MLB/Players/Ke'Bryan Hayes
Ke'Bryan Hayes

KE'BRYAN HAYES

3B · Cincinnati Reds · 20202026 · 706 games
706
CAREER GAMES · REGULAR SEASON
7 seasons
.245
CAREER BATTING AVERAGE
621 hits in 2,534 at-bats
47
CAREER HOME RUNS
233 RBI · 64 stolen bases

01/Hitting

Season by season
Regular season
SeasonClubGABRH2B3BHRRBIBBSOSBAVGOBPSLGOPS
2026CIN781961930215813401.153.206.250.456
2025CIN152527501241635493611112.235.284.306.590
2024PIT96365388590425237511.233.278.290.569
2023PIT1244946513431715612810410.271.310.453.764
2022PIT136505551232437414812220.244.309.345.654
2021PIT96362499320263831879.257.316.373.688
2020PIT24851732725119201.376.436.6821.119
Career7062,534293621109184723318855964.245.297.358.655

04/Where the ball went

2025 Regular season
Play log from 2015
Spray chart · 418 batted balls
Lineout · 87.5 mph · 289 ftForceout · 89.4 mph · 5 ftGroundout · 87.5 mph · 20 ftFlyout · 91.7 mph · 268 ftFlyout · 87.1 mph · 274 ftGrounded into a double play · 89.9 mph · 9 ftFlyout · 97.9 mph · 371 ftFlyout · 86.7 mph · 243 ftGroundout · 85.4 mph · 12 ftGroundout · 83.2 mph · 4 ftFlyout · 88.2 mph · 324 ftGroundout · 65.9 mph · 46 ftGroundout · 83.9 mph · 15 ftFlyout · 83.9 mph · 252 ftPop Out · 85.2 mph · 219 ftGrounded into a double play · 89.4 mph · 17 ftGroundout · 85.1 mph · 2 ftGrounded into a double play · 61.1 mph · 4 ftLineout · 72.7 mph · 174 ftFlyout · 89.9 mph · 316 ftGroundout · 83.9 mph · 2 ftPop Out · 74.5 mph · 165 ftFielder’s choice out · 69.7 mph · 5 ftPop Out · 76.4 mph · 31 ftGroundout · 75.8 mph · 2 ftFlyout · 93.9 mph · 353 ftGrounded into a double play · 72.4 mph · 13 ftGroundout · 50.7 mph · 4 ftGroundout · 99.3 mph · 27 ftFlyout · 97.7 mph · 366 ftGroundout · 91.4 mph · 99 ftGroundout · 91.8 mph · 7 ftGroundout · 78.6 mph · 103 ftPop Out · 69.8 mph · 94 ftGroundout · 63.8 mph · 4 ftGroundout · 96.5 mph · 10 ftSacrifice fly · 75.7 mph · 262 ftGroundout · 67.6 mph · 8 ftGroundout · 103.2 mph · 8 ftField Error · 103.4 mph · 14 ftPop Out · 83.0 mph · 16 ftGroundout · 69.3 mph · 3 ftLineout · 85.9 mph · 299 ftGroundout · 97.9 mph · 12 ftFlyout · 92.4 mph · 317 ftGroundoutGroundout · 75.6 mph · 52 ftFlyout · 72.2 mph · 238 ftFlyout · 93.5 mph · 326 ftGroundout · 105.9 mph · 15 ftGroundout · 102.4 mph · 8 ftGroundout · 87.6 mph · 10 ftGroundout · 96.2 mph · 3 ftGroundout · 101.9 mph · 10 ftLineout · 100.3 mph · 359 ftLineout · 87.1 mph · 317 ftFlyout · 88.8 mph · 303 ftGroundout · 105.5 mph · 8 ftGroundout · 100.6 mph · 40 ftLineout · 80.5 mph · 299 ftPop Out · 67.6 mph · 33 ftFlyout · 99.0 mph · 371 ftForceout · 73.5 mph · 53 ftGroundout · 81.2 mph · 4 ftFlyout · 90.8 mph · 276 ftGroundout · 82.9 mph · 36 ftFlyout · 96.6 mph · 342 ftPop Out · 85.4 mph · 126 ftPop Out · 88.4 mph · 143 ftLineout · 101.2 mph · 301 ftGroundout · 82.3 mph · 4 ftGroundout · 97.8 mph · 3 ftFlyout · 90.4 mph · 337 ftLineout · 95.4 mph · 296 ftGroundout · 94.7 mph · 9 ftGroundout · 1 ftGroundout · 102.0 mph · 5 ftFlyout · 94.3 mph · 355 ftGroundout · 68.4 mph · 5 ftPop Out · 76.7 mph · 148 ftGroundout · 100.2 mph · 111 ftGroundout · 95.3 mph · 28 ftGroundout · 97.2 mph · 29 ftGroundoutForceout · 76.6 mph · 71 ftLineout · 104.8 mph · 298 ftFlyout · 95.3 mph · 321 ftFlyout · 95.2 mph · 352 ftLineout · 59.8 mph · 108 ftPop Out · 71.6 mph · 181 ftGroundout · 67.5 mph · 3 ftLineout · 81.4 mph · 262 ftGroundout · 92.1 mph · 12 ftFlyout · 83.5 mph · 289 ftFlyout · 90.3 mph · 320 ftLineout · 73.1 mph · 155 ftGroundout · 105.8 mph · 21 ftGrounded into a double play · 97.9 mph · 8 ftFlyout · 81.5 mph · 297 ftGroundout · 75.7 mph · 20 ftGroundout · 88.8 mph · 7 ftFlyout · 100.2 mph · 355 ftPop Out · 66.7 mph · 76 ftLineout · 101.7 mph · 187 ftFlyout · 96.6 mph · 280 ftGroundout · 69.0 mph · 20 ftForceout · 100.0 mph · 140 ftLineout · 69.9 mph · 146 ftField Error · 95.4 mph · 4 ftField Error · 89.6 mph · 2 ftGroundout · 74.5 mph · 60 ftGroundout · 85.4 mph · 16 ftGroundout · 85.4 mph · 3 ftLineout · 93.1 mph · 120 ftGroundout · 87.9 mph · 5 ftGroundout · 98.0 mph · 5 ftGroundout · 99.1 mph · 29 ftLineout · 84.2 mph · 151 ftFlyout · 87.2 mph · 210 ftLineout · 75.3 mph · 136 ftLineout · 96.8 mph · 365 ftLineout · 101.3 mph · 364 ftPop Out · 79.9 mph · 153 ftFlyout · 77.8 mph · 244 ftGroundout · 94.7 mph · 4 ftGroundout · 99.7 mph · 25 ftGroundout · 88.2 mph · 5 ftDouble Play · 88.6 mph · 4 ftField Error · 70.0 mph · 42 ftLineout · 92.9 mph · 325 ftGroundout · 80.9 mph · 6 ftLineout · 104.2 mph · 370 ftFielder’s choice · 103.0 mph · 26 ftPop Out · 84.2 mph · 144 ftFlyout · 98.1 mph · 381 ftFlyout · 95.7 mph · 258 ftFlyout · 75.1 mph · 232 ftPop Out · 75.0 mph · 124 ftGroundout · 60.4 mph · 7 ftForceout · 101.3 mph · 6 ftLineout · 105.6 mph · 184 ftGrounded into a double play · 88.0 mph · 42 ftDouble Play · 106.4 mph · 313 ftGroundout · 74.0 mph · 10 ftGroundout · 81.6 mph · 2 ftGroundout · 99.1 mph · 62 ftGroundout · 91.8 mph · 19 ftLineout · 95.9 mph · 281 ftFlyout · 94.2 mphFlyout · 86.0 mph · 267 ftPop Out · 87.7 mph · 203 ftPop Out · 68.8 mph · 74 ftGroundout · 97.5 mph · 8 ftFlyout · 101.2 mph · 355 ftGroundout · 81.8 mph · 4 ftPop Out · 82.5 mph · 113 ftForceout · 103.6 mph · 10 ftGroundout · 98.0 mph · 14 ftGroundout · 83.9 mph · 113 ftLineout · 101.5 mph · 340 ftGroundout · 104.0 mph · 22 ftGroundout · 71.9 mph · 7 ftForceout · 53.0 mph · 77 ftPop Out · 65.5 mph · 111 ftGroundout · 99.0 mph · 21 ftLineout · 99.6 mph · 271 ftGroundout · 80.7 mph · 80 ftGroundout · 91.5 mph · 19 ftGroundout · 93.0 mph · 94 ftLineout · 92.5 mph · 274 ftGrounded into a double play · 99.4 mph · 5 ftGroundout · 107.0 mph · 5 ftPop Out · 82.5 mph · 176 ftFlyout · 89.3 mph · 278 ftFlyout · 96.6 mph · 365 ftGroundout · 76.7 mph · 5 ftGroundout · 93.6 mph · 30 ftGroundout · 82.8 mph · 85 ftFlyout · 87.6 mph · 271 ftPop Out · 91.1 mph · 92 ftFlyout · 87.3 mph · 294 ftGroundout · 73.5 mph · 5 ftForceout · 102.0 mph · 58 ftForceout · 83.6 mph · 44 ftForceout · 82.0 mph · 6 ftFlyout · 99.7 mph · 381 ftLineout · 101.5 mph · 126 ftFlyout · 96.4 mph · 334 ftFlyout · 81.6 mph · 267 ftGroundout · 108.0 mph · 64 ftGroundout · 75.4 mph · 8 ftFlyout · 99.8 mph · 360 ftGroundout · 102.1 mph · 18 ftGroundout · 72.1 mph · 13 ftFlyout · 99.4 mph · 342 ftGroundoutGroundout · 54.1 mph · 3 ftPop Out · 78.2 mph · 191 ftGroundout · 53.7 mph · 6 ftLineout · 99.4 mph · 153 ftGroundout · 94.8 mph · 9 ftFlyout · 82.3 mph · 286 ftGrounded into a double play · 89.1 mph · 72 ftForceout · 90.0 mph · 4 ftGroundout · 104.9 mph · 10 ftGroundout · 75.5 mph · 12 ftForceout · 96.8 mph · 60 ftFlyout · 96.2 mph · 357 ftForceout · 109.7 mph · 3 ftPop Out · 74.4 mph · 81 ftFlyout · 102.1 mph · 385 ftLineout · 96.5 mph · 320 ftGroundout · 96.3 mph · 6 ftFielder’s choice · 72.1 mph · 16 ftFlyout · 90.1 mph · 314 ftFlyout · 104.7 mph · 383 ftFlyout · 92.9 mph · 288 ftFlyout · 93.0 mph · 274 ftGroundout · 76.1 mph · 17 ftSacrifice bunt · 34.8 mph · 21 ftLineout · 77.5 mph · 130 ftGroundout · 107.4 mph · 4 ftFlyout · 92.4 mph · 329 ftFlyout · 96.2 mph · 339 ftGroundout · 92.0 mph · 4 ftFlyout · 89.8 mph · 318 ftGroundout · 103.3 mph · 4 ftGrounded into a double play · 83.3 mph · 10 ftGroundout · 97.0 mph · 10 ftGroundout · 85.1 mph · 12 ftGroundout · 70.2 mph · 9 ftPop Out · 85.9 mph · 170 ftPop Out · 88.8 mph · 156 ftPop Out · 92.7 mph · 176 ftLineout · 98.4 mph · 319 ftLineout · 98.2 mph · 316 ftFlyout · 84.9 mph · 290 ftLineout · 97.1 mph · 341 ftGroundout · 73.0 mph · 7 ftPop Out · 76.3 mph · 174 ftGroundout · 98.1 mph · 10 ftGrounded into a double play · 104.7 mph · 23 ftForceout · 86.4 mph · 7 ftFlyout · 89.7 mph · 222 ftGroundout · 95.9 mph · 9 ftLineout · 103.2 mph · 333 ftGroundout · 79.3 mph · 2 ftGroundout · 97.7 mph · 9 ftFlyout · 93.4 mph · 240 ftGrounded into a double play · 75.2 mph · 12 ftForceout · 93.7 mph · 10 ftFlyout · 92.5 mph · 251 ftGroundout · 107.9 mph · 129 ftPop Out · 89.8 mph · 154 ftGroundout · 76.0 mph · 4 ftGroundout · 68.5 mph · 38 ftGroundout · 97.0 mph · 6 ftGroundout · 108.3 mph · 6 ftLineout · 102.7 mph · 311 ftGroundoutPop Out · 85.5 mph · 67 ftGrounded into a double play · 52.5 mph · 5 ftFlyout · 87.5 mph · 302 ftFlyout · 91.6 mph · 315 ftLineout · 101.1 mph · 309 ftGroundout · 99.2 mph · 39 ftLineout · 105.1 mph · 161 ftGroundout · 95.4 mph · 83 ftPop Out · 65.0 mph · 187 ftLineout · 95.8 mph · 325 ftGroundout · 94.2 mph · 4 ftGroundout · 81.7 mph · 75 ftGroundout · 106.3 mph · 19 ftGroundout · 72.0 mph · 20 ftLineout · 94.9 mph · 356 ftFlyout · 98.4 mph · 345 ftFlyout · 93.2 mph · 356 ftLineout · 104.8 mph · 251 ftLineout · 102.0 mph · 164 ftGroundout · 73.1 mph · 4 ftGroundout · 93.8 mph · 13 ftGroundout · 86.4 mph · 10 ftFlyout · 71.9 mph · 207 ftPop Out · 68.7 mph · 181 ftGroundout · 66.0 mph · 83 ftFlyout · 98.1 mph · 377 ftFielder’s choice out · 84.7 mph · 112 ftGroundout · 104.3 mph · 5 ftGroundout · 92.8 mph · 34 ftPop Out · 87.9 mph · 77 ftPop Out · 92.9 mph · 102 ftFlyout · 103.3 mph · 390 ftPop Out · 81.0 mph · 175 ftPop Out · 84.9 mph · 141 ftSingle · 57.8 mph · 2 ftSingle · 105.4 mph · 210 ftSingle · 69.5 mph · 89 ftSingle · 90.7 mph · 265 ftSingle · 72.7 mph · 243 ftSingle · 99.1 mph · 223 ftSingle · 94.7 mph · 44 ftSingle · 77.4 mph · 2 ftSingle · 95.4 mph · 233 ftSingle · 92.8 mph · 254 ftSingle · 102.5 mph · 87 ftDouble · 97.8 mph · 388 ftSingle · 99.0 mph · 61 ftSingle · 71.5 mph · 179 ftSingle · 65.7 mph · 93 ftSingle · 103.7 mph · 53 ftSingle · 97.7 mph · 184 ftHome Run · 101.8 mph · 371 ftSingle · 100.0 mph · 56 ftSingle · 94.1 mph · 196 ftDouble · 102.5 mph · 382 ftDouble · 86.0 mph · 206 ftDouble · 107.0 mph · 291 ftSingle · 72.5 mph · 170 ftTriple · 103.5 mph · 336 ftSingle · 75.5 mph · 258 ftHome Run · 106.8 mph · 388 ftDouble · 96.9 mph · 340 ftSingle · 65.8 mph · 206 ftSingle · 104.7 mph · 54 ftSingle · 72.3 mph · 219 ftDouble · 102.7 mph · 293 ftSingle · 104.1 mph · 79 ftSingle · 38.6 mph · 1 ftSingleSingle · 95.2 mph · 208 ftHome Run · 101.3 mph · 369 ftSingle · 86.9 mph · 9 ftSingle · 99.7 mph · 265 ftSingle · 88.2 mph · 112 ftDouble · 96.8 mph · 336 ftSingle · 100.8 mph · 278 ftSingle · 100.7 mph · 196 ftSingle · 102.4 mph · 202 ftSingle · 105.0 mph · 58 ftDouble · 101.6 mph · 319 ftSingle · 103.2 mph · 53 ftSingle · 80.5 mph · 46 ftSingle · 101.5 mph · 87 ftDouble · 107.6 mph · 249 ftSingle · 99.4 mph · 269 ftSingle · 69.3 mph · 106 ftSingle · 67.8 mph · 143 ftSingle · 84.4 mph · 193 ftSingle · 73.0 mph · 244 ftDouble · 100.3 mph · 397 ftDouble · 101.8 mph · 370 ftSingle · 106.5 mph · 293 ftSingle · 99.2 mph · 145 ftSingle · 107.8 mph · 46 ftDouble · 97.2 mph · 361 ftSingle · 101.9 mph · 55 ftSingle · 64.7 mph · 171 ftSingle · 103.8 mph · 9 ftSingle · 96.4 mph · 249 ftSingle · 78.1 mph · 30 ftSingle · 102.3 mph · 9 ftSingle · 95.0 mph · 61 ftSingle · 82.5 mph · 2 ftSingle · 67.8 mph · 212 ftSingle · 85.9 mph · 81 ftHome Run · 102.2 mph · 413 ftSingle · 18.3 mph · 5 ftSingle · 93.9 mph · 84 ftSingle · 93.2 mph · 281 ftSingle · 71.7 mph · 258 ftSingle · 85.7 mph · 213 ftSingle · 91.6 mph · 134 ftSingle · 102.2 mph · 122 ftSingle · 100.7 mph · 266 ftSingle · 59.0 mph · 3 ftDouble · 95.7 mph · 267 ftSingleSingle · 101.6 mph · 156 ftTriple · 100.9 mph · 360 ftSingle · 104.1 mph · 210 ftSingle · 81.3 mph · 7 ftSingle · 67.3 mph · 2 ftSingle · 60.4 mph · 28 ftSingle · 97.1 mph · 98 ftSingle · 95.9 mph · 209 ftSingle · 106.0 mph · 47 ftDouble · 102.2 mph · 362 ftSingle · 97.3 mph · 18 ftSingle · 100.7 mph · 11 ftSingle · 99.3 mph · 230 ftSingle · 61.6 mph · 4 ftSingle · 83.8 mph · 13 ftSingle · 65.7 mph · 198 ftSingle · 89.8 mph · 20 ftSingle · 106.2 mph · 93 ftSingle · 99.3 mph · 217 ftSingle · 72.2 mph · 213 ftDouble · 86.8 mph · 266 ftSingle · 106.5 mph · 57 ftSingle · 73.3 mph · 241 ftSingle · 100.6 mph · 13 ftSingle · 104.0 mph · 149 ftSingle · 83.3 mph · 250 ftSingle · 79.1 mph · 30 ftSingle · 95.4 mph · 149 ftSingle · 101.7 mph · 155 ftSingle · 106.1 mph · 134 ftSingle · 73.6 mph · 183 ftSingle · 100.2 mph · 259 ftSingle · 101.8 mph · 186 ftDouble · 99.1 mph · 176 ftSingle · 103.7 mph · 21 ftHome Run · 96.6 mph · 348 ftTriple · 106.3 mph · 302 ftSingle · 105.0 mph · 4 ftSingle · 99.4 mph · 326 ftSingle · 99.3 mph · 9 ftSingle · 100.1 mph · 215 ft
Hit (124) Out (294) Home run (5)
Average exit velocity 89.0 mph · longest 413 ft

05/Game log

2025
Regular season
DateOppResultABRHHRRBIBBSO
MAR 27@ MIAL 454110001
MAR 28@ MIAW 434010000
MAR 29@ MIAL 455100000
MAR 30@ MIAL 230000000
MAR 31@ TBL 163000000
APR 1@ TBL 074020001
APR 2@ TBW 424010000
APR 4vs NYYL 494111310
APR 5vs NYYL 4103120110
APR 6vs NYYW 544110012
APR 7vs STLW 843110111
APR 8vs STLL 354000001
APR 9vs STLW 214110011
APR 11@ CINL 352000021
APR 12@ CINL 254000002
APR 14vs WSHW 1034120300
APR 15vs WSHL 034000001
APR 16vs WSHW 614000001
APR 17vs WSHW 103000001
APR 19vs CLEL 034010002
APR 20vs CLEL 455020101
APR 22@ LAAW 935010100
APR 23@ LAAW 303010001
APR 24@ LAAL 344010100
APR 25@ LADW 303010111
APR 26@ LADL 483020000
APR 27@ LADL 294010001
APR 29vs CHCL 094010000
APR 30vs CHCW 434020102
MAY 1vs CHCL 384000000
MAY 2vs SDL 494010002
MAY 3vs SDL 124020000
MAY 4vs SDL 044020001
MAY 5@ STLL 364000001
MAY 6@ STLL 124020100
MAY 7@ STLL 054010002
MAY 9vs ATLW 323000002
MAY 10vs ATLL 234010001
MAY 11vs ATLW 435120000
MAY 12@ NYML 344010110
MAY 13@ NYML 124020001
MAY 16@ PHIL 484100002
MAY 17@ PHIL 253010002
MAY 18@ PHIL 013000011
MAY 19vs CINL 174000002
MAY 20vs CINW 103010000
MAY 21vs CINW 313210010
MAY 22vs MILL 585010000
MAY 23vs MILW 655000000
MAY 24vs MILW 214000000
MAY 26@ AZL 054000000
MAY 27@ AZW 963100021
MAY 28@ AZW 1013210111
MAY 30@ SDL 234000004
MAY 31@ SDW 504010102
JUN 1@ SDL 464010100
JUN 3vs HOUL 032000010
JUN 4vs HOUW 303010000
JUN 5vs HOUL 284010000
JUN 7vs PHIW 213000001
JUN 8vs PHIW 214120001
JUN 9vs MIAW 1034110001
JUN 10vs MIAL 234111101
JUN 11vs MIAW 523120001
JUN 13@ CHCW 214010002
JUN 14@ CHCL 124010001
JUN 15@ CHCL 234000000
JUN 17@ DETL 373000001
JUN 19@ DETW 841110100
JUN 19@ DETL 294000002
JUN 21vs TEXL 234010001
JUN 22vs TEXW 834120200
JUN 23@ MILW 543110011
JUN 24@ MILL 394010002
JUN 27vs NYMW 914120111
JUN 28vs NYMW 924120200
JUN 29vs NYMW 1215330200
JUN 30vs STLW 704010200
JUL 1vs STLW 103110000
JUL 2vs STLW 504110002
JUL 4@ SEAL 064010000
JUL 5@ SEAL 013000002
JUL 6@ SEAL 011000001
JUL 7@ KCL 394000001
JUL 8@ KCL 344010002
JUL 9@ KCL 344010202
JUL 11@ MINL 124000001
JUL 12@ MINL 4124000001
JUL 13@ MINW 214120001
JUL 18vs CWSL 1103000000
JUL 19vs CWSL 4103110210
JUL 20vs CWSL 273010000
JUL 21vs DETW 304120001
JUL 22vs DETW 855120101
JUL 23vs DETW 614110001
JUL 25vs AZL 014000001
JUL 26vs AZW 203000000
JUL 27vs AZW 604010201
JUL 28@ SFW 654000001
JUL 29@ SFW 314010000
JUL 31vs ATLL 11125111300
AUG 1vs ATLW 323000000
AUG 2vs ATLL 244020000
AUG 4@ CHCW 323010001
AUG 5@ CHCW 511000000
AUG 6@ CHCL 163000000
AUG 7@ PITL 073010000
AUG 8@ PITL 234000001
AUG 9@ PITW 214000000
AUG 10@ PITW 1484110010
AUG 11vs PHIL 143010000
AUG 12vs PHIW 611000000
AUG 13vs PHIW 802120010
AUG 15vs MILL 8103100012
AUG 16vs MILL 564121202
AUG 17vs MILW 324010002
AUG 18@ LAAW 414110000
AUG 19@ LAAW 642110010
AUG 20@ LAAL 123120000
AUG 22@ AZL 564210100
AUG 23@ AZL 1103020010
AUG 24@ AZW 612000020
AUG 25@ LADL 074000002
AUG 26@ LADL 363000001
AUG 27@ LADL 154000003
AUG 29vs STLL 573111121
AUG 30vs STLL 244010000
AUG 31vs STLW 744120201
SEP 1vs TORW 544130200
SEP 2vs TORL 9125020002
SEP 3vs TORL 9132100011
SEP 5vs NYML 452010111
SEP 6vs NYMW 631000000
SEP 7vs NYMW 322010011
SEP 8@ SDL 344010001
SEP 9@ SDW 423000000
SEP 10@ SDW 213020010
SEP 12@ ATHL 034010001
SEP 13@ ATHL 5113000010
SEP 14@ ATHL 474000001
SEP 15@ STLW 1163000001
SEP 16@ STLL 033000000
SEP 18vs CHCW 100000000
SEP 19vs CHCW 742100020
SEP 20vs CHCW 634000001
SEP 21vs CHCW 103000001
SEP 23vs PITL 242000001
SEP 24vs PITL 340000000
SEP 25vs PITW 213020000
SEP 26@ MILW 313000010
SEP 27@ MILW 744110111
SEP 28@ MILL 243000001

Regular season and postseason are separate tables and are never summed into one career line; spring training is excluded entirely. Hitting and pitching come from different source rows, so a two-way player has both tables and neither borrows from the other. Innings pitched is summed as outs and converted once: the stored value counts thirds, so “6.1” means six innings and one out, and adding those as decimals understates a career. ERA and WHIP are computed from those totals rather than averaged across seasons. On-base percentage is (H + BB) over (AB + BB), which runs slightly under the official figure because the source rows carry no hit-by-pitch or sacrifice fly. The charts cover 2015 onward only, and the spray chart plots batted balls with a recorded landing spot: a strikeout or a walk has no location and is not a missing dot. Its field is a representative park, not the one the ball was hit in, because a spray chart pooled across a season is hit in thirty different outfields.