AMD Ryzen 7 7840U testing with a Framework FRANMDCP07 (03.03 BIOS) and AMD Phoenix1 512MB on Ubuntu 23.10 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2401054-NE-DG437294407
dg,
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q78",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q34",
Lower Results Are Better
"a",
"b",
"c",
"Speedb 2.7 - Test: Random Fill Sync",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q24",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q88",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q07",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q71",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q76",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q73",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q90",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q24",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q04",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q96",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q88",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q08",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q46",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q56",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q15",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q73",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q39",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q79",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q88",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q58",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q56",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q48",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q63",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q58",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q04",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q38",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q92",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q40",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q87",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q27",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q89",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q14",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q94",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q74",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q94",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q66",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q60",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q31",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q28",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q26",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q42",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 12 - Input: Bosphorus 4K",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q36",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q14",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q49",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q01",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q20",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q10",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q10",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q68",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q62",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 8 - Input: Bosphorus 4K",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q96",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q83",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q64",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q92",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q26",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q19",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q39",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q52",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q33",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q63",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q36",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q91",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q35",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q65",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q49",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q69",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q64",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q37",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q32",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q31",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q44",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q90",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q12",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q09",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 13 - Input: Bosphorus 4K",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q77",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q13",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q90",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q56",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q61",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q47",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q40",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q76",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q53",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q21",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q98",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q68",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q91",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q52",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q59",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q61",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 4 - Input: Bosphorus 4K",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q11",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q01",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q46",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q99",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q79",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q75",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q45",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q37",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q80",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q60",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q07",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q99",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q31",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q69",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q02",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q95",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q38",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q08",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q91",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q71",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q28",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q48",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q74",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q11",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q64",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q05",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q39",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q70",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q05",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q36",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q72",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q03",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q82",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q45",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q75",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q27",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q50",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q59",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q28",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q68",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q85",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q21",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q29",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q59",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q25",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q13",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q76",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q15",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q63",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q25",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q32",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q87",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q21",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q97",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q40",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q84",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q29",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q55",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q81",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q18",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q52",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q82",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q25",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q55",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q38",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q24",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q71",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q09",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q57",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q82",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q11",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q18",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q83",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q97",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q84",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q96",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q72",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q98",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q12",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q57",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q55",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q42",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q34",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q50",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q61",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q16",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q51",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q92",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q32",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q18",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q86",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q13",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q07",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q37",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q93",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q35",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q41",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q66",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q29",
Lower Results Are Better
"a",
"b",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q43",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q70",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q80",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q72",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q84",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q95",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q75",
Lower Results Are Better
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q60",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q51",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q80",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q20",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q50",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q99",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q65",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q45",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q44",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q77",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q15",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q19",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q03",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q94",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q20",
Lower Results Are Better
"a",
"b",
"c",
"Speedb 2.7 - Test: Random Read",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q65",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q30",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q27",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q26",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q44",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q53",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q89",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q86",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q49",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q43",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q35",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q69",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q41",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q67",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q02",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q74",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q78",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q85",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q54",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q85",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q47",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q19",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q79",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q08",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q62",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q97",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q17",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q02",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q89",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q95",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q98",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q17",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q09",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q62",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q33",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q57",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q77",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q33",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q67",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q34",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q58",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q10",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q46",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q06",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q53",
Lower Results Are Better
"a",
"b",
"c",
"SVT-AV1 1.8 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q23",
Lower Results Are Better
"a",
"b",
"c",
"rav1e 0.7 - Speed: 5",
Higher Results Are Better
"a",
"b",
"c",
"Speedb 2.7 - Test: Read While Writing",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q81",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q43",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q83",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q51",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q41",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q66",
Lower Results Are Better
"a",
"b",
"c",
"rav1e 0.7 - Speed: 1",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q22",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q30",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q73",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q47",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q86",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q93",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q42",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q87",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q54",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q22",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q23",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q48",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q70",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q78",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q14",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q06",
Lower Results Are Better
"a",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q12",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q17",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q54",
Lower Results Are Better
"a",
"b",
"c",
"Speedb 2.7 - Test: Sequential Fill",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q30",
Lower Results Are Better
"a",
"b",
"c",
"rav1e 0.7 - Speed: 6",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q04",
Lower Results Are Better
"b",
"c",
"rav1e 0.7 - Speed: 10",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q93",
Lower Results Are Better
"a",
"b",
"c",
"Speedb 2.7 - Test: Read Random Write Random",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q01",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q05",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q22",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q81",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 1 - Q03",
Lower Results Are Better
"a",
"b",
"c",
"Speedb 2.7 - Test: Update Random",
Higher Results Are Better
"a",
"b",
"c",
"Speedb 2.7 - Test: Random Fill",
Higher Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q67",
Lower Results Are Better
"a",
"b",
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 50 - Q23",
Lower Results Are Better
"c",
"Apache Spark TPC-DS 3.5 - Scale Factor: 10 - Q06",
Lower Results Are Better
"a",