Compression17 charts
Compression Throughput vs Parquet
⚡Write Speed (Compression)3.04x
📤Scan Speed (Decompression)20.66x
Inverse geomean of Vortex/Parquet ratios (higher is better)
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tpc-h l_comment canonical
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Compression Size26 charts
Compression Size Summary
⬇️Min Size Ratio0.56x
📊Mean Size Ratio1.07x
⬆️Max Size Ratio1.38x
Geomean of Vortex/Parquet size ratios (lower is better)
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clickbench
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statpopgen/100000
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tpc-h l_comment canonical
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tpc-h l_comment chunked
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Clickbench43 charts
Performance Summary
#1datafusion:vortex1.24x11.16 s
#2duckdb:vortex1.32x10.48 s
#3duckdb:parquet1.36x10.45 s
#4duckdb:vortex-compact1.46x11.10 s
#5duckdb:duckdb1.56x10.52 s
#6datafusion:vortex-compact1.57x13.55 s
#7datafusion:parquet1.63x15.43 s
#8datafusion:lance12.27x99.81 s
Geomean of query time ratio to fastest (lower is better)
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TPC-H (NVMe) (SF=1)22 charts
Performance Summary
#1duckdb:duckdb1.15x604.72 ms
#2datafusion:vortex1.57x796.66 ms
#3datafusion:vortex-compact1.73x865.24 ms
#4duckdb:vortex1.89x938.44 ms
#5duckdb:vortex-compact1.94x957.46 ms
#6datafusion:arrow1.94x1.08 s
#7duckdb:parquet3.67x1.95 s
#8datafusion:parquet4.69x2.34 s
#9datafusion:lance5.20x2.89 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=1)22 charts
Performance Summary
#1datafusion:vortex-compact1.28x7.25 s
#2datafusion:lance1.30x7.69 s
#3datafusion:parquet1.40x7.95 s
#4duckdb:vortex-compact1.55x8.91 s
#5duckdb:vortex1.61x9.25 s
#6datafusion:vortex2.00x13.39 s
#7duckdb:parquet2.73x15.23 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=10)22 charts
Performance Summary
#1duckdb:duckdb1.02x2.12 s
#2duckdb:vortex1.57x3.28 s
#3duckdb:vortex-compact1.63x3.36 s
#4datafusion:vortex2.17x5.16 s
#5duckdb:parquet2.21x4.74 s
#6datafusion:vortex-compact2.44x5.54 s
#7datafusion:parquet3.41x7.06 s
#8datafusion:arrow6.38x16.39 s
#9datafusion:lance12.94x31.68 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=10)22 charts
Performance Summary
#1datafusion:vortex1.19x13.77 s
#2datafusion:vortex-compact1.29x15.16 s
#3datafusion:parquet1.38x16.87 s
#4duckdb:vortex-compact1.52x18.23 s
#5duckdb:vortex1.69x20.50 s
#6duckdb:parquet1.75x20.86 s
#7datafusion:lance3.09x43.02 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=100)22 charts
Performance Summary
#1duckdb:vortex1.06x23.56 s
#2duckdb:parquet1.24x25.24 s
#3datafusion:vortex2.30x61.85 s
#4datafusion:parquet2.32x54.60 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=100)22 charts
Performance Summary
#1datafusion:vortex1.24x84.69 s
#2datafusion:parquet1.28x79.75 s
#3duckdb:vortex2.19x139.22 s
#4duckdb:parquet2.27x149.57 s
Geomean of query time ratio to fastest (lower is better)
TPC-DS (NVMe) (SF=1)99 charts
Performance Summary
#1duckdb:duckdb1.10x3.39 s
#2duckdb:parquet1.40x3.94 s
#3duckdb:vortex1.71x4.44 s
#4datafusion:vortex1.98x7.15 s
#5duckdb:vortex-compact2.28x5.85 s
#6datafusion:vortex-compact2.42x8.26 s
#7datafusion:parquet2.42x7.48 s
Geomean of query time ratio to fastest (lower is better)
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Random Access9 charts
Random Access Performance
#1lance357.89 us1.00x
#2vortex4.50 ms12.57x
#3parquet8.97 s25052.15x
Random access time | Ratio to fastest (lower is better)
feature-vectors/correlated
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nested-structs/uniform
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taxi
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taxi/correlated
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taxi/uniform
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Statistical and Population Genetics11 charts
Performance Summary
#1duckdb:vortex1.23x10.86 s
#2duckdb:vortex-compact1.69x14.01 s
#3duckdb:parquet2.46x10.05 s
Geomean of query time ratio to fastest (lower is better)
PolarSignals Profiling10 charts
Performance Summary
#1datafusion:vortex1.00x865.21 ms
Geomean of query time ratio to fastest (lower is better)
