Compression17 charts
Compression Throughput vs Parquet
⚡Write Speed (Compression)2.45x
📤Scan Speed (Decompression)16.30x
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 Ratio1.39x
Geomean of Vortex/Parquet size ratios (lower is better)
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clickbench
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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
#1duckdb:vortex1.20x14.51 s
#2datafusion:vortex1.26x16.22 s
#3duckdb:parquet1.60x18.01 s
#4duckdb:duckdb1.61x17.06 s
#5datafusion:parquet1.66x22.19 s
#6duckdb:vortex-compact1.77x18.67 s
#7datafusion:vortex-compact1.77x21.26 s
#8datafusion:lance10.88x100.15 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:duckdb1.16x602.72 ms
#2datafusion:vortex1.41x743.46 ms
#3duckdb:vortex1.44x740.01 ms
#4duckdb:vortex-compact1.65x846.84 ms
#5datafusion:vortex-compact1.81x936.43 ms
#6datafusion:arrow2.06x1.17 s
#7duckdb:parquet3.24x1.75 s
#8datafusion:parquet3.97x1.99 s
#9datafusion:lance4.51x2.56 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=1)22 charts
Performance Summary
#1datafusion:lance1.14x7.69 s
#2datafusion:parquet1.41x8.93 s
#3datafusion:vortex-compact1.58x10.27 s
#4datafusion:vortex1.69x10.84 s
#5duckdb:vortex-compact2.29x15.04 s
#6duckdb:vortex2.41x15.94 s
#7duckdb:parquet3.51x22.28 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=10)22 charts
Performance Summary
#1duckdb:duckdb1.10x2.82 s
#2duckdb:vortex1.21x3.34 s
#3duckdb:vortex-compact1.61x4.40 s
#4datafusion:vortex1.82x5.72 s
#5duckdb:parquet2.21x5.66 s
#6datafusion:vortex-compact2.23x6.54 s
#7datafusion:parquet3.11x8.04 s
#8datafusion:arrow5.24x16.62 s
#9datafusion:lance10.11x29.10 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=10)22 charts
Performance Summary
#1datafusion:vortex-compact1.12x17.36 s
#2datafusion:vortex1.16x18.19 s
#3duckdb:vortex-compact1.32x20.80 s
#4duckdb:vortex1.35x21.26 s
#5datafusion:parquet1.58x25.64 s
#6duckdb:parquet2.13x33.10 s
#7datafusion:lance2.30x43.02 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (NVMe) (SF=100)22 charts
Performance Summary
#1duckdb:vortex1.06x31.46 s
#2duckdb:parquet1.40x37.71 s
#3datafusion:vortex1.69x60.71 s
#4datafusion:parquet2.40x71.88 s
Geomean of query time ratio to fastest (lower is better)
TPC-H (S3) (SF=100)22 charts
Performance Summary
#1datafusion:vortex1.05x127.82 s
#2duckdb:vortex1.42x167.09 s
#3datafusion:parquet1.54x181.12 s
#4duckdb:parquet1.60x181.99 s
Geomean of query time ratio to fastest (lower is better)
TPC-DS (NVMe) (SF=1)99 charts
Performance Summary
#1duckdb:duckdb1.11x3.38 s
#2duckdb:parquet1.39x3.97 s
#3duckdb:vortex1.43x3.89 s
#4datafusion:vortex1.87x7.72 s
#5datafusion:parquet1.95x6.45 s
#6duckdb:vortex-compact2.21x6.00 s
#7datafusion:vortex-compact2.41x9.11 s
Geomean of query time ratio to fastest (lower is better)
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Random Access9 charts
Random Access Performance
#1lance368.50 us1.00x
#2vortex3.45 ms9.35x
#3parquet8.66 s23504.36x
Random access time | Ratio to fastest (lower is better)
feature-vectors/correlated
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feature-vectors/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:vortex1.02x8.32 s
#2duckdb:vortex-compact1.68x10.35 s
#3duckdb:parquet2.51x11.00 s
Geomean of query time ratio to fastest (lower is better)
PolarSignals Profiling10 charts
Performance Summary
#1datafusion:vortex1.00x1.15 s
Geomean of query time ratio to fastest (lower is better)