Compression17 charts
Compression Throughput vs Parquet
⚡Write Speed (Compression)2.99x
📤Scan Speed (Decompression)20.84x
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:vortex1.19x10.86 s
#2duckdb:parquet1.38x10.19 s
#3duckdb:vortex1.42x10.94 s
#4duckdb:vortex-compact1.54x11.19 s
#5datafusion:vortex-compact1.54x13.32 s
#6duckdb:duckdb1.62x10.49 s
#7datafusion:parquet1.68x15.44 s
#8datafusion:lance12.76x101.20 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:duckdb1.18x591.74 ms
#2datafusion:vortex1.49x733.68 ms
#3datafusion:vortex-compact1.68x808.66 ms
#4duckdb:vortex1.87x893.26 ms
#5duckdb:vortex-compact1.96x929.53 ms
#6datafusion:arrow2.03x1.08 s
#7duckdb:parquet3.83x1.95 s
#8datafusion:parquet4.97x2.38 s
#9datafusion:lance5.38x2.87 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=1)22 charts
Performance Summary
#1datafusion:parquet1.26x6.60 s
#2datafusion:vortex-compact1.35x7.11 s
#3datafusion:vortex1.38x7.09 s
#4datafusion:lance1.42x7.69 s
#5duckdb:vortex-compact1.65x8.70 s
#6duckdb:vortex1.71x9.01 s
#7duckdb:parquet2.88x14.78 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=10)22 charts
Performance Summary
#1duckdb:duckdb1.09x2.16 s
#2duckdb:vortex1.60x3.23 s
#3duckdb:vortex-compact1.63x3.25 s
#4datafusion:vortex1.86x4.55 s
#5datafusion:vortex-compact2.14x4.86 s
#6duckdb:parquet2.29x4.71 s
#7datafusion:parquet3.55x7.14 s
#8datafusion:arrow6.63x16.39 s
#9datafusion:lance13.32x31.39 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=10)22 charts
Performance Summary
#1datafusion:vortex1.12x12.60 s
#2datafusion:vortex-compact1.33x18.03 s
#3datafusion:parquet1.43x16.45 s
#4duckdb:vortex-compact1.58x17.69 s
#5duckdb:parquet1.75x19.94 s
#6duckdb:vortex1.76x20.24 s
#7datafusion:lance3.26x43.02 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=100)22 charts
Performance Summary
#1duckdb:vortex1.14x23.52 s
#2duckdb:parquet1.34x25.72 s
#3datafusion:vortex1.86x51.93 s
#4datafusion:parquet2.48x55.12 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=100)22 charts
Performance Summary
#1datafusion:vortex1.12x73.16 s
#2datafusion:parquet1.39x80.62 s
#3duckdb:vortex2.20x130.94 s
#4duckdb:parquet2.61x154.83 s
Geomean of query time ratio to fastest (lower is better)
TPC-DS (NVMe) (SF=1)99 charts
Performance Summary
#1duckdb:duckdb1.11x3.41 s
#2duckdb:parquet1.41x3.98 s
#3duckdb:vortex1.64x4.27 s
#4datafusion:vortex1.92x6.98 s
#5duckdb:vortex-compact2.24x5.71 s
#6datafusion:vortex-compact2.36x8.09 s
#7datafusion:parquet2.44x7.46 s
Geomean of query time ratio to fastest (lower is better)
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Random Access9 charts
Random Access Performance
#1vortex326.51 us1.00x
#2lance346.85 us1.06x
#3parquet9.14 s27991.70x
Random access time | Ratio to fastest (lower is better)
feature-vectors/correlated
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feature-vectors/uniform
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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:vortex1.32x12.97 s
#2duckdb:vortex-compact1.61x12.63 s
#3duckdb:parquet2.45x10.11 s
Geomean of query time ratio to fastest (lower is better)
PolarSignals Profiling10 charts
Performance Summary
#1datafusion:vortex1.00x795.48 ms
Geomean of query time ratio to fastest (lower is better)