Compression17 charts
Compression Throughput vs Parquet
⚡Write Speed (Compression)3.04x
📤Scan Speed (Decompression)20.70x
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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polarsignals/1000000
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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:vortex1.26x11.18 s
#2duckdb:parquet1.33x10.14 s
#3duckdb:vortex1.35x10.60 s
#4duckdb:vortex-compact1.51x11.17 s
#5duckdb:duckdb1.54x10.38 s
#6datafusion:vortex-compact1.57x13.45 s
#7datafusion:parquet1.62x15.45 s
#8datafusion:lance12.25x99.21 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:duckdb1.13x588.59 ms
#2datafusion:vortex1.59x799.55 ms
#3datafusion:vortex-compact1.76x869.91 ms
#4duckdb:vortex1.89x933.97 ms
#5duckdb:vortex-compact1.95x959.43 ms
#6datafusion:arrow1.96x1.08 s
#7duckdb:parquet3.69x1.95 s
#8datafusion:parquet4.70x2.32 s
#9datafusion:lance5.21x2.87 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=1)22 charts
Performance Summary
#1datafusion:vortex-compact1.22x6.16 s
#2datafusion:parquet1.25x6.44 s
#3datafusion:vortex1.35x6.89 s
#4datafusion:lance1.44x7.69 s
#5duckdb:vortex-compact1.64x8.51 s
#6duckdb:vortex1.82x9.39 s
#7duckdb:parquet2.80x14.17 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=10)22 charts
Performance Summary
#1duckdb:duckdb1.03x2.15 s
#2duckdb:vortex1.54x3.27 s
#3duckdb:vortex-compact1.62x3.38 s
#4datafusion:vortex2.13x5.08 s
#5duckdb:parquet2.17x4.70 s
#6datafusion:vortex-compact2.39x5.46 s
#7datafusion:parquet3.36x7.07 s
#8datafusion:arrow6.31x16.39 s
#9datafusion:lance12.76x31.51 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=10)22 charts
Performance Summary
#1datafusion:vortex1.12x12.35 s
#2datafusion:vortex-compact1.13x12.38 s
#3datafusion:parquet1.38x15.81 s
#4duckdb:vortex-compact1.58x17.50 s
#5duckdb:vortex1.70x19.16 s
#6duckdb:parquet1.75x19.55 s
#7datafusion:lance3.28x43.02 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=100)22 charts
Performance Summary
#1duckdb:vortex1.06x23.92 s
#2duckdb:parquet1.23x25.54 s
#3datafusion:vortex2.25x61.76 s
#4datafusion:parquet2.27x54.84 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=100)22 charts
Performance Summary
#1datafusion:vortex1.20x81.11 s
#2datafusion:parquet1.27x78.65 s
#3duckdb:vortex2.11x131.84 s
#4duckdb:parquet2.52x159.93 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:parquet1.40x3.91 s
#3duckdb:vortex1.70x4.39 s
#4datafusion:vortex1.99x7.13 s
#5duckdb:vortex-compact2.31x5.91 s
#6datafusion:vortex-compact2.42x8.19 s
#7datafusion:parquet2.43x7.46 s
Geomean of query time ratio to fastest (lower is better)
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Random Access9 charts
Random Access Performance
#1lance350.25 us1.00x
#2vortex3.40 ms9.70x
#3parquet9.07 s25886.50x
Random access time | Ratio to fastest (lower is better)
feature-vectors/correlated
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nested-structs/uniform
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taxi/correlated
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taxi/uniform
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Statistical and Population Genetics11 charts
Performance Summary
#1duckdb:vortex1.23x11.80 s
#2duckdb:vortex-compact1.68x12.48 s
#3duckdb:parquet2.52x10.05 s
Geomean of query time ratio to fastest (lower is better)
PolarSignals Profiling10 charts
Performance Summary
#1datafusion:vortex1.00x863.51 ms
Geomean of query time ratio to fastest (lower is better)
