Method Version Runtime (hours) Maximum memory (GB) Dataset Task Detail MetaHipMer 2.0.1.2 2.17 1961.09 Marine assembly MEGAHIT 1.2.7 7.07 42.02 Marine assembly metaSPAdes 3.13.1 44.41 262.74 Marine assembly OPERA-MS 0.8.3 10.22 100.75 Marine assembly Ray Meta 2.3.1 16.63 320.99 Marine assembly ABySS 2.1.5 63.98 979.27 Marine assembly GATB 1 34.13 56.63 Marine assembly MaxBin 2.2.7 70.24 12.62 Marine genome binning MaxBin 2.2.7 69.41 7.05 Strain-madness genome binning MaxBin 2.0.2 40.36 5.54 Marine genome binning MaxBin 2.0.2 50.92 2.58 Strain-madness genome binning LSHVec 1dfe822 6.47 93.53 Marine genome binning CONCOCT 1.1.0 9.33 12.36 Marine genome binning CONCOCT 1.1.0 52.22 4.97 Strain-madness genome binning CONCOCT 0.4.1 41.4 75.21 Marine genome binning CONCOCT 0.4.1 203.75 13.61 Strain-madness genome binning Autometa cami2 71.11 22.4 Marine genome binning Autometa cami2 135.56 51.88 Strain-madness genome binning MetaBinner 1 51.77 19.46 Marine genome binning SolidBin 1.3 13.72 490.25 Marine genome binning SolidBin 1.3 38.24 66.21 Strain-madness genome binning Vamb fa045c0 5.42 13.14 Marine genome binning Vamb fa045c0 31.75 7.14 Strain-madness genome binning MetaBAT 2.13 1.07 2.659 Marine genome binning MetaBAT 2.13 0.05 1.504 Strain-madness genome binning MetaBAT 0.25.4 11.07 21.23 Marine genome binning MetaBAT 0.25.4 192.88 11.96 Strain-madness genome binning Bracken 2.2 3.45 37.18 Strain-madness taxonomic profiling Centrifuge 1.0.4_beta 32.95 28.26 Strain-madness taxonomic profiling MetaPhlAn 2.9.22 8.51 2.23 Strain-madness taxonomic profiling FOCUS 1.5 1.89 0.17 Strain-madness taxonomic profiling TIPP 4.3.10 162.42 52.45 Strain-madness taxonomic profiling DUDes 0.08 71.79 41.61 Strain-madness taxonomic profiling mOTUs 2.5.1 25.5 6.21 Strain-madness taxonomic profiling MetaPhyler 1.25 69.47 1.93 Strain-madness taxonomic profiling CCMetagen 1.1.3 15.67 126.761 Strain-madness taxonomic profiling MetaPhlAn 2.2.0 12.74 1.44 Strain-madness taxonomic profiling FOCUS 0.31 17.92 7.17 Strain-madness taxonomic profiling TIPP 2.0.0 320.89 13.51 Strain-madness taxonomic profiling DUDes 0.02 82.69 29.81 Strain-madness taxonomic profiling mOTUs 1.1.1 25.02 1.01 Strain-madness taxonomic profiling PhyloPythiaS+ 1.4 287.32 272.54 Marine taxonomic binning (gsa) PhyloPythiaS+ 1.4 36.06 270.47 Strain-madness taxonomic binning (gsa) DIAMOND 0.9.28 25.02 44.33 Marine taxonomic binning (gsa) DIAMOND 0.9.28 319.2 38.94 Marine taxonomic binning (sr) DIAMOND 0.9.28 18.2 38.78 Strain-madness taxonomic binning (gsa) DIAMOND 0.9.28 1753 36.34 Strain-madness taxonomic binning (sr) Kraken 2.0.8 beta 0.05 37.71 Marine taxonomic binning (gsa) Kraken 2.0.8 beta 0.43 37.12 Marine taxonomic binning (sr) Kraken 2.0.8 beta 0.02 36.76 Strain-madness taxonomic binning (gsa) Kraken 2.0.8 beta 3.47 36.74 Strain-madness taxonomic binning (sr) MEGAN 6.15.2 27.07 65.8 Marine taxonomic binning (gsa) MEGAN 6.15.2 18.72 38.78 Strain-madness taxonomic binning (gsa) Bracken 2.2 0.66 37.16 Marine taxonomic profiling mOTUs 2.5.1 1.98 3.38 Marine taxonomic profiling LSHVec 1dfe822 66.65 175.03 Marine taxonomic profiling CCMetagen 1.1.3 2.09 126.77 Marine taxonomic profiling Metalign 0.6.2 6.35 39.07 Marine taxonomic profiling MetaPhlAn 2.9.22 2.97 2.24 Marine taxonomic profiling Centrifuge 1.0.4_beta 3.86 28.69 Marine taxonomic profiling FOCUS 1.5 0.51 0.16 Marine taxonomic profiling TIPP 4.3.10 26.22 64.76 Marine taxonomic profiling MetaPhyler 1.25 15.84 1.96 Marine taxonomic profiling MetaPalette 1.0.0 72.8 73.5 Marine taxonomic profiling DUDes 0.08 9.73 41.61 Marine taxonomic profiling MetaPhlAn 2.2.0 2.47 1.59 Marine taxonomic profiling FOCUS 0.31 4.26 7.17 Marine taxonomic profiling TIPP 2.0.0 40.5 14.5 Marine taxonomic profiling DUDes 0.02 14.04 29.81 Marine taxonomic profiling mOTUs 1.1.1 2.86 1.01 Marine taxonomic profiling