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List of Telemetry Metrics Collected by Cell Ranger

List of Telemetry Metrics Collected by Cell Ranger

For more information on telemetry in Cell Ranger and how to disable it, see this page.

The following list of telemetry metrics was updated with the Cell Ranger v10.0 release (November 2025). For the most up-to-date list, run cellranger telemetry check.

aligner ANTIBODY_bc_bases_with_q30_frac ANTIBODY_bc_bases_with_q30_in_gel_bead_frac ANTIBODY_bc_bases_with_q30_in_probe_frac ANTIBODY_chemistry ANTIBODY_feature_reads_in_cells ANTIBODY_filtered_bcs_transcriptome_union ANTIBODY_frac_feature_reads_usable ANTIBODY_good_bc_frac ANTIBODY_good_bc_in_gel_bead_frac ANTIBODY_good_bc_in_probe_frac ANTIBODY_good_umi_frac ANTIBODY_multi_cdna_pcr_dupe_reads_frac ANTIBODY_multi_filtered_bcs ANTIBODY_multi_filtered_bcs_median_counts ANTIBODY_multi_usable_reads_per_filtered_bc ANTIBODY_read_bases_with_q30_frac ANTIBODY_reads_lost_to_aggregate_GEMs ANTIBODY_reads_per_cell ANTIBODY_recognized_feature_bc_frac ANTIBODY_recognized_feature_bc_frac_in_filtered_barcodes ANTIBODY_total_read_pairs ANTIBODY_total_read_pairs_in_filtered_barcodes ANTIBODY_umi_bases_with_q30_frac ANTIBODY_unprocessed_read_pairs ANTIGEN_bc_bases_with_q30_frac ANTIGEN_bc_bases_with_q30_in_gel_bead_frac ANTIGEN_bc_bases_with_q30_in_probe_frac ANTIGEN_chemistry ANTIGEN_feature_reads_in_cells ANTIGEN_good_bc_frac ANTIGEN_good_umi_frac ANTIGEN_multi_cdna_pcr_dupe_reads_frac ANTIGEN_multi_filtered_bcs ANTIGEN_multi_filtered_bcs_median_counts ANTIGEN_multi_usable_reads_per_filtered_bc ANTIGEN_read_bases_with_q30_frac ANTIGEN_reads_per_cell ANTIGEN_total_read_pairs ANTIGEN_total_read_pairs_in_filtered_barcodes ANTIGEN_umi_bases_with_q30_frac ANTIGEN_unprocessed_read_pairs avx bc_bases_with_q30_frac bc_bases_with_q30_in_gel_bead_frac bc_bases_with_q30_in_probe_frac bin_filesystem cgroup_memory_hard_limit cgroup_memory_soft_limit chain check_library_compatibility chemistry chemistry_name container core_hours cores_per_socket cpu_mfg create_bam CRISPR_bc_bases_with_q30_frac CRISPR_bc_bases_with_q30_in_gel_bead_frac CRISPR_bc_bases_with_q30_in_probe_frac CRISPR_chemistry CRISPR_feature_bc_extracted_frac CRISPR_feature_bc_extracted_frac_in_filtered_barcodes CRISPR_feature_reads_in_cells CRISPR_frac_cells_with_multiple_protospacer CRISPR_frac_cells_with_protospacer CRISPR_frac_feature_reads_usable CRISPR_good_bc_frac CRISPR_good_bc_in_gel_bead_frac CRISPR_good_bc_in_probe_frac CRISPR_good_umi_frac CRISPR_multi_cdna_pcr_dupe_reads_frac CRISPR_multi_filtered_bcs CRISPR_multi_filtered_bcs_median_counts CRISPR_multi_usable_reads_per_filtered_bc crispr_probe_barcode_location CRISPR_read_bases_with_q30_frac CRISPR_reads_per_cell CRISPR_recognized_feature_bc_frac CRISPR_recognized_feature_bc_frac_in_filtered_barcodes CRISPR_total_read_pairs CRISPR_total_read_pairs_in_filtered_barcodes CRISPR_umi_bases_with_q30_frac CRISPR_unprocessed_read_pairs CRISPR_unrecognized_feature_bc_frac CRISPR_unrecognized_feature_bc_frac_in_filtered_barcodes Custom_bc_bases_with_q30_frac Custom_bc_bases_with_q30_in_gel_bead_frac Custom_bc_bases_with_q30_in_probe_frac Custom_chemistry Custom_feature_reads_in_cells Custom_feature_reads_in_cells Custom_good_bc_frac Custom_good_umi_frac Custom_multi_cdna_pcr_dupe_reads_frac Custom_multi_filtered_bcs Custom_multi_filtered_bcs_median_counts Custom_multi_usable_reads_per_filtered_bc Custom_read_bases_with_q30_frac Custom_reads_per_cell Custom_total_read_pairs Custom_total_read_pairs_in_filtered_barcodes Custom_umi_bases_with_q30_frac Custom_unprocessed_read_pairs denovo detect_chemistry_sample_reads detect_chemistry_total_reads disk_hwm distro emptydrops_minimum_umis enable-tsne error estimated_gdna_content estimated_gdna_unspliced_threshold event_count expect_cells failed_stage feature_r1_length feature_r2_length filter_aggregates filter_high_occupancy_gems filter_probes filtered_bcs_transcriptome_union filtered_matrix_barcodes_count filtered_matrix_features_count filtered_matrix_nonzero_entries_count filtered_reads_per_filtered_bc force_cells gene_expression_r1_length gene_expression_r2_length GEX_chemistry glibc global_minimum_umis good_bc_frac good_umi_frac IGH_vdj_assembly_prod_cdr_bc_frac IGH_vdj_assembly_umis_per_cell_median IGH_vdj_recombinome_mapped_reads_frac IGK_IGH_vdj_assembly_contig_pair_productive_full_len_bc_frac IGK_vdj_assembly_prod_cdr_bc_frac IGK_vdj_assembly_umis_per_cell_median IGK_vdj_recombinome_mapped_reads_frac IGL_IGH_vdj_assembly_contig_pair_productive_full_len_bc_frac IGL_vdj_assembly_prod_cdr_bc_frac IGL_vdj_assembly_umis_per_cell_median IGL_vdj_recombinome_mapped_reads_frac include_introns jobmode kernel max_reads_per_barcode median_genes_per_singlet median_umi_per_singlet memgb memory min-crispr-umi min_assignment_confidence min_contig_length min_crispr_umi min_major_probe_bc_frac multi_cdna_pcr_dupe_reads_frac multi_filtered_bcs_conf_mapped_barcoded_reads_cum_frac multi_raw_vdj_paired_clonotype_diversity multi_transcriptome_conf_mapped_reads_frac_in_filtered_barcodes multi_transcriptome_half_mapped_reads_frac_in_filtered_barcodes multi_transcriptome_mapped_reads_frac_in_filtered_barcodes multi_transcriptome_split_mapped_reads_frac_in_filtered_barcodes multi_transcriptome_targeted_conf_mapped_reads_frac_in_filtered_barcodes multi_vdj_assembly_contig_pair_productive_full_len_bc_count multi_vdj_assembly_contig_pair_productive_full_len_bc_frac multi_vdj_recombinome_mapped_reads_frac multiplet_filter MULTIPLEXING_bc_bases_with_q30_frac MULTIPLEXING_bc_bases_with_q30_in_gel_bead_frac MULTIPLEXING_bc_bases_with_q30_in_probe_frac MULTIPLEXING_chemistry MULTIPLEXING_feature_reads_in_cells MULTIPLEXING_good_bc_frac MULTIPLEXING_good_umi_frac MULTIPLEXING_multi_cdna_pcr_dupe_reads_frac MULTIPLEXING_read_bases_with_q30_frac MULTIPLEXING_reads_per_cell MULTIPLEXING_total_read_pairs MULTIPLEXING_umi_bases_with_q30_frac MULTIPLEXING_unprocessed_read_pairs no_bam no_libraries normalize nosecondary nthreads pipestance_filesystem process_ulimit processor_count r1_length r2_length raw_matrix_barcodes_count raw_matrix_features_count raw_matrix_nonzero_entries_count read_bases_with_q30_frac reads_per_cell runtime sample_multiplexing_method sample_tags sample_tags_count samples_count samples_with_any_singlets shared_contig_filter singlets_assigned_to_other_samples singlets_assigned_to_this_sample skip_cell_annotation skip_clonotyping socket_count subcommand total_cell_associated_partitions total_genes_detected total_read_pairs total_read_pairs_in_filtered_barcodes total_singlets TRA_TRB_vdj_assembly_contig_pair_productive_full_len_bc_frac TRA_vdj_assembly_prod_cdr_bc_frac TRA_vdj_assembly_umis_per_cell_median TRA_vdj_recombinome_mapped_reads_frac transparent_huge_pages TRB_vdj_assembly_prod_cdr_bc_frac TRB_vdj_assembly_umis_per_cell_median TRB_vdj_recombinome_mapped_reads_frac TRD_vdj_assembly_prod_cdr_bc_frac TRD_vdj_assembly_umis_per_cell_median TRG_TRD_vdj_assembly_contig_pair_productive_full_len_bc_frac TRG_vdj_assembly_prod_cdr_bc_frac TRG_vdj_assembly_umis_per_cell_median umi_baseline_filter umi_bases_with_q30_frac umi_min_read_length unprocessed_read_pairs utime vdj_assemblable_read_pairs_per_filtered_bc VDJ_B_chemistry VDJ_bc_bases_with_q30_frac VDJ_chemistry vdj_filtered_bcs vdj_filtered_bcs_cum_frac vdj_good_bc_frac VDJ_read_bases_with_q30_frac VDJ_T_chemistry VDJ_T_GD_chemistry vdj_total_raw_read_pairs_per_filtered_bc VDJ_total_read_pairs VDJ_umi_bases_with_q30_frac VDJ_unprocessed_read_pairs vmem_ulimit