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Wow! Now I got interested on reading the paper, thanks

It really is a SeriousDB

improvement over DuckDb is kinda marginal (44%)

44% is not marginal. "Marginal" is what perceived by seller and buyer as negligible and it tops at 5%.

its marginal compared to promised 10x improvement.