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Single-cell, Spatial & Cytometry · Single-Cell Processing Pipelines

Cell Ranger

By 10x Genomics →

The industry-standard analysis pipeline for Chromium single-cell sequencing

Cell Ranger is the standard computational suite from 10x Genomics that processes raw sequencing FASTQ files into cell-by-gene expression matrices, performing alignment, barcode filtering, and UMI counting.

Demultiplexing, barcode processing, and STAR alignment to reference genomesAccurate cell-calling algorithms distinguishing intact cells from ambient RNA backgroundSupport for 3' and 5' gene expression, immune profiling (VDJ), and feature barcodingAutomated web summary HTML reports with t-SNE/UMAP projections and sequencing QC metrics
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Overview

Cell Ranger is the standard computational suite from 10x Genomics that processes raw sequencing FASTQ files into cell-by-gene expression matrices, performing alignment, barcode filtering, and UMI counting.

Information checked against an official source; not a hands-on test. Source · Last reviewed: 20/09/2026, 11:09:40

Key Features

  • Demultiplexing, barcode processing, and STAR alignment to reference genomes
  • Accurate cell-calling algorithms distinguishing intact cells from ambient RNA background
  • Support for 3' and 5' gene expression, immune profiling (VDJ), and feature barcoding
  • Automated web summary HTML reports with t-SNE/UMAP projections and sequencing QC metrics

Academic Context & Research Evidence

Biological & Workflow Fit

Biological Application
Single-cell RNA-seq, single-cell ATAC-seq, and immune repertoire profiling
Research Workflow
Raw Illumina BCL/FASTQ files -> aligned BAM and feature-barcode matrices
Compute & Hardware
64GB+ RAM, 16+ CPU cores (HPC / Linux workstation)
Licensing & Academic Use
10x Genomics End User License Agreement
Documented Evidence
View validation publication / source ↗

Cite this Tool

Use this citation format when referencing Cell Ranger in scientific publications and benchmark papers.

@software{cellranger_2026,
  title = {{Cell Ranger}},
  author = {{10x Genomics}},
  year = {2026},
  url = {https://www.10xgenomics.com/support/software/cell-ranger},
  note = {Indexed on aibioatlas - AI for Biology and Drug Discovery}
}

Peer-Reviewed Literature & Preprints

Live scientific citations streamed from Europe PMC and PubMed for Cell Ranger.

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Technical / Product Information

Missing values mean the catalog has no recorded information. They do not mean a feature is absent.

Entry typeSoftware Pipeline
Access modeProprietary Freeware
AI roleDemultiplexing & Quality Filtering
Input dataNot recorded
Output dataNot recorded
Licence conditions10x Genomics End User License Agreement
Commercial eligibilityFree to download and use with 10x Genomics data
Compute requirements64GB+ RAM, 16+ CPU cores (HPC / Linux workstation)
ValidationNot recorded
TypeSingle-cell data processing pipeline
Intended useNot recorded
CompatibilityNot recorded
Manufacturer10x Genomics
Biological applicationSingle-cell RNA-seq, single-cell ATAC-seq, and immune repertoire profiling
Research workflowRaw Illumina BCL/FASTQ files -> aligned BAM and feature-barcode matrices
Evidence levelStandard protocol across thousands of published single-cell studies
Integration evidencehttps://www.10xgenomics.com/support/software/cell-ranger
Laboratory handoffMatrices feed directly into Scanpy, Seurat, or scvi-tools downstream analyses
AvailabilityAvailable on 10x Genomics support portal
Price / accessFree to download for 10x Genomics data

Research fit & compatibility

No software–hardware integration has been verified for this entry yet. Explore documented research workflows.

Gallery & resources

No licensed product photograph recorded for Cell Ranger yet. Visit the official resource below for manufacturer imagery.

BEFORE YOU CHOOSE

Evaluate Single-cell, Spatial & Cytometry

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Alternatives

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FAQ

Where is this product available?

Available on 10x Genomics support portal

How is pricing handled?

Prices reflect the source at its last check. Confirm current pricing and regional availability on the official site.

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Peer Reviews & Community Ratings

Feedback from researchers and computational biologists evaluating Cell Ranger.

5.0
★★★★★Based on 0 researcher evaluations
Biological Accuracy
4.8/5
Ease of Installation
4.3/5
Documentation & Code
4.6/5