4.186×	85.5 ms	159.6 ms	245.1 ms	4.43	10.0 MB	5.6e-16	✗ no
10,000	compas_msgpack	1.7 MB	1.644×	32.0 ms	197.1 ms	229.1 ms	9.132	18.2 MB	5.6e-16	✗ no
10,000	compas_msgpack_zstd	940.9 KB	3.072×	66.9 ms	196.1 ms	263.0 ms	4.912	19.9 MB	5.6e-16	✗ no

graph

Round-trip time

1,000 elements

json

20.9 ms

json_zip

23.9 ms

compas_pb

5.0 ms

compas_pb_zip

6.0 ms

compas_pb_zstd

5.3 ms

compas_msgpack

21.8 ms

compas_msgpack_zstd

22.7 ms

10,000 elements

json

242.5 ms

json_zip

280.0 ms

compas_pb

57.4 ms

compas_pb_zip

67.0 ms

compas_pb_zstd

53.1 ms

compas_msgpack

245.2 ms

compas_msgpack_zstd

260.9 ms

Wire size

1,000 elements

json

74.9 KB

json_zip

23.8 KB

compas_pb

36.3 KB

compas_pb_zip

15.1 KB

compas_pb_zstd

15.7 KB

compas_msgpack

52.6 KB

compas_msgpack_zstd

17.3 KB

10,000 elements

json

775.1 KB

json_zip

208.4 KB

compas_pb

360.2 KB

compas_pb_zip

139.4 KB

compas_pb_zstd

181.5 KB

compas_msgpack

551.6 KB

compas_msgpack_zstd

116.2 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	74.9 KB	1.0×	2.0 ms	19.0 ms	20.9 ms	4.047	1.7 MB	✓ yes
1,000	json_zip	23.8 KB	3.153×	4.9 ms	19.1 ms	23.9 ms	1.275	1.7 MB	✓ yes
1,000	compas_pb	36.3 KB	2.064×	2.0 ms	2.9 ms	5.0 ms	12.681	1.0 MB	✓ yes
1,000	compas_pb_zip	15.1 KB	4.961×	3.0 ms	3.1 ms	6.0 ms	5.04	1.0 MB	✓ yes
1,000	compas_pb_zstd	15.7 KB	4.774×	2.4 ms	3.0 ms	5.3 ms	5.435	1.0 MB	✓ yes
1,000	compas_msgpack	52.6 KB	1.424×	0.8 ms	21.0 ms	21.8 ms	2.565	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	17.3 KB	4.324×	1.9 ms	20.8 ms	22.7 ms	0.852	2.3 MB	✓ yes
10,000	json	775.1 KB	1.0×	19.8 ms	222.8 ms	242.5 ms	3.562	17.0 MB	✓ yes
10,000	json_zip	208.4 KB	3.719×	51.6 ms	228.4 ms	280.0 ms	0.934	17.0 MB	✓ yes
10,000	compas_pb	360.2 KB	2.152×	23.4 ms	34.1 ms	57.4 ms	10.828	10.0 MB	✓ yes
10,000	compas_pb_zip	139.4 KB	5.561×	33.5 ms	33.5 ms	67.0 ms	4.26	10.4 MB	✓ yes
10,000	compas_pb_zstd	181.5 KB	4.271×	22.1 ms	31.0 ms	53.1 ms	5.985	10.4 MB	✓ yes
10,000	compas_msgpack	551.6 KB	1.405×	8.6 ms	236.5 ms	245.2 ms	2.388	21.7 MB	✓ yes
10,000	compas_msgpack_zstd	116.2 KB	6.672×	17.9 ms	243.0 ms	260.9 ms	0.49	22.3 MB	✓ yes

hyperbolas

Round-trip time

1,000 elements

json

38.5 ms

json_zip

46.3 ms

compas_pb

23.4 ms

compas_pb_zip

26.6 ms

compas_pb_zstd

25.4 ms

compas_msgpack

36.8 ms

compas_msgpack_zstd

40.2 ms

10,000 elements

json

399.8 ms

json_zip

468.3 ms

compas_pb

243.3 ms

compas_pb_zip

271.2 ms

compas_pb_zstd

258.7 ms

compas_msgpack

386.3 ms

compas_msgpack_zstd

416.9 ms

Wire size

1,000 elements

json

259.5 KB

json_zip

77.3 KB

compas_pb

124.0 KB

compas_pb_zip

42.4 KB

compas_pb_zstd

41.0 KB

compas_msgpack

215.8 KB

compas_msgpack_zstd

69.5 KB

10,000 elements

json

2.5 MB

json_zip

766.5 KB

compas_pb

1.2 MB

compas_pb_zip

421.8 KB

compas_pb_zstd

407.0 KB

compas_msgpack

2.1 MB

compas_msgpack_zstd

681.5 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	259.5 KB	1.0×	7.5 ms	31.0 ms	38.5 ms	8.567	1.4 MB	✓ yes
1,000	json_zip	77.3 KB	3.356×	14.1 ms	32.2 ms	46.3 ms	2.458	1.4 MB	✓ yes
1,000	compas_pb	124.0 KB	2.092×	6.1 ms	17.3 ms	23.4 ms	7.355	1.1 MB	✓ yes
1,000	compas_pb_zip	42.4 KB	6.116×	8.8 ms	17.8 ms	26.6 ms	2.437	1.2 MB	✓ yes
1,000	compas_pb_zstd	41.0 KB	6.33×	8.1 ms	17.3 ms	25.4 ms	2.431	1.2 MB	✓ yes
1,000	compas_msgpack	215.8 KB	1.203×	3.5 ms	33.3 ms	36.8 ms	6.629	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	69.5 KB	3.735×	6.8 ms	33.4 ms	40.2 ms	2.131	2.4 MB	✓ yes
10,000	json	2.5 MB	1.0×	80.8 ms	319.0 ms	399.8 ms	8.332	14.3 MB	✓ yes
10,000	json_zip	766.5 KB	3.386×	142.3 ms	326.0 ms	468.3 ms	2.407	14.3 MB	✓ yes
10,000	compas_pb	1.2 MB	2.093×	67.6 ms	175.7 ms	243.3 ms	7.229	10.7 MB	✓ yes
10,000	compas_pb_zip	421.8 KB	6.153×	91.0 ms	180.2 ms	271.2 ms	2.397	11.9 MB	✓ yes
10,000	compas_pb_zstd	407.0 KB	6.377×	83.3 ms	175.4 ms	258.7 ms	2.376	11.9 MB	✓ yes
10,000	compas_msgpack	2.1 MB	1.203×	42.3 ms	344.0 ms	386.3 ms	6.424	22.1 MB	✓ yes
10,000	compas_msgpack_zstd	681.5 KB	3.809×	71.5 ms	345.4 ms	416.9 ms	2.02	24.2 MB	✓ yes

lines

Round-trip time

1,000 elements

json

16.3 ms

json_zip

24.4 ms

compas_pb

13.2 ms

compas_pb_zip

16.8 ms

compas_pb_zstd

15.4 ms

compas_msgpack

13.2 ms

compas_msgpack_zstd

16.4 ms

10,000 elements

json

170.4 ms

json_zip

251.9 ms

compas_pb

139.6 ms

compas_pb_zip

172.6 ms

compas_pb_zstd

153.3 ms

compas_msgpack

137.8 ms

compas_msgpack_zstd

166.0 ms

Wire size

1,000 elements

json

213.0 KB

json_zip

84.9 KB

compas_pb

106.5 KB

compas_pb_zip

50.6 KB

compas_pb_zstd

49.0 KB

compas_msgpack

139.7 KB

compas_msgpack_zstd

76.7 KB

10,000 elements

json

2.1 MB

json_zip

842.6 KB

compas_pb

1.0 MB

compas_pb_zip

503.6 KB

compas_pb_zstd

486.6 KB

compas_msgpack

1.4 MB

compas_msgpack_zstd

751.3 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	213.0 KB	1.0×	7.7 ms	8.7 ms	16.3 ms	25.137	997.0 KB	✓ yes
1,000	json_zip	84.9 KB	2.508×	15.0 ms	9.4 ms	24.4 ms	9.256	1006.1 KB	✓ yes
1,000	compas_pb	106.5 KB	2.001×	6.1 ms	7.1 ms	13.2 ms	15.329	663.3 KB	✓ yes
1,000	compas_pb_zip	50.6 KB	4.211×	9.2 ms	7.6 ms	16.8 ms	6.849	770.5 KB	✓ yes
1,000	compas_pb_zstd	49.0 KB	4.348×	8.4 ms	7.1 ms	15.4 ms	7.069	769.8 KB	✓ yes
1,000	compas_msgpack	139.7 KB	1.525×	4.0 ms	9.2 ms	13.2 ms	15.5	1.5 MB	✓ yes
1,000	compas_msgpack_zstd	76.7 KB	2.777×	6.9 ms	9.5 ms	16.4 ms	8.242	1.6 MB	✓ yes
10,000	json	2.1 MB	1.0×	79.4 ms	91.0 ms	170.4 ms	23.969	9.6 MB	✓ yes
10,000	json_zip	842.6 KB	2.528×	153.5 ms	98.4 ms	251.9 ms	8.77	9.6 MB	✓ yes
10,000	compas_pb	1.0 MB	2.001×	64.7 ms	74.9 ms	139.6 ms	14.553	6.5 MB	✓ yes
10,000	compas_pb_zip	503.6 KB	4.23×	94.8 ms	77.8 ms	172.6 ms	6.633	7.5 MB	✓ yes
10,000	compas_pb_zstd	486.6 KB	4.378×	79.8 ms	73.5 ms	153.3 ms	6.781	7.5 MB	✓ yes
10,000	compas_msgpack	1.4 MB	1.525×	40.5 ms	97.3 ms	137.8 ms	14.701	14.6 MB	✓ yes
10,000	compas_msgpack_zstd	751.3 KB	2.835×	67.0 ms	99.0 ms	166.0 ms	7.773	16.0 MB	✓ yes

mesh

Round-trip time

1,000 elements

json

6.3 ms

json_zip

10.2 ms

compas_pb

5.0 ms

compas_pb_zip

6.1 ms

compas_pb_zstd

5.7 ms

compas_msgpack

7.1 ms

compas_msgpack_zstd

8.2 ms

10,000 elements

json

66.6 ms

json_zip

112.9 ms

compas_pb

51.0 ms

compas_pb_zip

66.9 ms

compas_pb_zstd

58.3 ms

compas_msgpack

81.7 ms

compas_msgpack_zstd

86.5 ms

Wire size

1,000 elements

json

80.2 KB

json_zip

27.4 KB

compas_pb

32.1 KB

compas_pb_zip

15.9 KB

compas_pb_zstd

15.8 KB

compas_msgpack

57.3 KB

compas_msgpack_zstd

24.5 KB

10,000 elements

json

864.1 KB

json_zip

238.1 KB

compas_pb

320.3 KB

compas_pb_zip

158.5 KB

compas_pb_zstd

168.6 KB

compas_msgpack

606.5 KB

compas_msgpack_zstd

198.8 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	80.2 KB	1.0×	1.8 ms	4.5 ms	6.3 ms	18.202	1.4 MB	✓ yes
1,000	json_zip	27.4 KB	2.929×	5.4 ms	4.8 ms	10.2 ms	5.799	1.4 MB	✓ yes
1,000	compas_pb	32.1 KB	2.496×	1.2 ms	3.8 ms	5.0 ms	8.59	816.9 KB	✓ yes
1,000	compas_pb_zip	15.9 KB	5.031×	2.1 ms	3.9 ms	6.1 ms	4.141	850.2 KB	✓ yes
1,000	compas_pb_zstd	15.8 KB	5.07×	1.9 ms	3.8 ms	5.7 ms	4.237	849.0 KB	✓ yes
1,000	compas_msgpack	57.3 KB	1.4×	0.5 ms	6.6 ms	7.1 ms	8.957	1.7 MB	✓ yes
1,000	compas_msgpack_zstd	24.5 KB	3.268×	1.6 ms	6.6 ms	8.2 ms	3.813	1.8 MB	✓ yes
10,000	json	864.1 KB	1.0×	18.4 ms	48.2 ms	66.6 ms	18.37	13.9 MB	✓ yes
10,000	json_zip	238.1 KB	3.629×	61.8 ms	51.1 ms	112.9 ms	4.769	13.9 MB	✓ yes
10,000	compas_pb	320.3 KB	2.698×	11.9 ms	39.1 ms	51.0 ms	8.389	7.9 MB	✓ yes
10,000	compas_pb_zip	158.5 KB	5.453×	24.6 ms	42.3 ms	66.9 ms	3.834	8.2 MB	✓ yes
10,000	compas_pb_zstd	168.6 KB	5.125×	16.6 ms	41.7 ms	58.3 ms	4.142	8.2 MB	✓ yes
10,000	compas_msgpack	606.5 KB	1.425×	4.9 ms	76.9 ms	81.7 ms	8.081	17.6 MB	✓ yes
10,000	compas_msgpack_zstd	198.8 KB	4.348×	12.7 ms	73.8 ms	86.5 ms	2.756	18.2 MB	✓ yes

mesh_attrs

Round-trip time

1,000 elements

json

7.1 ms

json_zip

12.4 ms

compas_pb

5.3 ms

compas_pb_zip

6.8 ms

compas_pb_zstd

6.1 ms

compas_msgpack

7.3 ms

compas_msgpack_zstd

9.0 ms

10,000 elements

json

77.3 ms

json_zip

134.1 ms

compas_pb

55.8 ms

compas_pb_zip

71.7 ms

compas_pb_zstd

60.6 ms

compas_msgpack

80.9 ms

compas_msgpack_zstd

92.3 ms

Wire size

1,000 elements

json

109.5 KB

json_zip

37.2 KB

compas_pb

40.2 KB

compas_pb_zip

23.7 KB

compas_pb_zstd

23.7 KB

compas_msgpack

74.3 KB

compas_msgpack_zstd

33.0 KB

10,000 elements

json

1.1 MB

json_zip

338.9 KB

compas_pb

398.5 KB

compas_pb_zip

232.9 KB

compas_pb_zstd

233.3 KB

compas_msgpack

772.5 KB

compas_msgpack_zstd

275.5 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	109.5 KB	1.0×	2.3 ms	4.8 ms	7.1 ms	23.236	1.4 MB	✓ yes
1,000	json_zip	37.2 KB	2.942×	7.1 ms	5.4 ms	12.4 ms	7.115	1.4 MB	✓ yes
1,000	compas_pb	40.2 KB	2.726×	1.4 ms	4.0 ms	5.3 ms	10.355	896.6 KB	✓ yes
1,000	compas_pb_zip	23.7 KB	4.611×	2.5 ms	4.2 ms	6.8 ms	5.727	938.0 KB	✓ yes
1,000	compas_pb_zstd	23.7 KB	4.618×	2.0 ms	4.0 ms	6.1 ms	6.044	936.8 KB	✓ yes
1,000	compas_msgpack	74.3 KB	1.474×	0.5 ms	6.8 ms	7.3 ms	11.166	1.8 MB	✓ yes
1,000	compas_msgpack_zstd	33.0 KB	3.317×	2.1 ms	6.9 ms	9.0 ms	4.892	1.8 MB	✓ yes
10,000	json	1.1 MB	1.0×	23.0 ms	54.3 ms	77.3 ms	21.701	14.4 MB	✓ yes
10,000	json_zip	338.9 KB	3.393×	77.3 ms	56.9 ms	134.1 ms	6.103	14.4 MB	✓ yes
10,000	compas_pb	398.5 KB	2.886×	13.3 ms	42.5 ms	55.8 ms	9.6	8.6 MB	✓ yes
10,000	compas_pb_zip	232.9 KB	4.936×	28.4 ms	43.3 ms	71.7 ms	5.507	9.0 MB	✓ yes
10,000	compas_pb_zstd	233.3 KB	4.929×	18.5 ms	42.2 ms	60.6 ms	5.665	9.0 MB	✓ yes
10,000	compas_msgpack	772.5 KB	1.489×	5.0 ms	75.9 ms	80.9 ms	10.42	17.8 MB	✓ yes
10,000	compas_msgpack_zstd	275.5 KB	4.175×	17.1 ms	75.2 ms	92.3 ms	3.752	18.6 MB	✓ yes

parabolas

Round-trip time

1,000 elements

json

37.4 ms

json_zip

43.3 ms

compas_pb

22.9 ms

compas_pb_zip

25.1 ms

compas_pb_zstd

24.8 ms

compas_msgpack

36.2 ms

compas_msgpack_zstd

39.3 ms

10,000 elements

json

386.7 ms

json_zip

442.5 ms

compas_pb

237.5 ms

compas_pb_zip

263.0 ms

compas_pb_zstd

254.1 ms

compas_msgpack

381.2 ms

compas_msgpack_zstd

411.0 ms

Wire size

1,000 elements

json

232.9 KB

json_zip

66.6 KB

compas_pb

114.3 KB

compas_pb_zip

34.2 KB

compas_pb_zstd

32.6 KB

compas_msgpack

200.2 KB

compas_msgpack_zstd

60.8 KB

10,000 elements

json

2.3 MB

json_zip

661.0 KB

compas_pb

1.1 MB

compas_pb_zip

339.8 KB

compas_pb_zstd

324.9 KB

compas_msgpack

2.0 MB

compas_msgpack_zstd

607.7 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	232.9 KB	1.0×	6.9 ms	30.5 ms	37.4 ms	7.818	1.4 MB	✓ yes
1,000	json_zip	66.6 KB	3.497×	11.9 ms	31.4 ms	43.3 ms	2.174	1.4 MB	✓ yes
1,000	compas_pb	114.3 KB	2.039×	6.1 ms	16.8 ms	22.9 ms	6.954	1.0 MB	✓ yes
1,000	compas_pb_zip	34.2 KB	6.806×	8.2 ms	16.9 ms	25.1 ms	2.07	1.1 MB	✓ yes
1,000	compas_pb_zstd	32.6 KB	7.139×	7.8 ms	17.0 ms	24.8 ms	1.967	1.1 MB	✓ yes
1,000	compas_msgpack	200.2 KB	1.164×	3.4 ms	32.8 ms	36.2 ms	6.255	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	60.8 KB	3.834×	6.3 ms	33.0 ms	39.3 ms	1.886	2.4 MB	✓ yes
10,000	json	2.3 MB	1.0×	74.2 ms	312.5 ms	386.7 ms	7.632	13.6 MB	✓ yes
10,000	json_zip	661.0 KB	3.524×	124.0 ms	318.4 ms	442.5 ms	2.126	13.6 MB	✓ yes
10,000	compas_pb	1.1 MB	2.039×	64.4 ms	173.0 ms	237.5 ms	6.761	10.3 MB	✓ yes
10,000	compas_pb_zip	339.8 KB	6.854×	85.2 ms	177.8 ms	263.0 ms	1.957	11.4 MB	✓ yes
10,000	compas_pb_zstd	324.9 KB	7.169×	79.0 ms	175.2 ms	254.1 ms	1.899	11.4 MB	✓ yes
10,000	compas_msgpack	2.0 MB	1.163×	36.5 ms	344.7 ms	381.2 ms	5.947	21.7 MB	✓ yes
10,000	compas_msgpack_zstd	607.7 KB	3.833×	67.5 ms	343.6 ms	411.0 ms	1.811	23.7 MB	✓ yes

planes

Round-trip time

1,000 elements

json

14.7 ms

json_zip

23.9 ms

compas_pb

11.7 ms

compas_pb_zip

14.8 ms

compas_pb_zstd

13.3 ms

compas_msgpack

11.7 ms

compas_msgpack_zstd

15.1 ms

10,000 elements

json

154.9 ms

json_zip

246.9 ms

compas_pb

121.6 ms

compas_pb_zip

152.0 ms

compas_pb_zstd

141.3 ms

compas_msgpack

134.3 ms

compas_msgpack_zstd

156.9 ms

Wire size

1,000 elements

json

219.9 KB

json_zip

85.4 KB

compas_pb

107.4 KB

compas_pb_zip

51.1 KB

compas_pb_zstd

49.4 KB

compas_msgpack

143.6 KB

compas_msgpack_zstd

77.5 KB

10,000 elements

json

2.1 MB

json_zip

846.3 KB

compas_pb

1.0 MB

compas_pb_zip

508.5 KB

compas_pb_zstd

497.0 KB

compas_msgpack

1.4 MB

compas_msgpack_zstd

762.0 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	max err	lossless
1,000	json	219.9 KB	1.0×	6.4 ms	8.4 ms	14.7 ms	26.877	950.9 KB	2.2e-16	✗ no
1,000	json_zip	85.4 KB	2.575×	14.5 ms	9.4 ms	23.9 ms	9.33	967.5 KB	2.2e-16	✗ no
1,000	compas_pb	107.4 KB	2.046×	4.9 ms	6.8 ms	11.7 ms	16.173	616.4 KB	2.2e-16	✗ no
1,000	compas_pb_zip	51.1 KB	4.305×	7.5 ms	7.2 ms	14.8 ms	7.235	724.8 KB	2.2e-16	✗ no
1,000	compas_pb_zstd	49.4 KB	4.448×	6.4 ms	6.9 ms	13.3 ms	7.33	723.9 KB	2.2e-16	✗ no
1,000	compas_msgpack	143.6 KB	1.532×	2.6 ms	9.1 ms	11.7 ms	16.136	1.4 MB	2.2e-16	✗ no
1,000	compas_msgpack_zstd	77.5 KB	2.838×	5.6 ms	9.5 ms	15.1 ms	8.308	1.5 MB	2.2e-16	✗ no
10,000	json	2.1 MB	1.0×	65.7 ms	89.2 ms	154.9 ms	25.245	9.2 MB	2.2e-16	✗ no
10,000	json_zip	846.3 KB	2.599×	147.6 ms	99.3 ms	246.9 ms	8.731	9.2 MB	2.2e-16	✗ no
10,000	compas_pb	1.0 MB	2.047×	50.0 ms	71.5 ms	121.6 ms	15.376	6.0 MB	2.2e-16	✗ no
10,000	compas_pb_zip	508.5 KB	4.325×	76.5 ms	75.6 ms	152.0 ms	6.89	7.1 MB	2.2e-16	✗ no
10,000	compas_pb_zstd	497.0 KB	4.425×	67.8 ms	73.6 ms	141.3 ms	6.917	7.1 MB	2.2e-16	✗ no
10,000	compas_msgpack	1.4 MB	1.532×	29.4 ms	105.0 ms	134.3 ms	14.006	14.2 MB	2.2e-16	✗ no
10,000	compas_msgpack_zstd	762.0 KB	2.886×	55.4 ms	101.5 ms	156.9 ms	7.685	15.6 MB	2.2e-16	✗ no

pointcloud

Round-trip time

10,000 elements

json

33.3 ms

json_zip

76.1 ms

compas_pb

12.9 ms

compas_pb_zip

23.0 ms

compas_pb_zstd

13.6 ms

compas_msgpack

23.6 ms

compas_msgpack_zstd

25.9 ms

100,000 elements

json

395.6 ms

json_zip

824.0 ms

compas_pb

227.1 ms

compas_pb_zip

321.3 ms

compas_pb_zstd

232.3 ms

compas_msgpack

349.2 ms

compas_msgpack_zstd

401.7 ms

Wire size

10,000 elements

json

567.0 KB

json_zip

274.2 KB

compas_pb

234.4 KB

compas_pb_zip

223.4 KB

compas_pb_zstd

222.4 KB

compas_msgpack

273.5 KB

compas_msgpack_zstd

244.9 KB

100,000 elements

json

5.5 MB

json_zip

2.7 MB

compas_pb

2.3 MB

compas_pb_zip

2.2 MB

compas_pb_zstd

2.2 MB

compas_msgpack

2.7 MB

compas_msgpack_zstd

2.3 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
10,000	json	567.0 KB	1.0×	18.0 ms	15.2 ms	33.3 ms	38.099	3.8 MB	✓ yes
10,000	json_zip	274.2 KB	2.068×	57.7 ms	18.4 ms	76.1 ms	15.252	3.8 MB	✓ yes
10,000	compas_pb	234.4 KB	2.419×	3.1 ms	9.8 ms	12.9 ms	24.478	3.1 MB	✓ yes
10,000	compas_pb_zip	223.4 KB	2.538×	12.1 ms	10.9 ms	23.0 ms	20.989	3.4 MB	✓ yes
10,000	compas_pb_zstd	222.4 KB	2.549×	3.5 ms	10.1 ms	13.6 ms	22.477	3.4 MB	✓ yes
10,000	compas_msgpack	273.5 KB	2.073×	3.5 ms	20.1 ms	23.6 ms	13.952	4.1 MB	✓ yes
10,000	compas_msgpack_zstd	244.9 KB	2.315×	5.6 ms	20.3 ms	25.9 ms	12.366	4.3 MB	✓ yes
100,000	json	5.5 MB	1.0×	201.7 ms	193.9 ms	395.6 ms	29.938	37.6 MB	✓ yes
100,000	json_zip	2.7 MB	2.079×	610.4 ms	213.6 ms	824.0 ms	13.074	37.6 MB	✓ yes
100,000	compas_pb	2.3 MB	2.419×	34.8 ms	192.2 ms	227.1 ms	12.485	31.3 MB	✓ yes
100,000	compas_pb_zip	2.2 MB	2.539×	125.0 ms	196.3 ms	321.3 ms	11.648	33.6 MB	✓ yes
100,000	compas_pb_zstd	2.2 MB	2.549×	40.3 ms	192.0 ms	232.3 ms	11.862	33.6 MB	✓ yes
100,000	compas_msgpack	2.7 MB	2.073×	60.0 ms	289.2 ms	349.2 ms	9.682	40.4 MB	✓ yes
100,000	compas_msgpack_zstd	2.3 MB	2.362×	101.3 ms	300.3 ms	401.7 ms	8.182	43.1 MB	✓ yes

points

Round-trip time

1,000 elements

json

8.3 ms

json_zip

13.2 ms

compas_pb

6.7 ms

compas_pb_zip

8.4 ms

compas_pb_zstd

7.7 ms

compas_msgpack

6.5 ms

compas_msgpack_zstd

8.6 ms

10,000 elements

json

86.2 ms

json_zip

133.1 ms

compas_pb

70.7 ms

compas_pb_zip

85.9 ms

compas_pb_zstd

79.8 ms

compas_msgpack

67.1 ms

compas_msgpack_zstd

88.0 ms

Wire size

1,000 elements

json

141.7 KB

json_zip

54.7 KB

compas_pb

77.2 KB

compas_pb_zip

25.5 KB

compas_pb_zstd

24.4 KB

compas_msgpack

102.5 KB

compas_msgpack_zstd

50.7 KB

10,000 elements

json

1.4 MB

json_zip

539.9 KB

compas_pb

771.5 KB

compas_pb_zip

252.6 KB

compas_pb_zstd

241.6 KB

compas_msgpack

1.0 MB

compas_msgpack_zstd

499.7 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	141.7 KB	1.0×	4.0 ms	4.3 ms	8.3 ms	33.583	503.9 KB	✓ yes
1,000	json_zip	54.7 KB	2.591×	8.2 ms	4.9 ms	13.2 ms	11.324	589.6 KB	✓ yes
1,000	compas_pb	77.2 KB	1.836×	3.7 ms	3.0 ms	6.7 ms	25.967	233.5 KB	✓ yes
1,000	compas_pb_zip	25.5 KB	5.559×	5.0 ms	3.4 ms	8.4 ms	7.727	311.4 KB	✓ yes
1,000	compas_pb_zstd	24.4 KB	5.812×	4.6 ms	3.1 ms	7.7 ms	8.029	310.7 KB	✓ yes
1,000	compas_msgpack	102.5 KB	1.382×	2.0 ms	4.5 ms	6.5 ms	23.583	739.9 KB	✓ yes
1,000	compas_msgpack_zstd	50.7 KB	2.796×	4.0 ms	4.6 ms	8.6 ms	11.393	834.6 KB	✓ yes
10,000	json	1.4 MB	1.0×	41.5 ms	44.7 ms	86.2 ms	32.45	4.7 MB	✓ yes
10,000	json_zip	539.9 KB	2.624×	83.2 ms	49.8 ms	133.1 ms	11.09	7.3 MB	✓ yes
10,000	compas_pb	771.5 KB	1.836×	38.4 ms	32.3 ms	70.7 ms	24.488	2.3 MB	✓ yes
10,000	compas_pb_zip	252.6 KB	5.609×	51.4 ms	34.5 ms	85.9 ms	7.494	3.0 MB	✓ yes
10,000	compas_pb_zstd	241.6 KB	5.863×	47.5 ms	32.3 ms	79.8 ms	7.664	3.0 MB	✓ yes
10,000	compas_msgpack	1.0 MB	1.381×	20.6 ms	46.5 ms	67.1 ms	22.571	7.2 MB	✓ yes
10,000	compas_msgpack_zstd	499.7 KB	2.835×	40.2 ms	47.8 ms	88.0 ms	10.711	8.2 MB	✓ yes

polygons

Round-trip time

1,000 elements

json

34.9 ms

json_zip

59.3 ms

compas_pb

23.2 ms

compas_pb_zip

28.7 ms

compas_pb_zstd

26.1 ms

compas_msgpack

27.3 ms

compas_msgpack_zstd

32.8 ms

10,000 elements

json

355.6 ms

json_zip

601.7 ms

compas_pb

240.7 ms

compas_pb_zip

303.3 ms

compas_pb_zstd

270.6 ms

compas_msgpack

320.1 ms

compas_msgpack_zstd

343.3 ms

Wire size

1,000 elements

json

439.6 KB

json_zip

197.8 KB

compas_pb

199.2 KB

compas_pb_zip

136.2 KB

compas_pb_zstd

134.9 KB

compas_msgpack

250.0 KB

compas_msgpack_zstd

174.0 KB

10,000 elements

json

4.3 MB

json_zip

1.9 MB

compas_pb

1.9 MB

compas_pb_zip

1.3 MB

compas_pb_zstd

1.3 MB

compas_msgpack

2.4 MB

compas_msgpack_zstd

1.7 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	439.6 KB	1.0×	13.5 ms	21.4 ms	34.9 ms	20.991	2.2 MB	✓ yes
1,000	json_zip	197.8 KB	2.223×	35.9 ms	23.4 ms	59.3 ms	8.637	2.3 MB	✓ yes
1,000	compas_pb	199.2 KB	2.206×	6.5 ms	16.7 ms	23.2 ms	12.213	1.7 MB	✓ yes
1,000	compas_pb_zip	136.2 KB	3.229×	12.0 ms	16.8 ms	28.7 ms	8.311	1.9 MB	✓ yes
1,000	compas_pb_zstd	134.9 KB	3.258×	9.9 ms	16.2 ms	26.1 ms	8.517	1.9 MB	✓ yes
1,000	compas_msgpack	250.0 KB	1.758×	3.8 ms	23.5 ms	27.3 ms	10.916	2.8 MB	✓ yes
1,000	compas_msgpack_zstd	174.0 KB	2.527×	9.1 ms	23.7 ms	32.8 ms	7.511	3.1 MB	✓ yes
10,000	json	4.3 MB	1.0×	140.2 ms	215.4 ms	355.6 ms	20.909	22.4 MB	✓ yes
10,000	json_zip	1.9 MB	2.233×	369.4 ms	232.4 ms	601.7 ms	8.679	22.4 MB	✓ yes
10,000	compas_pb	1.9 MB	2.207×	71.9 ms	168.8 ms	240.7 ms	12.086	17.0 MB	✓ yes
10,000	compas_pb_zip	1.3 MB	3.234×	124.6 ms	178.7 ms	303.3 ms	7.792	19.0 MB	✓ yes
10,000	compas_pb_zstd	1.3 MB	3.268×	98.2 ms	172.4 ms	270.6 ms	7.99	19.0 MB	✓ yes
10,000	compas_msgpack	2.4 MB	1.759×	44.3 ms	275.8 ms	320.1 ms	9.283	28.5 MB	✓ yes
10,000	compas_msgpack_zstd	1.7 MB	2.51×	88.5 ms	254.9 ms	343.3 ms	7.038	31.0 MB	✓ yes

polyhedrons

Round-trip time

1,000 elements

json

18.6 ms

json_zip

34.3 ms

compas_pb

17.1 ms

compas_pb_zip

22.0 ms

compas_pb_zstd

20.2 ms

compas_msgpack

17.1 ms

compas_msgpack_zstd

21.4 ms

10,000 elements

json

199.8 ms

json_zip

354.0 ms

compas_pb

181.7 ms

compas_pb_zip

220.1 ms

compas_pb_zstd

204.3 ms

compas_msgpack

189.0 ms

compas_msgpack_zstd

250.5 ms

Wire size

1,000 elements

json

372.3 KB

json_zip

143.5 KB

compas_pb

180.7 KB

compas_pb_zip

91.5 KB

compas_pb_zstd

90.3 KB

compas_msgpack

222.7 KB

compas_msgpack_zstd

126.2 KB

10,000 elements

json

3.6 MB

json_zip

1.4 MB

compas_pb

1.8 MB

compas_pb_zip

912.9 KB

compas_pb_zstd

907.3 KB

compas_msgpack

2.2 MB

compas_msgpack_zstd

1.2 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	372.3 KB	1.0×	9.8 ms	8.9 ms	18.6 ms	42.907	1.7 MB	✓ yes
1,000	json_zip	143.5 KB	2.595×	23.9 ms	10.4 ms	34.3 ms	14.116	1.9 MB	✓ yes
1,000	compas_pb	180.7 KB	2.06×	7.9 ms	9.2 ms	17.1 ms	20.05	1.2 MB	✓ yes
1,000	compas_pb_zip	91.5 KB	4.069×	12.1 ms	9.8 ms	22.0 ms	9.542	1.4 MB	✓ yes
1,000	compas_pb_zstd	90.3 KB	4.123×	11.1 ms	9.1 ms	20.2 ms	10.204	1.4 MB	✓ yes
1,000	compas_msgpack	222.7 KB	1.672×	2.2 ms	14.9 ms	17.1 ms	15.269	2.6 MB	✓ yes
1,000	compas_msgpack_zstd	126.2 KB	2.949×	6.3 ms	15.2 ms	21.4 ms	8.532	2.9 MB	✓ yes
10,000	json	3.6 MB	1.0×	107.9 ms	91.9 ms	199.8 ms	41.46	17.3 MB	✓ yes
10,000	json_zip	1.4 MB	2.61×	249.3 ms	104.7 ms	354.0 ms	13.957	17.3 MB	✓ yes
10,000	compas_pb	1.8 MB	2.061×	90.1 ms	91.6 ms	181.7 ms	20.189	12.3 MB	✓ yes
10,000	compas_pb_zip	912.9 KB	4.078×	124.6 ms	95.5 ms	220.1 ms	9.79	14.0 MB	✓ yes
10,000	compas_pb_zstd	907.3 KB	4.103×	112.4 ms	91.9 ms	204.3 ms	10.106	14.0 MB	✓ yes
10,000	compas_msgpack	2.2 MB	1.672×	26.6 ms	162.4 ms	189.0 ms	14.043	26.4 MB	✓ yes
10,000	compas_msgpack_zstd	1.2 MB	2.946×	64.6 ms	185.9 ms	250.5 ms	6.959	28.6 MB	✓ yes

polylines

Round-trip time

1,000 elements

json

33.8 ms

json_zip

66.6 ms

compas_pb

18.0 ms

compas_pb_zip

26.7 ms

compas_pb_zstd

22.5 ms

compas_msgpack

24.1 ms

compas_msgpack_zstd

30.0 ms

10,000 elements

json

355.6 ms

json_zip

681.6 ms

compas_pb

195.0 ms

compas_pb_zip

279.6 ms

compas_pb_zstd

232.2 ms

compas_msgpack

268.6 ms

compas_msgpack_zstd

335.3 ms

Wire size

1,000 elements

json

554.0 KB

json_zip

253.5 KB

compas_pb

247.1 KB

compas_pb_zip

180.9 KB

compas_pb_zstd

179.5 KB

compas_msgpack

305.7 KB

compas_msgpack_zstd

228.7 KB

10,000 elements

json

5.4 MB

json_zip

2.5 MB

compas_pb

2.4 MB

compas_pb_zip

1.8 MB

compas_pb_zstd

1.7 MB

compas_msgpack

3.0 MB

compas_msgpack_zstd

2.2 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	554.0 KB	1.0×	17.0 ms	16.8 ms	33.8 ms	33.752	2.7 MB	✓ yes
1,000	json_zip	253.5 KB	2.186×	47.6 ms	19.1 ms	66.6 ms	13.617	2.7 MB	✓ yes
1,000	compas_pb	247.1 KB	2.242×	7.3 ms	10.7 ms	18.0 ms	23.596	2.0 MB	✓ yes
1,000	compas_pb_zip	180.9 KB	3.063×	15.0 ms	11.8 ms	26.7 ms	15.736	2.3 MB	✓ yes
1,000	compas_pb_zstd	179.5 KB	3.087×	11.5 ms	11.1 ms	22.5 ms	16.596	2.3 MB	✓ yes
1,000	compas_msgpack	305.7 KB	1.813×	4.5 ms	19.6 ms	24.1 ms	15.988	3.4 MB	✓ yes
1,000	compas_msgpack_zstd	228.7 KB	2.423×	9.0 ms	20.9 ms	30.0 ms	11.182	3.7 MB	✓ yes
10,000	json	5.4 MB	1.0×	177.9 ms	177.7 ms	355.6 ms	31.927	26.9 MB	✓ yes
10,000	json_zip	2.5 MB	2.195×	485.1 ms	196.5 ms	681.6 ms	13.157	26.9 MB	✓ yes
10,000	compas_pb	2.4 MB	2.243×	78.8 ms	116.3 ms	195.0 ms	21.761	20.4 MB	✓ yes
10,000	compas_pb_zip	1.8 MB	3.066×	151.9 ms	127.7 ms	279.6 ms	14.49	22.9 MB	✓ yes
10,000	compas_pb_zstd	1.7 MB	3.095×	113.6 ms	118.6 ms	232.2 ms	15.461	22.9 MB	✓ yes
10,000	compas_msgpack	3.0 MB	1.813×	50.9 ms	217.6 ms	268.6 ms	14.382	33.7 MB	✓ yes
10,000	compas_msgpack_zstd	2.2 MB	2.478×	105.1 ms	230.2 ms	335.3 ms	9.945	36.7 MB	✓ yes

projections

Round-trip time

1,000 elements

json

10.5 ms

json_zip

13.5 ms

compas_pb

9.7 ms

compas_pb_zip

12.1 ms

compas_pb_zstd

11.2 ms

compas_msgpack

12.3 ms

compas_msgpack_zstd

15.2 ms

10,000 elements

json

112.7 ms

json_zip

144.5 ms

compas_pb

107.4 ms

compas_pb_zip

125.2 ms

compas_pb_zstd

120.0 ms

compas_msgpack

129.2 ms

compas_msgpack_zstd

156.6 ms

Wire size

1,000 elements

json

188.1 KB

json_zip

35.6 KB

compas_pb

186.5 KB

compas_pb_zip

11.7 KB

compas_pb_zstd

8.8 KB

compas_msgpack

233.4 KB

compas_msgpack_zstd

33.8 KB

10,000 elements

json

1.8 MB

json_zip

352.6 KB

compas_pb

1.8 MB

compas_pb_zip

114.3 KB

compas_pb_zstd

86.0 KB

compas_msgpack

2.3 MB

compas_msgpack_zstd

326.0 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	188.1 KB	1.0×	4.9 ms	5.6 ms	10.5 ms	34.199	1.2 MB	✓ yes
1,000	json_zip	35.6 KB	5.288×	7.7 ms	5.8 ms	13.5 ms	6.257	1.2 MB	✓ yes
1,000	compas_pb	186.5 KB	1.009×	4.8 ms	4.9 ms	9.7 ms	39.245	901.2 KB	✓ yes
1,000	compas_pb_zip	11.7 KB	16.112×	7.0 ms	5.2 ms	12.1 ms	2.303	1.1 MB	✓ yes
1,000	compas_pb_zstd	8.8 KB	21.422×	6.5 ms	4.7 ms	11.2 ms	1.918	1.1 MB	✓ yes
1,000	compas_msgpack	233.4 KB	0.806×	1.9 ms	10.3 ms	12.3 ms	23.151	1.9 MB	✓ yes
1,000	compas_msgpack_zstd	33.8 KB	5.57×	4.7 ms	10.5 ms	15.2 ms	3.286	2.1 MB	✓ yes
10,000	json	1.8 MB	1.0×	55.6 ms	57.1 ms	112.7 ms	33.761	11.7 MB	✓ yes
10,000	json_zip	352.6 KB	5.337×	83.1 ms	61.4 ms	144.5 ms	5.879	11.7 MB	✓ yes
10,000	compas_pb	1.8 MB	1.009×	58.6 ms	48.7 ms	107.4 ms	39.197	8.8 MB	✓ yes
10,000	compas_pb_zip	114.3 KB	16.461×	73.7 ms	51.6 ms	125.2 ms	2.27	10.7 MB	✓ yes
10,000	compas_pb_zstd	86.0 KB	21.883×	71.1 ms	48.9 ms	120.0 ms	1.8	10.7 MB	✓ yes
10,000	compas_msgpack	2.3 MB	0.806×	21.4 ms	107.8 ms	129.2 ms	22.175	19.1 MB	✓ yes
10,000	compas_msgpack_zstd	326.0 KB	5.772×	46.9 ms	109.7 ms	156.6 ms	3.043	21.3 MB	✓ yes

quaternions

Round-trip time

1,000 elements

json

9.6 ms

json_zip

16.5 ms

compas_pb

7.1 ms

compas_pb_zip

8.7 ms

compas_pb_zstd

8.1 ms

compas_msgpack

7.1 ms

compas_msgpack_zstd

10.0 ms

10,000 elements

json

99.1 ms

json_zip

168.8 ms

compas_pb

73.6 ms

compas_pb_zip

92.2 ms

compas_pb_zstd

86.0 ms

compas_msgpack

79.9 ms

compas_msgpack_zstd

103.6 ms

Wire size

1,000 elements

json

185.4 KB

json_zip

65.3 KB

compas_pb

90.8 KB

compas_pb_zip

33.8 KB

compas_pb_zstd

33.0 KB

compas_msgpack

124.0 KB

compas_msgpack_zstd

58.4 KB

10,000 elements

json

1.8 MB

json_zip

646.3 KB

compas_pb

908.2 KB

compas_pb_zip

335.7 KB

compas_pb_zstd

327.5 KB

compas_msgpack

1.2 MB

compas_msgpack_zstd

574.3 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	185.4 KB	1.0×	4.5 ms	5.0 ms	9.6 ms	37.673	588.3 KB	✓ yes
1,000	json_zip	65.3 KB	2.84×	10.7 ms	5.8 ms	16.5 ms	11.624	644.0 KB	✓ yes
1,000	compas_pb	90.8 KB	2.042×	3.9 ms	3.2 ms	7.1 ms	28.92	272.6 KB	✓ yes
1,000	compas_pb_zip	33.8 KB	5.491×	5.3 ms	3.4 ms	8.7 ms	10.027	364.2 KB	✓ yes
1,000	compas_pb_zstd	33.0 KB	5.618×	4.8 ms	3.3 ms	8.1 ms	10.359	363.5 KB	✓ yes
1,000	compas_msgpack	124.0 KB	1.495×	2.0 ms	5.2 ms	7.1 ms	24.474	901.0 KB	✓ yes
1,000	compas_msgpack_zstd	58.4 KB	3.176×	4.7 ms	5.3 ms	10.0 ms	11.244	1.0 MB	✓ yes
10,000	json	1.8 MB	1.0×	46.7 ms	52.3 ms	99.1 ms	36.293	5.5 MB	✓ yes
10,000	json_zip	646.3 KB	2.87×	109.4 ms	59.4 ms	168.8 ms	11.146	7.8 MB	✓ yes
10,000	compas_pb	908.2 KB	2.043×	39.9 ms	33.7 ms	73.6 ms	27.575	2.7 MB	✓ yes
10,000	compas_pb_zip	335.7 KB	5.525×	55.4 ms	36.8 ms	92.2 ms	9.34	3.6 MB	✓ yes
10,000	compas_pb_zstd	327.5 KB	5.664×	52.0 ms	33.9 ms	86.0 ms	9.889	3.6 MB	✓ yes
10,000	compas_msgpack	1.2 MB	1.496×	22.9 ms	57.0 ms	79.9 ms	22.273	8.7 MB	✓ yes
10,000	compas_msgpack_zstd	574.3 KB	3.23×	45.2 ms	58.4 ms	103.6 ms	10.067	9.9 MB	✓ yes

reflections

Round-trip time

1,000 elements

json

10.3 ms

json_zip

14.0 ms

compas_pb

9.6 ms

compas_pb_zip

11.5 ms

compas_pb_zstd

11.5 ms

compas_msgpack

12.5 ms

compas_msgpack_zstd

15.5 ms

10,000 elements

json

114.6 ms

json_zip

145.4 ms

compas_pb

105.1 ms

compas_pb_zip

124.9 ms

compas_pb_zstd

120.0 ms

compas_msgpack

130.9 ms

compas_msgpack_zstd

158.4 ms

Wire size

1,000 elements

json

189.3 KB

json_zip

35.6 KB

compas_pb

186.5 KB

compas_pb_zip

11.6 KB

compas_pb_zstd

8.8 KB

compas_msgpack

233.4 KB

compas_msgpack_zstd

33.7 KB

10,000 elements

json

1.8 MB

json_zip

353.1 KB

compas_pb

1.8 MB

compas_pb_zip

113.9 KB

compas_pb_zstd

85.8 KB

compas_msgpack

2.3 MB

compas_msgpack_zstd

324.8 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	189.3 KB	1.0×	4.9 ms	5.4 ms	10.3 ms	35.791	1.2 MB	✓ yes
1,000	json_zip	35.6 KB	5.315×	7.7 ms	6.3 ms	14.0 ms	5.813	1.2 MB	✓ yes
1,000	compas_pb	186.5 KB	1.015×	4.9 ms	4.7 ms	9.6 ms	40.586	901.2 KB	✓ yes
1,000	compas_pb_zip	11.6 KB	16.259×	6.5 ms	5.0 ms	11.5 ms	2.398	1.1 MB	✓ yes
1,000	compas_pb_zstd	8.8 KB	21.601×	6.6 ms	5.0 ms	11.5 ms	1.797	1.1 MB	✓ yes
1,000	compas_msgpack	233.4 KB	0.811×	2.0 ms	10.5 ms	12.5 ms	22.772	1.9 MB	✓ yes
1,000	compas_msgpack_zstd	33.7 KB	5.613×	4.8 ms	10.6 ms	15.5 ms	3.249	2.1 MB	✓ yes
10,000	json	1.8 MB	1.0×	56.6 ms	58.0 ms	114.6 ms	33.423	11.8 MB	✓ yes
10,000	json_zip	353.1 KB	5.364×	83.7 ms	61.8 ms	145.4 ms	5.855	11.8 MB	✓ yes
10,000	compas_pb	1.8 MB	1.015×	56.6 ms	48.5 ms	105.1 ms	39.369	8.8 MB	✓ yes
10,000	compas_pb_zip	113.9 KB	16.633×	73.3 ms	51.6 ms	124.9 ms	2.257	10.7 MB	✓ yes
10,000	compas_pb_zstd	85.8 KB	22.069×	72.1 ms	47.9 ms	120.0 ms	1.834	10.7 MB	✓ yes
10,000	compas_msgpack	2.3 MB	0.811×	24.5 ms	106.5 ms	130.9 ms	22.449	19.1 MB	✓ yes
10,000	compas_msgpack_zstd	324.8 KB	5.832×	45.7 ms	112.7 ms	158.4 ms	2.951	21.3 MB	✓ yes

rotations

Round-trip time

1,000 elements

json

12.1 ms

json_zip

17.9 ms

compas_pb

9.4 ms

compas_pb_zip

12.0 ms

compas_pb_zstd

11.9 ms

compas_msgpack

12.5 ms

compas_msgpack_zstd

15.5 ms

10,000 elements

json

131.5 ms

json_zip

188.7 ms

compas_pb

105.4 ms

compas_pb_zip

127.6 ms

compas_pb_zstd

130.2 ms

compas_msgpack

129.0 ms

compas_msgpack_zstd

166.5 ms

Wire size

1,000 elements

json

233.2 KB

json_zip

51.8 KB

compas_pb

184.6 KB

compas_pb_zip

22.5 KB

compas_pb_zstd

21.6 KB

compas_msgpack

231.4 KB

compas_msgpack_zstd

50.4 KB

10,000 elements

json

2.3 MB

json_zip

514.9 KB

compas_pb

1.8 MB

compas_pb_zip

222.5 KB

compas_pb_zstd

214.3 KB

compas_msgpack

2.3 MB

compas_msgpack_zstd

489.2 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	233.2 KB	1.0×	6.1 ms	6.0 ms	12.1 ms	39.495	1.2 MB	✓ yes
1,000	json_zip	51.8 KB	4.505×	11.4 ms	6.5 ms	17.9 ms	8.123	1.2 MB	✓ yes
1,000	compas_pb	184.6 KB	1.264×	4.8 ms	4.6 ms	9.4 ms	41.082	901.2 KB	✓ yes
1,000	compas_pb_zip	22.5 KB	10.386×	7.1 ms	4.8 ms	12.0 ms	4.759	1.1 MB	✓ yes
1,000	compas_pb_zstd	21.6 KB	10.812×	7.3 ms	4.7 ms	11.9 ms	4.743	1.1 MB	✓ yes
1,000	compas_msgpack	231.4 KB	1.008×	1.9 ms	10.5 ms	12.5 ms	22.535	1.9 MB	✓ yes
1,000	compas_msgpack_zstd	50.4 KB	4.63×	5.2 ms	10.2 ms	15.5 ms	5.046	2.1 MB	✓ yes
10,000	json	2.3 MB	1.0×	67.9 ms	63.6 ms	131.5 ms	37.581	12.2 MB	✓ yes
10,000	json_zip	514.9 KB	4.531×	120.2 ms	68.5 ms	188.7 ms	7.694	12.2 MB	✓ yes
10,000	compas_pb	1.8 MB	1.264×	57.2 ms	48.2 ms	105.4 ms	39.191	8.8 MB	✓ yes
10,000	compas_pb_zip	222.5 KB	10.485×	75.7 ms	51.9 ms	127.6 ms	4.387	10.7 MB	✓ yes
10,000	compas_pb_zstd	214.3 KB	10.889×	81.5 ms	48.6 ms	130.2 ms	4.511	10.7 MB	✓ yes
10,000	compas_msgpack	2.3 MB	1.008×	21.4 ms	107.6 ms	129.0 ms	22.025	19.0 MB	✓ yes
10,000	compas_msgpack_zstd	489.2 KB	4.769×	56.4 ms	110.1 ms	166.5 ms	4.549	21.3 MB	✓ yes

scales

Round-trip time

1,000 elements

json

11.4 ms

json_zip

16.4 ms

compas_pb

9.5 ms

compas_pb_zip

11.3 ms

compas_pb_zstd

12.3 ms

compas_msgpack

12.0 ms

compas_msgpack_zstd

16.3 ms

10,000 elements

json

121.8 ms

json_zip

174.2 ms

compas_pb

107.0 ms

compas_pb_zip

125.0 ms

compas_pb_zstd

126.8 ms

compas_msgpack

128.3 ms

compas_msgpack_zstd

168.0 ms

Wire size

1,000 elements

json

211.0 KB

json_zip

56.7 KB

compas_pb

181.7 KB

compas_pb_zip

26.0 KB

compas_pb_zstd

24.3 KB

compas_msgpack

228.5 KB

compas_msgpack_zstd

51.6 KB

10,000 elements

json

2.1 MB

json_zip

561.3 KB

compas_pb

1.8 MB

compas_pb_zip

257.3 KB

compas_pb_zstd

241.6 KB

compas_msgpack

2.2 MB

compas_msgpack_zstd

503.4 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	211.0 KB	1.0×	5.6 ms	5.8 ms	11.4 ms	37.401	1.2 MB	✓ yes
1,000	json_zip	56.7 KB	3.724×	10.1 ms	6.4 ms	16.4 ms	9.121	1.2 MB	✓ yes
1,000	compas_pb	181.7 KB	1.162×	4.9 ms	4.7 ms	9.5 ms	39.99	901.2 KB	✓ yes
1,000	compas_pb_zip	26.0 KB	8.122×	6.3 ms	5.0 ms	11.3 ms	5.321	1.1 MB	✓ yes
1,000	compas_pb_zstd	24.3 KB	8.694×	7.6 ms	4.7 ms	12.3 ms	5.257	1.1 MB	✓ yes
1,000	compas_msgpack	228.5 KB	0.923×	1.9 ms	10.0 ms	12.0 ms	23.337	1.9 MB	✓ yes
1,000	compas_msgpack_zstd	51.6 KB	4.088×	5.3 ms	10.9 ms	16.3 ms	4.843	2.1 MB	✓ yes
10,000	json	2.1 MB	1.0×	60.7 ms	61.1 ms	121.8 ms	35.362	12.0 MB	✓ yes
10,000	json_zip	561.3 KB	3.758×	105.5 ms	68.7 ms	174.2 ms	8.365	12.0 MB	✓ yes
10,000	compas_pb	1.8 MB	1.161×	55.7 ms	51.3 ms	107.0 ms	36.256	8.8 MB	✓ yes
10,000	compas_pb_zip	257.3 KB	8.198×	71.2 ms	53.8 ms	125.0 ms	4.898	10.6 MB	✓ yes
10,000	compas_pb_zstd	241.6 KB	8.731×	76.1 ms	50.7 ms	126.8 ms	4.878	10.6 MB	✓ yes
10,000	compas_msgpack	2.2 MB	0.923×	20.7 ms	107.6 ms	128.3 ms	21.755	19.0 MB	✓ yes
10,000	compas_msgpack_zstd	503.4 KB	4.191×	54.5 ms	113.6 ms	168.0 ms	4.538	21.2 MB	✓ yes

shears

Round-trip time

1,000 elements

json

10.3 ms

json_zip

13.3 ms

compas_pb

9.9 ms

compas_pb_zip

10.8 ms

compas_pb_zstd

11.2 ms

compas_msgpack

12.4 ms

compas_msgpack_zstd

14.3 ms

10,000 elements

json

113.0 ms

json_zip

142.7 ms

compas_pb

107.7 ms

compas_pb_zip

118.5 ms

compas_pb_zstd

121.4 ms

compas_msgpack

129.0 ms

compas_msgpack_zstd

153.0 ms

Wire size

1,000 elements

json

185.7 KB

json_zip

34.4 KB

compas_pb

181.7 KB

compas_pb_zip

9.1 KB

compas_pb_zstd

7.9 KB

compas_msgpack

228.5 KB

compas_msgpack_zstd

33.5 KB

10,000 elements

json

1.8 MB

json_zip

340.4 KB

compas_pb

1.8 MB

compas_pb_zip

88.4 KB

compas_pb_zstd

77.5 KB

compas_msgpack

2.2 MB

compas_msgpack_zstd

324.3 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	185.7 KB	1.0×	4.8 ms	5.5 ms	10.3 ms	34.677	1.2 MB	✓ yes
1,000	json_zip	34.4 KB	5.405×	7.4 ms	5.9 ms	13.3 ms	5.996	1.2 MB	✓ yes
1,000	compas_pb	181.7 KB	1.022×	5.1 ms	4.8 ms	9.9 ms	38.912	901.2 KB	✓ yes
1,000	compas_pb_zip	9.1 KB	20.483×	5.8 ms	5.0 ms	10.8 ms	1.863	1.1 MB	✓ yes
1,000	compas_pb_zstd	7.9 KB	23.529×	6.1 ms	5.1 ms	11.2 ms	1.577	1.1 MB	✓ yes
1,000	compas_msgpack	228.5 KB	0.813×	2.0 ms	10.5 ms	12.4 ms	22.377	1.9 MB	✓ yes
1,000	compas_msgpack_zstd	33.5 KB	5.552×	4.3 ms	10.0 ms	14.3 ms	3.424	2.1 MB	✓ yes
10,000	json	1.8 MB	1.0×	57.5 ms	55.6 ms	113.0 ms	34.226	11.7 MB	✓ yes
10,000	json_zip	340.4 KB	5.457×	81.3 ms	61.4 ms	142.7 ms	5.673	11.7 MB	✓ yes
10,000	compas_pb	1.8 MB	1.023×	58.0 ms	49.7 ms	107.7 ms	37.407	8.8 MB	✓ yes
10,000	compas_pb_zip	88.4 KB	21.019×	66.8 ms	51.7 ms	118.5 ms	1.75	10.6 MB	✓ yes
10,000	compas_pb_zstd	77.5 KB	23.972×	71.8 ms	49.6 ms	121.4 ms	1.599	10.6 MB	✓ yes
10,000	compas_msgpack	2.2 MB	0.813×	23.0 ms	106.0 ms	129.0 ms	22.067	19.0 MB	✓ yes
10,000	compas_msgpack_zstd	324.3 KB	5.728×	46.4 ms	106.5 ms	153.0 ms	3.117	21.2 MB	✓ yes

spheres

Round-trip time

1,000 elements

json

37.6 ms

json_zip

43.5 ms

compas_pb

22.7 ms

compas_pb_zip

25.4 ms

compas_pb_zstd

25.0 ms

compas_msgpack

36.3 ms

compas_msgpack_zstd

39.6 ms

10,000 elements

json

386.8 ms

json_zip

441.3 ms

compas_pb

236.8 ms

compas_pb_zip

264.5 ms

compas_pb_zstd

257.0 ms

compas_msgpack

382.2 ms

compas_msgpack_zstd

408.2 ms

Wire size

1,000 elements

json

231.7 KB

json_zip

66.7 KB

compas_pb

112.3 KB

compas_pb_zip

34.3 KB

compas_pb_zstd

32.4 KB

compas_msgpack

199.2 KB

compas_msgpack_zstd

60.7 KB

10,000 elements

json

2.3 MB

json_zip

661.6 KB

compas_pb

1.1 MB

compas_pb_zip

340.4 KB

compas_pb_zstd

326.9 KB

compas_msgpack

1.9 MB

compas_msgpack_zstd

594.7 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	231.7 KB	1.0×	7.3 ms	30.3 ms	37.6 ms	7.839	1.4 MB	✓ yes
1,000	json_zip	66.7 KB	3.472×	12.0 ms	31.5 ms	43.5 ms	2.169	1.4 MB	✓ yes
1,000	compas_pb	112.3 KB	2.063×	6.0 ms	16.7 ms	22.7 ms	6.872	1.1 MB	✓ yes
1,000	compas_pb_zip	34.3 KB	6.756×	8.2 ms	17.2 ms	25.4 ms	2.047	1.2 MB	✓ yes
1,000	compas_pb_zstd	32.4 KB	7.145×	7.9 ms	17.1 ms	25.0 ms	1.941	1.2 MB	✓ yes
1,000	compas_msgpack	199.2 KB	1.163×	3.4 ms	33.0 ms	36.3 ms	6.188	2.2 MB	✓ yes
1,000	compas_msgpack_zstd	60.7 KB	3.815×	6.2 ms	33.4 ms	39.6 ms	1.863	2.4 MB	✓ yes
10,000	json	2.3 MB	1.0×	74.0 ms	312.8 ms	386.8 ms	7.583	14.0 MB	✓ yes
10,000	json_zip	661.6 KB	3.502×	123.5 ms	317.9 ms	441.3 ms	2.131	14.0 MB	✓ yes
10,000	compas_pb	1.1 MB	2.063×	63.7 ms	173.1 ms	236.8 ms	6.642	10.7 MB	✓ yes
10,000	compas_pb_zip	340.4 KB	6.805×	86.5 ms	178.0 ms	264.5 ms	1.958	11.8 MB	✓ yes
10,000	compas_pb_zstd	326.9 KB	7.086×	81.0 ms	175.9 ms	257.0 ms	1.903	11.8 MB	✓ yes
10,000	compas_msgpack	1.9 MB	1.163×	39.4 ms	342.8 ms	382.2 ms	5.952	22.0 MB	✓ yes
10,000	compas_msgpack_zstd	594.7 KB	3.896×	64.8 ms	343.3 ms	408.2 ms	1.774	24.0 MB	✓ yes

toruses

Round-trip time

1,000 elements

json

38.5 ms

json_zip

45.3 ms

compas_pb

23.4 ms

compas_pb_zip

26.3 ms

compas_pb_zstd

24.8 ms

compas_msgpack

36.9 ms

compas_msgpack_zstd

40.3 ms

10,000 elements

json

398.9 ms

json_zip

468.2 ms

compas_pb

243.7 ms

compas_pb_zip

271.6 ms

compas_pb_zstd

259.5 ms

compas_msgpack

395.0 ms

compas_msgpack_zstd

426.3 ms

Wire size

1,000 elements

json

267.5 KB

json_zip

77.3 KB

compas_pb

120.1 KB

compas_pb_zip

42.3 KB

compas_pb_zstd

40.4 KB

compas_msgpack

223.6 KB

compas_msgpack_zstd

69.1 KB

10,000 elements

json

2.6 MB

json_zip

765.5 KB

compas_pb

1.2 MB

compas_pb_zip

420.9 KB

compas_pb_zstd

400.8 KB

compas_msgpack

2.2 MB

compas_msgpack_zstd

676.6 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	267.5 KB	1.0×	7.4 ms	31.1 ms	38.5 ms	8.804	1.5 MB	✓ yes
1,000	json_zip	77.3 KB	3.462×	13.5 ms	31.8 ms	45.3 ms	2.487	1.5 MB	✓ yes
1,000	compas_pb	120.1 KB	2.227×	6.2 ms	17.2 ms	23.4 ms	7.138	1.1 MB	✓ yes
1,000	compas_pb_zip	42.3 KB	6.318×	8.8 ms	17.5 ms	26.3 ms	2.475	1.2 MB	✓ yes
1,000	compas_pb_zstd	40.4 KB	6.617×	8.0 ms	16.8 ms	24.8 ms	2.457	1.2 MB	✓ yes
1,000	compas_msgpack	223.6 KB	1.196×	3.5 ms	33.4 ms	36.9 ms	6.849	2.3 MB	✓ yes
1,000	compas_msgpack_zstd	69.1 KB	3.872×	6.9 ms	33.4 ms	40.3 ms	2.12	2.6 MB	✓ yes
10,000	json	2.6 MB	1.0×	79.4 ms	319.5 ms	398.9 ms	8.573	14.8 MB	✓ yes
10,000	json_zip	765.5 KB	3.494×	141.1 ms	327.1 ms	468.2 ms	2.396	14.8 MB	✓ yes
10,000	compas_pb	1.2 MB	2.227×	66.1 ms	177.6 ms	243.7 ms	6.924	11.1 MB	✓ yes
10,000	compas_pb_zip	420.9 KB	6.356×	90.5 ms	181.1 ms	271.6 ms	2.379	12.3 MB	✓ yes
10,000	compas_pb_zstd	400.8 KB	6.674×	82.3 ms	177.2 ms	259.5 ms	2.316	12.3 MB	✓ yes
10,000	compas_msgpack	2.2 MB	1.196×	37.9 ms	357.1 ms	395.0 ms	6.413	23.4 MB	✓ yes
10,000	compas_msgpack_zstd	676.6 KB	3.953×	70.0 ms	356.2 ms	426.3 ms	1.945	25.6 MB	✓ yes

transformations

Round-trip time

1,000 elements

json

11.5 ms

json_zip

16.9 ms

compas_pb

9.4 ms

compas_pb_zip

12.4 ms

compas_pb_zstd

12.0 ms

compas_msgpack

12.1 ms

compas_msgpack_zstd

15.6 ms

10,000 elements

json

125.7 ms

json_zip

178.8 ms

compas_pb

108.0 ms

compas_pb_zip

132.1 ms

compas_pb_zstd

131.1 ms

compas_msgpack

129.9 ms

compas_msgpack_zstd

164.7 ms

Wire size

1,000 elements

json

219.8 KB

json_zip

58.4 KB

compas_pb

190.4 KB

compas_pb_zip

28.3 KB

compas_pb_zstd

23.6 KB

compas_msgpack

237.3 KB

compas_msgpack_zstd

51.6 KB

10,000 elements

json

2.1 MB

json_zip

578.6 KB

compas_pb

1.9 MB

compas_pb_zip

278.4 KB

compas_pb_zstd

242.5 KB

compas_msgpack

2.3 MB

compas_msgpack_zstd

502.8 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	219.8 KB	1.0×	5.8 ms	5.7 ms	11.5 ms	39.384	1.2 MB	✓ yes
1,000	json_zip	58.4 KB	3.765×	10.1 ms	6.8 ms	16.9 ms	8.844	1.2 MB	✓ yes
1,000	compas_pb	190.4 KB	1.154×	4.8 ms	4.5 ms	9.4 ms	42.942	901.2 KB	✓ yes
1,000	compas_pb_zip	28.3 KB	7.78×	7.5 ms	4.9 ms	12.4 ms	5.934	1.1 MB	✓ yes
1,000	compas_pb_zstd	23.6 KB	9.327×	7.3 ms	4.6 ms	12.0 ms	5.241	1.1 MB	✓ yes
1,000	compas_msgpack	237.3 KB	0.926×	2.0 ms	10.1 ms	12.1 ms	24.098	1.9 MB	✓ yes
1,000	compas_msgpack_zstd	51.6 KB	4.258×	5.5 ms	10.2 ms	15.6 ms	5.2	2.1 MB	✓ yes
10,000	json	2.1 MB	1.0×	63.4 ms	62.3 ms	125.7 ms	36.14	12.1 MB	✓ yes
10,000	json_zip	578.6 KB	3.798×	110.1 ms	68.7 ms	178.8 ms	8.624	12.1 MB	✓ yes
10,000	compas_pb	1.9 MB	1.154×	58.7 ms	49.3 ms	108.0 ms	39.558	8.8 MB	✓ yes
10,000	compas_pb_zip	278.4 KB	7.895×	79.2 ms	52.9 ms	132.1 ms	5.389	10.7 MB	✓ yes
10,000	compas_pb_zstd	242.5 KB	9.063×	83.0 ms	48.1 ms	131.1 ms	5.157	10.7 MB	✓ yes
10,000	compas_msgpack	2.3 MB	0.926×	22.6 ms	107.3 ms	129.9 ms	22.637	19.1 MB	✓ yes
10,000	compas_msgpack_zstd	502.8 KB	4.371×	56.4 ms	108.3 ms	164.7 ms	4.755	21.4 MB	✓ yes

translations

Round-trip time

1,000 elements

json

11.6 ms

json_zip

16.5 ms

compas_pb

8.5 ms

compas_pb_zip

10.2 ms

compas_pb_zstd

9.5 ms

compas_msgpack

12.4 ms

compas_msgpack_zstd

16.3 ms

10,000 elements

json

129.1 ms

json_zip

178.5 ms

compas_pb

97.6 ms

compas_pb_zip

108.5 ms

compas_pb_zstd

105.1 ms

compas_msgpack

135.1 ms

compas_msgpack_zstd

171.2 ms

Wire size

1,000 elements

json

216.9 KB

json_zip

58.3 KB

compas_pb

85.0 KB

compas_pb_zip

25.5 KB

compas_pb_zstd

24.4 KB

compas_msgpack

234.4 KB

compas_msgpack_zstd

51.5 KB

10,000 elements

json

2.1 MB

json_zip

578.0 KB

compas_pb

849.6 KB

compas_pb_zip

252.7 KB

compas_pb_zstd

241.7 KB

compas_msgpack

2.3 MB

compas_msgpack_zstd

502.8 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	216.9 KB	1.0×	5.6 ms	6.0 ms	11.6 ms	37.229	1.2 MB	✓ yes
1,000	json_zip	58.3 KB	3.721×	10.1 ms	6.4 ms	16.5 ms	9.287	1.2 MB	✓ yes
1,000	compas_pb	85.0 KB	2.552×	4.3 ms	4.2 ms	8.5 ms	20.56	596.4 KB	✓ yes
1,000	compas_pb_zip	25.5 KB	8.502×	5.8 ms	4.5 ms	10.2 ms	5.832	682.2 KB	✓ yes
1,000	compas_pb_zstd	24.4 KB	8.895×	5.1 ms	4.4 ms	9.5 ms	5.702	681.4 KB	✓ yes
1,000	compas_msgpack	234.4 KB	0.925×	1.9 ms	10.4 ms	12.4 ms	23.059	1.9 MB	✓ yes
1,000	compas_msgpack_zstd	51.5 KB	4.208×	5.8 ms	10.5 ms	16.3 ms	5.012	2.1 MB	✓ yes
10,000	json	2.1 MB	1.0×	62.6 ms	66.5 ms	129.1 ms	33.416	12.0 MB	✓ yes
10,000	json_zip	578.0 KB	3.752×	106.8 ms	71.7 ms	178.5 ms	8.258	12.0 MB	✓ yes
10,000	compas_pb	849.6 KB	2.552×	49.3 ms	48.3 ms	97.6 ms	17.997	5.9 MB	✓ yes
10,000	compas_pb_zip	252.7 KB	8.58×	60.8 ms	47.7 ms	108.5 ms	5.425	6.7 MB	✓ yes
10,000	compas_pb_zstd	241.7 KB	8.974×	60.0 ms	45.1 ms	105.1 ms	5.482	6.7 MB	✓ yes
10,000	compas_msgpack	2.3 MB	0.925×	23.9 ms	111.2 ms	135.1 ms	21.575	19.1 MB	✓ yes
10,000	compas_msgpack_zstd	502.8 KB	4.313×	55.0 ms	116.3 ms	171.2 ms	4.429	21.4 MB	✓ yes

vectors

Round-trip time

1,000 elements

json

8.4 ms

json_zip

13.2 ms

compas_pb

6.7 ms

compas_pb_zip

8.3 ms

compas_pb_zstd

7.8 ms

compas_msgpack

6.6 ms

compas_msgpack_zstd

8.8 ms

10,000 elements

json

87.5 ms

json_zip

134.9 ms

compas_pb

70.5 ms

compas_pb_zip

85.7 ms

compas_pb_zstd

83.2 ms

compas_msgpack

66.7 ms

compas_msgpack_zstd

89.2 ms

Wire size

1,000 elements

json

142.6 KB

json_zip

54.7 KB

compas_pb

78.1 KB

compas_pb_zip

25.5 KB

compas_pb_zstd

24.4 KB

compas_msgpack

103.5 KB

compas_msgpack_zstd

50.6 KB

10,000 elements

json

1.4 MB

json_zip

540.1 KB

compas_pb

781.3 KB

compas_pb_zip

252.6 KB

compas_pb_zstd

244.1 KB

compas_msgpack

1.0 MB

compas_msgpack_zstd

495.0 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	142.6 KB	1.0×	4.0 ms	4.4 ms	8.4 ms	33.033	513.4 KB	✓ yes
1,000	json_zip	54.7 KB	2.609×	8.2 ms	5.0 ms	13.2 ms	11.157	590.5 KB	✓ yes
1,000	compas_pb	78.1 KB	1.826×	3.6 ms	3.1 ms	6.7 ms	25.626	249.1 KB	✓ yes
1,000	compas_pb_zip	25.5 KB	5.597×	4.9 ms	3.4 ms	8.3 ms	7.765	328.1 KB	✓ yes
1,000	compas_pb_zstd	24.4 KB	5.852×	4.6 ms	3.2 ms	7.8 ms	7.798	327.3 KB	✓ yes
1,000	compas_msgpack	103.5 KB	1.378×	2.1 ms	4.5 ms	6.6 ms	23.454	751.5 KB	✓ yes
1,000	compas_msgpack_zstd	50.6 KB	2.819×	4.2 ms	4.6 ms	8.8 ms	11.182	853.6 KB	✓ yes
10,000	json	1.4 MB	1.0×	40.3 ms	47.1 ms	87.5 ms	30.991	4.9 MB	✓ yes
10,000	json_zip	540.1 KB	2.641×	83.7 ms	51.2 ms	134.9 ms	10.805	7.3 MB	✓ yes
10,000	compas_pb	781.3 KB	1.826×	38.0 ms	32.4 ms	70.5 ms	24.669	2.4 MB	✓ yes
10,000	compas_pb_zip	252.6 KB	5.647×	51.1 ms	34.7 ms	85.7 ms	7.463	3.2 MB	✓ yes
10,000	compas_pb_zstd	244.1 KB	5.842×	50.0 ms	33.2 ms	83.2 ms	7.531	3.2 MB	✓ yes
10,000	compas_msgpack	1.0 MB	1.378×	20.4 ms	46.3 ms	66.7 ms	22.891	7.4 MB	✓ yes
10,000	compas_msgpack_zstd	495.0 KB	2.881×	39.7 ms	49.5 ms	89.2 ms	10.244	8.4 MB	✓ yes