kaffa/cloud-orchestrator
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

feat: 대역폭 추정 및 DAU 표시 기능 추가

Browse Source 
- 동시접속자 기반 월간 대역폭 자동 추정
- DAU(일일활성사용자) 추정치 표시 (동접 × 10-14)
- 대역폭 기반 Linode/Vultr 자동 선택 로직
- 비용 분석에 대역폭 비용 포함
- 지역 미선택시 서울/도쿄/오사카/싱가포르 기본 표시
- 지역별 서버 분리 표시 (GROUP BY instance + region)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
kappa
2026-01-25 09:40:36 +09:00
commit 4cb9da06dc
3337 changed files with 1048645 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

188
benchmark-data/data/suite/pts-numpy.csv Normal file
View File

@@ -0,0 +1,188 @@
,idproc,descproc,percentile,nbproc,perf
0,/s/AMD+Ryzen+7+5800X+8-Core,AMD Ryzen 7 5800X 8-Core,99th,32,546 +/- 32
1,/s/AMD+Ryzen+9+5950X+16-Core,AMD Ryzen 9 5950X 16-Core,99th,44,544 +/- 33
2,/s/Intel+Core+i9-10900KF,Intel Core i9-10900KF,98th,3,538 +/- 2
3,/s/AMD+Ryzen+9+5900X+12-Core,AMD Ryzen 9 5900X 12-Core,97th,38,531 +/- 22
4,/s/Intel+Core+i7-11700K,Intel Core i7-11700K,96th,3,523 +/- 25
5,/s/AMD+Ryzen+5+5600X+6-Core,AMD Ryzen 5 5600X 6-Core,96th,24,517 +/- 20
6,/s/Intel+Core+i9-11900K,Intel Core i9-11900K,93rd,14,504 +/- 17
7,/s/Intel+Core+i5-11600K,Intel Core i5-11600K,92nd,5,477 +/- 5
8,/s/AMD+Ryzen+9+5900HX,AMD Ryzen 9 5900HX,90th,5,449 +/- 34
9,/s/Intel+Core+i9-9900KS,Intel Core i9-9900KS,90th,11,447 +/- 9
10,/s/AMD+EPYC+72F3+8-Core,AMD EPYC 72F3 8-Core,89th,5,444 +/- 4
11,/s/Intel+Core+i9-9900K,Intel Core i9-9900K,89th,10,443 +/- 5
12,/s/Intel+Core+i9-10900K,Intel Core i9-10900K,89th,19,443 +/- 35
13,/s/AMD+EPYC+7543+32-Core,AMD EPYC 7543 32-Core,89th,10,440 +/- 31
14,/s/2+x+AMD+EPYC+75F3+32-Core,2 x AMD EPYC 75F3 32-Core,89th,11,440 +/- 27
15,/s/AMD+EPYC+73F3+16-Core,AMD EPYC 73F3 16-Core,88th,4,439
16,/s/2+x+AMD+EPYC+73F3+16-Core,2 x AMD EPYC 73F3 16-Core,88th,4,438 +/- 2
17,/s/Intel+Core+i7-8086K,Intel Core i7-8086K,88th,4,437 +/- 27
18,/s/AMD+EPYC+75F3+32-Core,AMD EPYC 75F3 32-Core,88th,7,437 +/- 1
19,/s/AMD+Ryzen+7+3800XT+8-Core,AMD Ryzen 7 3800XT 8-Core,87th,8,433 +/- 4
20,/s/AMD+EPYC+74F3+24-Core,AMD EPYC 74F3 24-Core,86th,4,431 +/- 3
21,/s/Intel+Xeon+E-2288G,Intel Xeon E-2288G,85th,9,425 +/- 11
22,/s/AMD+Ryzen+Threadripper+3970X+32-Core,AMD Ryzen Threadripper 3970X 32-Core,85th,20,424 +/- 16
23,/s/AMD+Ryzen+9+3950X+16-Core,AMD Ryzen 9 3950X 16-Core,83rd,24,420 +/- 8
24,/s/Intel+Core+i9-10885H,Intel Core i9-10885H,83rd,3,419 +/- 1
25,/s/AMD+Ryzen+Threadripper+3960X+24-Core,AMD Ryzen Threadripper 3960X 24-Core,82nd,5,417 +/- 8
26,/s/Intel+Core+i9-9900,Intel Core i9-9900,81st,4,414 +/- 5
27,/s/Intel+Core+i5-10600K,Intel Core i5-10600K,80th,17,410 +/- 10
28,/s/AMD+Ryzen+7+3700X+8-Core,AMD Ryzen 7 3700X 8-Core,80th,10,410 +/- 23
29,/s/AMD+Ryzen+5+3600X+6-Core,AMD Ryzen 5 3600X 6-Core,79th,10,408 +/- 8
30,/s/AMD+Ryzen+9+3900XT+12-Core,AMD Ryzen 9 3900XT 12-Core,79th,13,407 +/- 25
31,/s/AMD+Ryzen+3+3300X+4-Core,AMD Ryzen 3 3300X 4-Core,79th,4,407 +/- 6
32,/s/Intel+Core+i7-1165G7,Intel Core i7-1165G7,79th,18,406 +/- 45
33,/s/AMD+Ryzen+9+3900X+12-Core,AMD Ryzen 9 3900X 12-Core,78th,24,405 +/- 18
34,/s/AMD+Ryzen+5+3600+6-Core,AMD Ryzen 5 3600 6-Core,77th,4,403 +/- 9
35,/s/Intel+Core+i7-8700K,Intel Core i7-8700K,77th,4,401 +/- 12
36,/s/Intel+Core+i7-1185G7,Intel Core i7-1185G7,77th,3,401 +/- 5
38,/s/AMD+EPYC+7713+64-Core,AMD EPYC 7713 64-Core,75th,6,396 +/- 7
39,/s/2+x+AMD+EPYC+7713+64-Core,2 x AMD EPYC 7713 64-Core,75th,7,393 +/- 4
40,/s/AMD+Ryzen+Threadripper+3990X+64-Core,AMD Ryzen Threadripper 3990X 64-Core,74th,19,391 +/- 17
41,/s/2+x+AMD+EPYC+7513+32-Core,2 x AMD EPYC 7513 32-Core,74th,4,388 +/- 8
42,/s/AMD+Ryzen+7+3800X+8-Core,AMD Ryzen 7 3800X 8-Core,73rd,10,386 +/- 14
43,/s/AMD+Ryzen+Threadripper+PRO+3975WX+32-Cores,AMD Ryzen Threadripper PRO 3975WX 32-Cores,73rd,4,385 +/- 12
44,/s/2+x+AMD+EPYC+7763+64-Core,2 x AMD EPYC 7763 64-Core,73rd,13,385 +/- 16
45,/s/Intel+Core+i7-7740K,Intel Core i7-7740K,71st,4,375 +/- 6
46,/s/Intel+Core+i9-10980XE,Intel Core i9-10980XE,70th,11,371 +/- 12
47,/s/AMD+EPYC+7763+64-Core,AMD EPYC 7763 64-Core,70th,6,368 +/- 24
48,/s/Intel+Core+i7-1065G7,Intel Core i7-1065G7,69th,12,367 +/- 26
49,/s/Intel+Core+i9-7980XE,Intel Core i9-7980XE,69th,7,365 +/- 4
50,/s/Intel+Core+i7-9750H,Intel Core i7-9750H,69th,15,365 +/- 10
51,/s/2+x+Intel+Xeon+Platinum+8380,2 x Intel Xeon Platinum 8380,68th,8,363 +/- 22
52,/s/Intel+Xeon+W-2295,Intel Xeon W-2295,67th,3,362 +/- 7
53,/s/Intel+Core+i7-7900X,Intel Core i7-7900X,67th,4,362 +/- 3
54,/s/Intel+Core+i3-10100,Intel Core i3-10100,67th,6,361 +/- 9
55,/s/2+x+AMD+EPYC+7F52+16-Core,2 x AMD EPYC 7F52 16-Core,66th,12,358 +/- 11
56,/s/2+x+AMD+EPYC+7F32+8-Core,2 x AMD EPYC 7F32 8-Core,66th,8,358 +/- 11
57,/s/Intel+Core+i7-8700B,Intel Core i7-8700B,66th,4,356 +/- 8
58,/s/2+x+Intel+Xeon+Gold+6250,2 x Intel Xeon Gold 6250,64th,4,353 +/- 8
59,/s/AMD+EPYC+7F52+16-Core,AMD EPYC 7F52 16-Core,64th,18,352 +/- 13
60,/s/AMD+EPYC+7F32+8-Core,AMD EPYC 7F32 8-Core,62nd,19,345 +/- 13
61,/s/Intel+Core+i7-7700,Intel Core i7-7700,62nd,3,344 +/- 10
62,/s/Intel+Xeon+Gold+6258R,Intel Xeon Gold 6258R,62nd,5,344 +/- 17
63,/s/Intel+Core+i5-8400,Intel Core i5-8400,62nd,4,343 +/- 9
64,/s/Intel+Xeon+Platinum+8280,Intel Xeon Platinum 8280,61st,7,339 +/- 16
65,/s/2+x+Intel+Xeon+Platinum+8280,2 x Intel Xeon Platinum 8280,61st,35,338 +/- 16
66,/s/Intel+Core+i5-9400F,Intel Core i5-9400F,59th,5,332 +/- 14
67,/s/2+x+AMD+EPYC+7F72+24-Core,2 x AMD EPYC 7F72 24-Core,58th,21,330 +/- 11
68,/s/Intel+Xeon+Gold+5220R,Intel Xeon Gold 5220R,57th,6,328 +/- 20
69,/s/Intel+Xeon+E3-1270+v5,Intel Xeon E3-1270 v5,56th,18,325 +/- 20
70,/s/2+x+Intel+Xeon+Gold+6230R,2 x Intel Xeon Gold 6230R,55th,3,323 +/- 9
71,/s/AMD+EPYC+7F72+24-Core,AMD EPYC 7F72 24-Core,55th,11,323 +/- 9
72,/s/Intel+Pentium+Gold+G6400,Intel Pentium Gold G6400,54th,5,322 +/- 8
73,/s/AMD+Ryzen+3+3100+4-Core,AMD Ryzen 3 3100 4-Core,53rd,6,321
74,/s/Intel+Core+i7-9700TE,Intel Core i7-9700TE,53rd,4,321 +/- 2
75,/s/Intel+Core+i7-8750H,Intel Core i7-8750H,53rd,3,320 +/- 5
76,/s/Intel+Xeon+E3-1245+v5,Intel Xeon E3-1245 v5,52nd,3,319 +/- 1
78,/s/2+x+Intel+Xeon+Gold+6258R,2 x Intel Xeon Gold 6258R,50th,5,318 +/- 5
79,/s/Intel+Xeon+Gold+6226R,Intel Xeon Gold 6226R,50th,10,318 +/- 6
80,/s/2+x+Intel+Xeon+Platinum+8272CL,2 x Intel Xeon Platinum 8272CL,50th,4,318 +/- 9
81,/s/Intel+Xeon+E3-1280+v5,Intel Xeon E3-1280 v5,50th,6,317 +/- 3
82,/s/2+x+AMD+EPYC+7542+32-Core,2 x AMD EPYC 7542 32-Core,50th,5,317 +/- 10
83,/s/AMD+Ryzen+Threadripper+2970WX+24-Core,AMD Ryzen Threadripper 2970WX 24-Core,49th,4,316 +/- 5
84,/s/Intel+Core+i7-4790K,Intel Core i7-4790K,49th,4,316 +/- 3
85,/s/Intel+Xeon+E3-1240+v5,Intel Xeon E3-1240 v5,49th,4,316 +/- 19
86,/s/Intel+Core+i7-8565U,Intel Core i7-8565U,48th,3,315 +/- 7
87,/s/2+x+AMD+EPYC+7452+32-Core,2 x AMD EPYC 7452 32-Core,47th,5,314 +/- 11
88,/s/Intel+Xeon+E3-1260L+v5,Intel Xeon E3-1260L v5,47th,3,314 +/- 1
89,/s/2+x+AMD+EPYC+7742+64-Core,2 x AMD EPYC 7742 64-Core,47th,32,313 +/- 13
90,/s/AMD+Ryzen+Threadripper+2990WX+32-Core,AMD Ryzen Threadripper 2990WX 32-Core,46th,5,312 +/- 20
91,/s/Intel+Xeon+Gold+5218,Intel Xeon Gold 5218,46th,12,312 +/- 8
92,/s/AMD+Ryzen+7+2700X+Eight-Core,AMD Ryzen 7 2700X Eight-Core,46th,4,312 +/- 11
93,/s/2+x+AMD+EPYC+7262+8-Core,2 x AMD EPYC 7262 8-Core,44th,6,310 +/- 18
94,/s/AMD+EPYC+7262+8-Core,AMD EPYC 7262 8-Core,44th,5,310 +/- 12
95,/s/2+x+AMD+EPYC+7502+32-Core,2 x AMD EPYC 7502 32-Core,43rd,5,309 +/- 15
96,/s/AMD+EPYC+7542+32-Core,AMD EPYC 7542 32-Core,43rd,8,309 +/- 4
97,/s/2+x+AMD+EPYC+7552+48-Core,2 x AMD EPYC 7552 48-Core,43rd,5,309 +/- 11
98,/s/2+x+Intel+Xeon+Gold+5220R,2 x Intel Xeon Gold 5220R,43rd,20,309 +/- 17
99,/s/AMD+Ryzen+5+2600X+Six-Core,AMD Ryzen 5 2600X Six-Core,43rd,5,308 +/- 14
100,/s/AMD+EPYC+7502P+32-Core,AMD EPYC 7502P 32-Core,42nd,18,307 +/- 8
101,/s/AMD+EPYC+7742+64-Core,AMD EPYC 7742 64-Core,42nd,10,307 +/- 5
102,/s/2+x+AMD+EPYC+7402+24-Core,2 x AMD EPYC 7402 24-Core,42nd,5,307 +/- 13
103,/s/2+x+Intel+Xeon+Platinum+8259L,2 x Intel Xeon Platinum 8259L,42nd,5,306 +/- 10
104,/s/AMD+EPYC+7402P+24-Core,AMD EPYC 7402P 24-Core,42nd,14,306 +/- 7
105,/s/AMD+EPYC+7502+32-Core,AMD EPYC 7502 32-Core,40th,7,304 +/- 11
106,/s/2+x+Intel+Xeon+Gold+6226R,2 x Intel Xeon Gold 6226R,39th,4,303 +/- 5
107,/s/AMD+EPYC+7642+48-Core,AMD EPYC 7642 48-Core,39th,16,303 +/- 13
108,/s/AMD+EPYC+7452+32-Core,AMD EPYC 7452 32-Core,39th,8,303 +/- 5
109,/s/2+x+AMD+EPYC+7532+32-Core,2 x AMD EPYC 7532 32-Core,39th,8,303 +/- 12
110,/s/Intel+Core+i7-8550U,Intel Core i7-8550U,39th,7,302 +/- 6
111,/s/AMD+EPYC+7702+64-Core,AMD EPYC 7702 64-Core,39th,13,302 +/- 5
112,/s/2+x+AMD+EPYC+7302+16-Core,2 x AMD EPYC 7302 16-Core,39th,4,302 +/- 19
113,/s/2+x+AMD+EPYC+7642+48-Core,2 x AMD EPYC 7642 48-Core,38th,5,301 +/- 15
114,/s/AMD+EPYC+7302P+16-Core,AMD EPYC 7302P 16-Core,38th,20,301 +/- 12
115,/s/AMD+EPYC+7552+48-Core,AMD EPYC 7552 48-Core,37th,10,300 +/- 4
116,/s/2+x+AMD+EPYC+7282+16-Core,2 x AMD EPYC 7282 16-Core,37th,6,300 +/- 17
117,/s/Intel+Core+i5-7600K,Intel Core i5-7600K,36th,7,299 +/- 6
118,/s/AMD+EPYC+7532+32-Core,AMD EPYC 7532 32-Core,36th,10,299 +/- 5
119,/s/AMD+EPYC+7662+64-Core,AMD EPYC 7662 64-Core,35th,11,298 +/- 6
120,/s/AMD+Ryzen+7+2700+Eight-Core,AMD Ryzen 7 2700 Eight-Core,35th,6,298 +/- 20
121,/s/Intel+Core+i3-8100,Intel Core i3-8100,34th,4,297 +/- 4
122,/s/2+x+AMD+EPYC+7272+12-Core,2 x AMD EPYC 7272 12-Core,34th,6,297 +/- 16
123,/s/2+x+AMD+EPYC+7252+8-Core,2 x AMD EPYC 7252 8-Core,33rd,7,296 +/- 16
124,/s/AMD+EPYC+7282+16-Core,AMD EPYC 7282 16-Core,33rd,11,296 +/- 6
125,/s/Intel+Core+i3-7100,Intel Core i3-7100,32nd,9,295 +/- 20
126,/s/2+x+AMD+EPYC+7352+24-Core,2 x AMD EPYC 7352 24-Core,32nd,7,294 +/- 11
127,/s/AMD+EPYC+7272+12-Core,AMD EPYC 7272 12-Core,32nd,8,294 +/- 6
128,/s/AMD+Ryzen+5+2600+Six-Core,AMD Ryzen 5 2600 Six-Core,31st,7,293 +/- 9
129,/s/2+x+Intel+Xeon+Gold+6138,2 x Intel Xeon Gold 6138,31st,4,293 +/- 4
130,/s/AMD+EPYC+7352+24-Core,AMD EPYC 7352 24-Core,30th,6,291 +/- 13
131,/s/AMD+Ryzen+5+5500U,AMD Ryzen 5 5500U,29th,6,290 +/- 1
132,/s/Intel+Xeon+Silver+4215R,Intel Xeon Silver 4215R,28th,4,289 +/- 4
133,/s/Intel+Xeon+Gold+5217,Intel Xeon Gold 5217,28th,9,288 +/- 5
134,/s/Intel+Core+i5-6500,Intel Core i5-6500,28th,4,286 +/- 9
135,/s/AMD+EPYC+7252+8-Core,AMD EPYC 7252 8-Core,28th,3,286
136,/s/AMD+Ryzen+5+3400G,AMD Ryzen 5 3400G,28th,3,286 +/- 10
137,/s/Intel+Xeon+E5-1680+v3,Intel Xeon E5-1680 v3,27th,4,284 +/- 4
138,/s/AMD+Ryzen+7+4700U,AMD Ryzen 7 4700U,26th,5,282 +/- 6
140,/s/Intel+Xeon+Silver+4214R,Intel Xeon Silver 4214R,24th,4,278 +/- 7
141,/s/AMD+Ryzen+7+1800X+Eight-Core,AMD Ryzen 7 1800X Eight-Core,24th,8,278 +/- 4
142,/s/Intel+Xeon+Silver+4216,Intel Xeon Silver 4216,24th,13,278 +/- 14
143,/s/AMD+Ryzen+5+2400G,AMD Ryzen 5 2400G,22nd,7,273 +/- 37
144,/s/Intel+Celeron+G5900,Intel Celeron G5900,22nd,5,272 +/- 6
145,/s/2+x+Intel+Xeon+Silver+4215R,2 x Intel Xeon Silver 4215R,22nd,4,272 +/- 5
146,/s/AMD+Ryzen+3+1300X,AMD Ryzen 3 1300X,22nd,5,271 +/- 7
147,/s/AMD+Ryzen+5+4500U,AMD Ryzen 5 4500U,21st,15,270 +/- 7
148,/s/2+x+Intel+Xeon+Silver+4214R,2 x Intel Xeon Silver 4214R,21st,4,269 +/- 3
149,/s/AMD+EPYC+7232P+8-Core,AMD EPYC 7232P 8-Core,21st,17,269 +/- 8
150,/s/Intel+Core+i7-5775C,Intel Core i7-5775C,21st,5,268 +/- 21
151,/s/Intel+Core+i7-5960X,Intel Core i7-5960X,21st,5,268 +/- 2
152,/s/Intel+Core+i7-4770K,Intel Core i7-4770K,21st,3,266 +/- 1
153,/s/Intel+Xeon+Platinum+8253,Intel Xeon Platinum 8253,20th,4,265 +/- 6
154,/s/2+x+Intel+Xeon+Gold+6330,2 x Intel Xeon Gold 6330,20th,3,264 +/- 7
155,/s/Intel+Core+i5-4670,Intel Core i5-4670,20th,6,264 +/- 12
156,/s/AMD+Ryzen+7+1700+Eight-Core,AMD Ryzen 7 1700 Eight-Core,19th,12,263 +/- 10
157,/s/2+x+Intel+Xeon+Silver+4216,2 x Intel Xeon Silver 4216,18th,4,259 +/- 4
158,/s/4+x+Intel+Xeon+Gold+6254,4 x Intel Xeon Gold 6254,17th,3,258 +/- 6
159,/s/Intel+Xeon+E5-2687W+v3,Intel Xeon E5-2687W v3,17th,5,258 +/- 6
160,/s/Intel+Core+i7-6700HQ,Intel Core i7-6700HQ,17th,4,255 +/- 18
161,/s/Intel+Xeon+E3-1235L+v5,Intel Xeon E3-1235L v5,17th,3,253 +/- 1
162,/s/Ampere+Altra+ARMv8+Neoverse-N1+160-Core,Ampere Altra ARMv8 Neoverse-N1 160-Core,16th,11,251 +/- 19
163,/s/2+x+AMD+EPYC+7601+32-Core,2 x AMD EPYC 7601 32-Core,16th,7,251 +/- 9
164,/s/AMD+EPYC+7601+32-Core,AMD EPYC 7601 32-Core,16th,4,251 +/- 3
165,/s/AMD+Ryzen+3+2200G,AMD Ryzen 3 2200G,16th,4,248 +/- 11
166,/s/2+x+Intel+Xeon+E5-2678+v3,2 x Intel Xeon E5-2678 v3,15th,3,240 +/- 21
167,/s/Intel+Xeon+Silver+4108,Intel Xeon Silver 4108,15th,3,240 +/- 2
168,/s/2+x+Intel+Xeon+Silver+4210,2 x Intel Xeon Silver 4210,15th,4,239 +/- 3
169,/s/2+x+Intel+Xeon+Silver+4210R,2 x Intel Xeon Silver 4210R,15th,3,237 +/- 5
170,/s/Intel+Core+i7-4960X,Intel Core i7-4960X,13th,4,222 +/- 6
171,/s/AMD+Ryzen+3+3200U,AMD Ryzen 3 3200U,13th,12,219 +/- 5
172,/s/Intel+Core+i7-5600U,Intel Core i7-5600U,12th,3,214 +/- 22
173,/s/AMD+EPYC+7551+32-Core,AMD EPYC 7551 32-Core,12th,3,213 +/- 22
174,/s/Intel+Core+i5-3470,Intel Core i5-3470,12th,5,207 +/- 2
175,/s/Intel+Core+i5-2500K,Intel Core i5-2500K,11th,5,200 +/- 10
176,/s/Intel+Core+i7-3770K,Intel Core i7-3770K,11th,4,198 +/- 3
177,/s/ARMv8+Neoverse-N1+64-Core,ARMv8 Neoverse-N1 64-Core,11th,3,196 +/- 2
178,/s/Intel+Core+i7-2700K,Intel Core i7-2700K,10th,4,193 +/- 11
179,/s/POWER9+44-Core,POWER9 44-Core,9th,6,168
180,/s/Intel+Core+i3-4130,Intel Core i3-4130,9th,4,166 +/- 2
181,/s/AMD+FX-8370+Eight-Core,AMD FX-8370 Eight-Core,8th,4,150
182,/s/AMD+A10-7870K+Radeon+R7+12+Compute+Cores+4C,AMD A10-7870K Radeon R7 12 Compute Cores 4C,8th,4,138
183,/s/AMD+FX-8150+Eight-Core,AMD FX-8150 Eight-Core,8th,4,137 +/- 3
184,/s/AMD+A10-7850K+APU,AMD A10-7850K APU,7th,9,131 +/- 5
185,/s/Ampere+eMAG+ARMv8+32-Core,Ampere eMAG ARMv8 32-Core,7th,4,92
186,/s/ARMv8+Cortex-A72+4-Core,ARMv8 Cortex-A72 4-Core,5th,35,53 +/- 4
187,/s/ARMv7+4-Core,ARMv7 4-Core,4th,4,34 +/- 1
188,/s/ARMv7+Cortex-A72+4-Core,ARMv7 Cortex-A72 4-Core,3rd,16,26
189,/s/ARMv8+Cortex-A53+4-Core,ARMv8 Cortex-A53 4-Core,3rd,3,24 +/- 3
1 idproc descproc percentile nbproc perf
2 0 /s/AMD+Ryzen+7+5800X+8-Core AMD Ryzen 7 5800X 8-Core 99th 32 546 +/- 32
3 1 /s/AMD+Ryzen+9+5950X+16-Core AMD Ryzen 9 5950X 16-Core 99th 44 544 +/- 33
4 2 /s/Intel+Core+i9-10900KF Intel Core i9-10900KF 98th 3 538 +/- 2
5 3 /s/AMD+Ryzen+9+5900X+12-Core AMD Ryzen 9 5900X 12-Core 97th 38 531 +/- 22
6 4 /s/Intel+Core+i7-11700K Intel Core i7-11700K 96th 3 523 +/- 25
7 5 /s/AMD+Ryzen+5+5600X+6-Core AMD Ryzen 5 5600X 6-Core 96th 24 517 +/- 20
8 6 /s/Intel+Core+i9-11900K Intel Core i9-11900K 93rd 14 504 +/- 17
9 7 /s/Intel+Core+i5-11600K Intel Core i5-11600K 92nd 5 477 +/- 5
10 8 /s/AMD+Ryzen+9+5900HX AMD Ryzen 9 5900HX 90th 5 449 +/- 34
11 9 /s/Intel+Core+i9-9900KS Intel Core i9-9900KS 90th 11 447 +/- 9
12 10 /s/AMD+EPYC+72F3+8-Core AMD EPYC 72F3 8-Core 89th 5 444 +/- 4
13 11 /s/Intel+Core+i9-9900K Intel Core i9-9900K 89th 10 443 +/- 5
14 12 /s/Intel+Core+i9-10900K Intel Core i9-10900K 89th 19 443 +/- 35
15 13 /s/AMD+EPYC+7543+32-Core AMD EPYC 7543 32-Core 89th 10 440 +/- 31
16 14 /s/2+x+AMD+EPYC+75F3+32-Core 2 x AMD EPYC 75F3 32-Core 89th 11 440 +/- 27
17 15 /s/AMD+EPYC+73F3+16-Core AMD EPYC 73F3 16-Core 88th 4 439
18 16 /s/2+x+AMD+EPYC+73F3+16-Core 2 x AMD EPYC 73F3 16-Core 88th 4 438 +/- 2
19 17 /s/Intel+Core+i7-8086K Intel Core i7-8086K 88th 4 437 +/- 27
20 18 /s/AMD+EPYC+75F3+32-Core AMD EPYC 75F3 32-Core 88th 7 437 +/- 1
21 19 /s/AMD+Ryzen+7+3800XT+8-Core AMD Ryzen 7 3800XT 8-Core 87th 8 433 +/- 4
22 20 /s/AMD+EPYC+74F3+24-Core AMD EPYC 74F3 24-Core 86th 4 431 +/- 3
23 21 /s/Intel+Xeon+E-2288G Intel Xeon E-2288G 85th 9 425 +/- 11
24 22 /s/AMD+Ryzen+Threadripper+3970X+32-Core AMD Ryzen Threadripper 3970X 32-Core 85th 20 424 +/- 16
25 23 /s/AMD+Ryzen+9+3950X+16-Core AMD Ryzen 9 3950X 16-Core 83rd 24 420 +/- 8
26 24 /s/Intel+Core+i9-10885H Intel Core i9-10885H 83rd 3 419 +/- 1
27 25 /s/AMD+Ryzen+Threadripper+3960X+24-Core AMD Ryzen Threadripper 3960X 24-Core 82nd 5 417 +/- 8
28 26 /s/Intel+Core+i9-9900 Intel Core i9-9900 81st 4 414 +/- 5
29 27 /s/Intel+Core+i5-10600K Intel Core i5-10600K 80th 17 410 +/- 10
30 28 /s/AMD+Ryzen+7+3700X+8-Core AMD Ryzen 7 3700X 8-Core 80th 10 410 +/- 23
31 29 /s/AMD+Ryzen+5+3600X+6-Core AMD Ryzen 5 3600X 6-Core 79th 10 408 +/- 8
32 30 /s/AMD+Ryzen+9+3900XT+12-Core AMD Ryzen 9 3900XT 12-Core 79th 13 407 +/- 25
33 31 /s/AMD+Ryzen+3+3300X+4-Core AMD Ryzen 3 3300X 4-Core 79th 4 407 +/- 6
34 32 /s/Intel+Core+i7-1165G7 Intel Core i7-1165G7 79th 18 406 +/- 45
35 33 /s/AMD+Ryzen+9+3900X+12-Core AMD Ryzen 9 3900X 12-Core 78th 24 405 +/- 18
36 34 /s/AMD+Ryzen+5+3600+6-Core AMD Ryzen 5 3600 6-Core 77th 4 403 +/- 9
37 35 /s/Intel+Core+i7-8700K Intel Core i7-8700K 77th 4 401 +/- 12
38 36 /s/Intel+Core+i7-1185G7 Intel Core i7-1185G7 77th 3 401 +/- 5
39 38 /s/AMD+EPYC+7713+64-Core AMD EPYC 7713 64-Core 75th 6 396 +/- 7
40 39 /s/2+x+AMD+EPYC+7713+64-Core 2 x AMD EPYC 7713 64-Core 75th 7 393 +/- 4
41 40 /s/AMD+Ryzen+Threadripper+3990X+64-Core AMD Ryzen Threadripper 3990X 64-Core 74th 19 391 +/- 17
42 41 /s/2+x+AMD+EPYC+7513+32-Core 2 x AMD EPYC 7513 32-Core 74th 4 388 +/- 8
43 42 /s/AMD+Ryzen+7+3800X+8-Core AMD Ryzen 7 3800X 8-Core 73rd 10 386 +/- 14
44 43 /s/AMD+Ryzen+Threadripper+PRO+3975WX+32-Cores AMD Ryzen Threadripper PRO 3975WX 32-Cores 73rd 4 385 +/- 12
45 44 /s/2+x+AMD+EPYC+7763+64-Core 2 x AMD EPYC 7763 64-Core 73rd 13 385 +/- 16
46 45 /s/Intel+Core+i7-7740K Intel Core i7-7740K 71st 4 375 +/- 6
47 46 /s/Intel+Core+i9-10980XE Intel Core i9-10980XE 70th 11 371 +/- 12
48 47 /s/AMD+EPYC+7763+64-Core AMD EPYC 7763 64-Core 70th 6 368 +/- 24
49 48 /s/Intel+Core+i7-1065G7 Intel Core i7-1065G7 69th 12 367 +/- 26
50 49 /s/Intel+Core+i9-7980XE Intel Core i9-7980XE 69th 7 365 +/- 4
51 50 /s/Intel+Core+i7-9750H Intel Core i7-9750H 69th 15 365 +/- 10
52 51 /s/2+x+Intel+Xeon+Platinum+8380 2 x Intel Xeon Platinum 8380 68th 8 363 +/- 22
53 52 /s/Intel+Xeon+W-2295 Intel Xeon W-2295 67th 3 362 +/- 7
54 53 /s/Intel+Core+i7-7900X Intel Core i7-7900X 67th 4 362 +/- 3
55 54 /s/Intel+Core+i3-10100 Intel Core i3-10100 67th 6 361 +/- 9
56 55 /s/2+x+AMD+EPYC+7F52+16-Core 2 x AMD EPYC 7F52 16-Core 66th 12 358 +/- 11
57 56 /s/2+x+AMD+EPYC+7F32+8-Core 2 x AMD EPYC 7F32 8-Core 66th 8 358 +/- 11
58 57 /s/Intel+Core+i7-8700B Intel Core i7-8700B 66th 4 356 +/- 8
59 58 /s/2+x+Intel+Xeon+Gold+6250 2 x Intel Xeon Gold 6250 64th 4 353 +/- 8
60 59 /s/AMD+EPYC+7F52+16-Core AMD EPYC 7F52 16-Core 64th 18 352 +/- 13
61 60 /s/AMD+EPYC+7F32+8-Core AMD EPYC 7F32 8-Core 62nd 19 345 +/- 13
62 61 /s/Intel+Core+i7-7700 Intel Core i7-7700 62nd 3 344 +/- 10
63 62 /s/Intel+Xeon+Gold+6258R Intel Xeon Gold 6258R 62nd 5 344 +/- 17
64 63 /s/Intel+Core+i5-8400 Intel Core i5-8400 62nd 4 343 +/- 9
65 64 /s/Intel+Xeon+Platinum+8280 Intel Xeon Platinum 8280 61st 7 339 +/- 16
66 65 /s/2+x+Intel+Xeon+Platinum+8280 2 x Intel Xeon Platinum 8280 61st 35 338 +/- 16
67 66 /s/Intel+Core+i5-9400F Intel Core i5-9400F 59th 5 332 +/- 14
68 67 /s/2+x+AMD+EPYC+7F72+24-Core 2 x AMD EPYC 7F72 24-Core 58th 21 330 +/- 11
69 68 /s/Intel+Xeon+Gold+5220R Intel Xeon Gold 5220R 57th 6 328 +/- 20
70 69 /s/Intel+Xeon+E3-1270+v5 Intel Xeon E3-1270 v5 56th 18 325 +/- 20
71 70 /s/2+x+Intel+Xeon+Gold+6230R 2 x Intel Xeon Gold 6230R 55th 3 323 +/- 9
72 71 /s/AMD+EPYC+7F72+24-Core AMD EPYC 7F72 24-Core 55th 11 323 +/- 9
73 72 /s/Intel+Pentium+Gold+G6400 Intel Pentium Gold G6400 54th 5 322 +/- 8
74 73 /s/AMD+Ryzen+3+3100+4-Core AMD Ryzen 3 3100 4-Core 53rd 6 321
75 74 /s/Intel+Core+i7-9700TE Intel Core i7-9700TE 53rd 4 321 +/- 2
76 75 /s/Intel+Core+i7-8750H Intel Core i7-8750H 53rd 3 320 +/- 5
77 76 /s/Intel+Xeon+E3-1245+v5 Intel Xeon E3-1245 v5 52nd 3 319 +/- 1
78 78 /s/2+x+Intel+Xeon+Gold+6258R 2 x Intel Xeon Gold 6258R 50th 5 318 +/- 5
79 79 /s/Intel+Xeon+Gold+6226R Intel Xeon Gold 6226R 50th 10 318 +/- 6
80 80 /s/2+x+Intel+Xeon+Platinum+8272CL 2 x Intel Xeon Platinum 8272CL 50th 4 318 +/- 9
81 81 /s/Intel+Xeon+E3-1280+v5 Intel Xeon E3-1280 v5 50th 6 317 +/- 3
82 82 /s/2+x+AMD+EPYC+7542+32-Core 2 x AMD EPYC 7542 32-Core 50th 5 317 +/- 10
83 83 /s/AMD+Ryzen+Threadripper+2970WX+24-Core AMD Ryzen Threadripper 2970WX 24-Core 49th 4 316 +/- 5
84 84 /s/Intel+Core+i7-4790K Intel Core i7-4790K 49th 4 316 +/- 3
85 85 /s/Intel+Xeon+E3-1240+v5 Intel Xeon E3-1240 v5 49th 4 316 +/- 19
86 86 /s/Intel+Core+i7-8565U Intel Core i7-8565U 48th 3 315 +/- 7
87 87 /s/2+x+AMD+EPYC+7452+32-Core 2 x AMD EPYC 7452 32-Core 47th 5 314 +/- 11
88 88 /s/Intel+Xeon+E3-1260L+v5 Intel Xeon E3-1260L v5 47th 3 314 +/- 1
89 89 /s/2+x+AMD+EPYC+7742+64-Core 2 x AMD EPYC 7742 64-Core 47th 32 313 +/- 13
90 90 /s/AMD+Ryzen+Threadripper+2990WX+32-Core AMD Ryzen Threadripper 2990WX 32-Core 46th 5 312 +/- 20
91 91 /s/Intel+Xeon+Gold+5218 Intel Xeon Gold 5218 46th 12 312 +/- 8
92 92 /s/AMD+Ryzen+7+2700X+Eight-Core AMD Ryzen 7 2700X Eight-Core 46th 4 312 +/- 11
93 93 /s/2+x+AMD+EPYC+7262+8-Core 2 x AMD EPYC 7262 8-Core 44th 6 310 +/- 18
94 94 /s/AMD+EPYC+7262+8-Core AMD EPYC 7262 8-Core 44th 5 310 +/- 12
95 95 /s/2+x+AMD+EPYC+7502+32-Core 2 x AMD EPYC 7502 32-Core 43rd 5 309 +/- 15
96 96 /s/AMD+EPYC+7542+32-Core AMD EPYC 7542 32-Core 43rd 8 309 +/- 4
97 97 /s/2+x+AMD+EPYC+7552+48-Core 2 x AMD EPYC 7552 48-Core 43rd 5 309 +/- 11
98 98 /s/2+x+Intel+Xeon+Gold+5220R 2 x Intel Xeon Gold 5220R 43rd 20 309 +/- 17
99 99 /s/AMD+Ryzen+5+2600X+Six-Core AMD Ryzen 5 2600X Six-Core 43rd 5 308 +/- 14
100 100 /s/AMD+EPYC+7502P+32-Core AMD EPYC 7502P 32-Core 42nd 18 307 +/- 8
101 101 /s/AMD+EPYC+7742+64-Core AMD EPYC 7742 64-Core 42nd 10 307 +/- 5
102 102 /s/2+x+AMD+EPYC+7402+24-Core 2 x AMD EPYC 7402 24-Core 42nd 5 307 +/- 13
103 103 /s/2+x+Intel+Xeon+Platinum+8259L 2 x Intel Xeon Platinum 8259L 42nd 5 306 +/- 10
104 104 /s/AMD+EPYC+7402P+24-Core AMD EPYC 7402P 24-Core 42nd 14 306 +/- 7
105 105 /s/AMD+EPYC+7502+32-Core AMD EPYC 7502 32-Core 40th 7 304 +/- 11
106 106 /s/2+x+Intel+Xeon+Gold+6226R 2 x Intel Xeon Gold 6226R 39th 4 303 +/- 5
107 107 /s/AMD+EPYC+7642+48-Core AMD EPYC 7642 48-Core 39th 16 303 +/- 13
108 108 /s/AMD+EPYC+7452+32-Core AMD EPYC 7452 32-Core 39th 8 303 +/- 5
109 109 /s/2+x+AMD+EPYC+7532+32-Core 2 x AMD EPYC 7532 32-Core 39th 8 303 +/- 12
110 110 /s/Intel+Core+i7-8550U Intel Core i7-8550U 39th 7 302 +/- 6
111 111 /s/AMD+EPYC+7702+64-Core AMD EPYC 7702 64-Core 39th 13 302 +/- 5
112 112 /s/2+x+AMD+EPYC+7302+16-Core 2 x AMD EPYC 7302 16-Core 39th 4 302 +/- 19
113 113 /s/2+x+AMD+EPYC+7642+48-Core 2 x AMD EPYC 7642 48-Core 38th 5 301 +/- 15
114 114 /s/AMD+EPYC+7302P+16-Core AMD EPYC 7302P 16-Core 38th 20 301 +/- 12
115 115 /s/AMD+EPYC+7552+48-Core AMD EPYC 7552 48-Core 37th 10 300 +/- 4
116 116 /s/2+x+AMD+EPYC+7282+16-Core 2 x AMD EPYC 7282 16-Core 37th 6 300 +/- 17
117 117 /s/Intel+Core+i5-7600K Intel Core i5-7600K 36th 7 299 +/- 6
118 118 /s/AMD+EPYC+7532+32-Core AMD EPYC 7532 32-Core 36th 10 299 +/- 5
119 119 /s/AMD+EPYC+7662+64-Core AMD EPYC 7662 64-Core 35th 11 298 +/- 6
120 120 /s/AMD+Ryzen+7+2700+Eight-Core AMD Ryzen 7 2700 Eight-Core 35th 6 298 +/- 20
121 121 /s/Intel+Core+i3-8100 Intel Core i3-8100 34th 4 297 +/- 4
122 122 /s/2+x+AMD+EPYC+7272+12-Core 2 x AMD EPYC 7272 12-Core 34th 6 297 +/- 16
123 123 /s/2+x+AMD+EPYC+7252+8-Core 2 x AMD EPYC 7252 8-Core 33rd 7 296 +/- 16
124 124 /s/AMD+EPYC+7282+16-Core AMD EPYC 7282 16-Core 33rd 11 296 +/- 6
125 125 /s/Intel+Core+i3-7100 Intel Core i3-7100 32nd 9 295 +/- 20
126 126 /s/2+x+AMD+EPYC+7352+24-Core 2 x AMD EPYC 7352 24-Core 32nd 7 294 +/- 11
127 127 /s/AMD+EPYC+7272+12-Core AMD EPYC 7272 12-Core 32nd 8 294 +/- 6
128 128 /s/AMD+Ryzen+5+2600+Six-Core AMD Ryzen 5 2600 Six-Core 31st 7 293 +/- 9
129 129 /s/2+x+Intel+Xeon+Gold+6138 2 x Intel Xeon Gold 6138 31st 4 293 +/- 4
130 130 /s/AMD+EPYC+7352+24-Core AMD EPYC 7352 24-Core 30th 6 291 +/- 13
131 131 /s/AMD+Ryzen+5+5500U AMD Ryzen 5 5500U 29th 6 290 +/- 1
132 132 /s/Intel+Xeon+Silver+4215R Intel Xeon Silver 4215R 28th 4 289 +/- 4
133 133 /s/Intel+Xeon+Gold+5217 Intel Xeon Gold 5217 28th 9 288 +/- 5
134 134 /s/Intel+Core+i5-6500 Intel Core i5-6500 28th 4 286 +/- 9
135 135 /s/AMD+EPYC+7252+8-Core AMD EPYC 7252 8-Core 28th 3 286
136 136 /s/AMD+Ryzen+5+3400G AMD Ryzen 5 3400G 28th 3 286 +/- 10
137 137 /s/Intel+Xeon+E5-1680+v3 Intel Xeon E5-1680 v3 27th 4 284 +/- 4
138 138 /s/AMD+Ryzen+7+4700U AMD Ryzen 7 4700U 26th 5 282 +/- 6
139 140 /s/Intel+Xeon+Silver+4214R Intel Xeon Silver 4214R 24th 4 278 +/- 7
140 141 /s/AMD+Ryzen+7+1800X+Eight-Core AMD Ryzen 7 1800X Eight-Core 24th 8 278 +/- 4
141 142 /s/Intel+Xeon+Silver+4216 Intel Xeon Silver 4216 24th 13 278 +/- 14
142 143 /s/AMD+Ryzen+5+2400G AMD Ryzen 5 2400G 22nd 7 273 +/- 37
143 144 /s/Intel+Celeron+G5900 Intel Celeron G5900 22nd 5 272 +/- 6
144 145 /s/2+x+Intel+Xeon+Silver+4215R 2 x Intel Xeon Silver 4215R 22nd 4 272 +/- 5
145 146 /s/AMD+Ryzen+3+1300X AMD Ryzen 3 1300X 22nd 5 271 +/- 7
146 147 /s/AMD+Ryzen+5+4500U AMD Ryzen 5 4500U 21st 15 270 +/- 7
147 148 /s/2+x+Intel+Xeon+Silver+4214R 2 x Intel Xeon Silver 4214R 21st 4 269 +/- 3
148 149 /s/AMD+EPYC+7232P+8-Core AMD EPYC 7232P 8-Core 21st 17 269 +/- 8
149 150 /s/Intel+Core+i7-5775C Intel Core i7-5775C 21st 5 268 +/- 21
150 151 /s/Intel+Core+i7-5960X Intel Core i7-5960X 21st 5 268 +/- 2
151 152 /s/Intel+Core+i7-4770K Intel Core i7-4770K 21st 3 266 +/- 1
152 153 /s/Intel+Xeon+Platinum+8253 Intel Xeon Platinum 8253 20th 4 265 +/- 6
153 154 /s/2+x+Intel+Xeon+Gold+6330 2 x Intel Xeon Gold 6330 20th 3 264 +/- 7
154 155 /s/Intel+Core+i5-4670 Intel Core i5-4670 20th 6 264 +/- 12
155 156 /s/AMD+Ryzen+7+1700+Eight-Core AMD Ryzen 7 1700 Eight-Core 19th 12 263 +/- 10
156 157 /s/2+x+Intel+Xeon+Silver+4216 2 x Intel Xeon Silver 4216 18th 4 259 +/- 4
157 158 /s/4+x+Intel+Xeon+Gold+6254 4 x Intel Xeon Gold 6254 17th 3 258 +/- 6
158 159 /s/Intel+Xeon+E5-2687W+v3 Intel Xeon E5-2687W v3 17th 5 258 +/- 6
159 160 /s/Intel+Core+i7-6700HQ Intel Core i7-6700HQ 17th 4 255 +/- 18
160 161 /s/Intel+Xeon+E3-1235L+v5 Intel Xeon E3-1235L v5 17th 3 253 +/- 1
161 162 /s/Ampere+Altra+ARMv8+Neoverse-N1+160-Core Ampere Altra ARMv8 Neoverse-N1 160-Core 16th 11 251 +/- 19
162 163 /s/2+x+AMD+EPYC+7601+32-Core 2 x AMD EPYC 7601 32-Core 16th 7 251 +/- 9
163 164 /s/AMD+EPYC+7601+32-Core AMD EPYC 7601 32-Core 16th 4 251 +/- 3
164 165 /s/AMD+Ryzen+3+2200G AMD Ryzen 3 2200G 16th 4 248 +/- 11
165 166 /s/2+x+Intel+Xeon+E5-2678+v3 2 x Intel Xeon E5-2678 v3 15th 3 240 +/- 21
166 167 /s/Intel+Xeon+Silver+4108 Intel Xeon Silver 4108 15th 3 240 +/- 2
167 168 /s/2+x+Intel+Xeon+Silver+4210 2 x Intel Xeon Silver 4210 15th 4 239 +/- 3
168 169 /s/2+x+Intel+Xeon+Silver+4210R 2 x Intel Xeon Silver 4210R 15th 3 237 +/- 5
169 170 /s/Intel+Core+i7-4960X Intel Core i7-4960X 13th 4 222 +/- 6
170 171 /s/AMD+Ryzen+3+3200U AMD Ryzen 3 3200U 13th 12 219 +/- 5
171 172 /s/Intel+Core+i7-5600U Intel Core i7-5600U 12th 3 214 +/- 22
172 173 /s/AMD+EPYC+7551+32-Core AMD EPYC 7551 32-Core 12th 3 213 +/- 22
173 174 /s/Intel+Core+i5-3470 Intel Core i5-3470 12th 5 207 +/- 2
174 175 /s/Intel+Core+i5-2500K Intel Core i5-2500K 11th 5 200 +/- 10
175 176 /s/Intel+Core+i7-3770K Intel Core i7-3770K 11th 4 198 +/- 3
176 177 /s/ARMv8+Neoverse-N1+64-Core ARMv8 Neoverse-N1 64-Core 11th 3 196 +/- 2
177 178 /s/Intel+Core+i7-2700K Intel Core i7-2700K 10th 4 193 +/- 11
178 179 /s/POWER9+44-Core POWER9 44-Core 9th 6 168
179 180 /s/Intel+Core+i3-4130 Intel Core i3-4130 9th 4 166 +/- 2
180 181 /s/AMD+FX-8370+Eight-Core AMD FX-8370 Eight-Core 8th 4 150
181 182 /s/AMD+A10-7870K+Radeon+R7+12+Compute+Cores+4C AMD A10-7870K Radeon R7 12 Compute Cores 4C 8th 4 138
182 183 /s/AMD+FX-8150+Eight-Core AMD FX-8150 Eight-Core 8th 4 137 +/- 3
183 184 /s/AMD+A10-7850K+APU AMD A10-7850K APU 7th 9 131 +/- 5
184 185 /s/Ampere+eMAG+ARMv8+32-Core Ampere eMAG ARMv8 32-Core 7th 4 92
185 186 /s/ARMv8+Cortex-A72+4-Core ARMv8 Cortex-A72 4-Core 5th 35 53 +/- 4
186 187 /s/ARMv7+4-Core ARMv7 4-Core 4th 4 34 +/- 1
187 188 /s/ARMv7+Cortex-A72+4-Core ARMv7 Cortex-A72 4-Core 3rd 16 26
188 189 /s/ARMv8+Cortex-A53+4-Core ARMv8 Cortex-A53 4-Core 3rd 3 24 +/- 3