← Microbiome & metagenomics

CheckM2

Machine-learning estimation of completeness and contamination of metagenome-assembled genomes.

Visit website ↗

CategoryMicrobiome & metagenomics
GitHubchklovski/CheckM2
First public2022-07-11 (source)
Paperhttps://doi.org/10.1038/s41592-023-01940-w
LicenseGPL-3.0
PricingOpen source
Tags#mags#quality#machine-learning
Last checked2026-10-16

Specs

InputGenome bins / MAGs
TaskCompleteness + contamination estimation
Reference database—
GitHub stars280
InterfacePackage

Specs come from each project's README, paper or official page · CheckM2 README · CheckM2 paper. “—” means we couldn't verify it.

Compare with…

Pick 1–3 other Microbiome & metagenomics tools to compare side by side with CheckM2.

Select 1–3 tools

Related

MetaPhlAn 4

Marker-gene-based taxonomic profiling of metagenomes, including uncharacterized species.

Microbiome & metagenomicsOpen source#metagenomics#profiling

HUMAnN 3

Functional profiling of metagenomes and metatranscriptomes (gene families and pathways).

Microbiome & metagenomicsOpen source#metagenomics#functional

Kraken 2

Fast k-mer based taxonomic classification of metagenomic reads.

Microbiome & metagenomicsOpen source#metagenomics#classification