{"id":12903,"date":"2026-08-19T10:20:42","date_gmt":"2026-08-19T08:20:42","guid":{"rendered":"https:\/\/mybox.com\/help\/?post_type=manual_kb&#038;p=12903"},"modified":"2026-08-19T10:20:46","modified_gmt":"2026-08-19T08:20:46","slug":"opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use","status":"publish","type":"manual_kb","link":"https:\/\/mybox.com\/help\/en\/knowledgebase\/opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use\/","title":{"rendered":"OpenTelemetry vs Prometheus: Which Observability Tool Should DevOps Teams Use?"},"content":{"rendered":"\n<div class=\"translation-block translation-block-merged\">\n<p class=\"wp-block-paragraph\">OpenTelemetry and Prometheus address related but different observability needs. The right choice depends on whether your team needs telemetry collection, metrics, traces, or a combination of these capabilities. In many modern architectures, the practical decision is not which tool to choose, but where OpenTelemetry and Prometheus fit and whether they should be used together.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/mybox.com\/help\/en\/knowledgebase\/opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use\/#What_roles_do_OpenTelemetry_and_Prometheus_have\" >What roles do OpenTelemetry and Prometheus have?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/mybox.com\/help\/en\/knowledgebase\/opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use\/#How_do_they_fit_into_a_metrics-and-traces_architecture\" >How do they fit into a metrics-and-traces architecture?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/mybox.com\/help\/en\/knowledgebase\/opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use\/#What_should_teams_compare_before_choosing\" >What should teams compare before choosing?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/mybox.com\/help\/en\/knowledgebase\/opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use\/#Which_option_fits_a_small_team\" >Which option fits a small team?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/mybox.com\/help\/en\/knowledgebase\/opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use\/#Which_option_fits_Kubernetes_environments\" >Which option fits Kubernetes environments?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/mybox.com\/help\/en\/knowledgebase\/opentelemetry-vs-prometheus-which-observability-tool-should-devops-teams-use\/#Which_option_fits_organizations_standardizing_across_vendors\" >Which option fits organizations standardizing across vendors?<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_roles_do_OpenTelemetry_and_Prometheus_have\"><\/span>What roles do OpenTelemetry and Prometheus have?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">OpenTelemetry is best considered in the context of telemetry collection and traces. It helps define how observability data is collected and moved through an architecture that may include several monitoring back ends.<\/p>\n\n\n\n<\/div>\n\n<div id=\"mybox-2934336517\" class=\"mybox-content mybox-entity-placement\"><div class=\"early-access-banner-inpost\">\r\n  <div class=\"banner-left-inpost\">\r\n    <div class=\"icon-box-inpost\">\r\n      <img decoding=\"async\" src=\"https:\/\/mybox.com\/help\/wp-content\/uploads\/2026\/02\/square-info-icon.svg\" alt=\"Info\">\r\n    <\/div>\r\n    <div class=\"text-box-inpost\">\r\n      <span class=\"label-inpost\"><span class=\"translation-block translation-block-banner-text\">Early access<\/span><\/span>\r\n      <h4><span class=\"translation-block translation-block-banner-text\">Still need help?<\/span><\/h4>\r\n      <p><span class=\"translation-block translation-block-banner-text\">Contact our customer service team.<\/span><\/p>\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"banner-right-inpost\">\r\n    <a href=\"https:\/\/panel.mybox.com\/helpdesk2\/v\/list\/\" class=\"banner-button-inpost\"><span class=\"translation-block translation-block-banner-text\">Message us<\/span><\/a>\r\n  <\/div>\r\n<\/div><\/div>\n\n<div class=\"translation-block translation-block-merged\"><p class=\"wp-block-paragraph\">Prometheus is best considered in the context of metrics. It is commonly evaluated as part of a metrics architecture that includes exporters, storage, alerting, and visualization. These roles overlap, but they are not identical. Treating the tools as interchangeable can make the architecture harder to plan.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_do_they_fit_into_a_metrics-and-traces_architecture\"><\/span>How do they fit into a metrics-and-traces architecture?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A metrics-and-traces architecture has more than one responsibility. It must collect telemetry, provide usable metrics and traces, store that data, trigger alerts, and connect the results to visualization or cloud monitoring platforms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenTelemetry fits the collection layer and the trace path. Prometheus fits the metrics path. A team can therefore use OpenTelemetry for telemetry collection and traces while using Prometheus for metrics, alerting, and the parts of the monitoring stack built around Prometheus data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This combined approach is useful when a system needs both application traces and a dedicated metrics workflow. It also separates collection from the choice of storage or monitoring platform, which can help when an organization works with more than one vendor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_should_teams_compare_before_choosing\"><\/span>What should teams compare before choosing?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Area<\/th><th>OpenTelemetry<\/th><th>Prometheus<\/th><\/tr><\/thead><tbody><tr><td>Primary role<\/td><td>Telemetry collection and traces<\/td><td>Metrics<\/td><\/tr><tr><td>Architecture position<\/td><td>Collection and telemetry pipeline<\/td><td>Metrics, storage, and alerting workflow<\/td><\/tr><tr><td>Exporters<\/td><td>Important when telemetry must be sent to different back ends<\/td><td>Important when metrics must be collected from systems that expose them through exporters<\/td><\/tr><tr><td>Visualization<\/td><td>Usually connected to a monitoring or visualization platform<\/td><td>Can be connected to Grafana and other monitoring platforms<\/td><\/tr><tr><td>Best fit<\/td><td>Teams standardizing telemetry collection across vendors<\/td><td>Teams focusing on a Prometheus-based metrics and alerting workflow<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Which_option_fits_a_small_team\"><\/span>Which option fits a small team?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A small team should avoid operating two separate systems unless it needs both metrics and traces. If the immediate requirement is a focused metrics and alerting workflow, Prometheus may be the more direct fit. If the team needs a common collection approach for telemetry and expects to connect different monitoring back ends, OpenTelemetry may be the better starting point.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When both metrics and traces are required, using OpenTelemetry and Prometheus together can provide clearer separation between collection and metrics operations. The team should define which system collects data, where it is stored, how alerts are created, and how engineers view the results.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Which_option_fits_Kubernetes_environments\"><\/span>Which option fits Kubernetes environments?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kubernetes environments often contain many services and telemetry sources. The choice should therefore focus on how consistently the team can collect telemetry, expose metrics, manage exporters, store data, and connect alerts to the team\u2019s monitoring workflow.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prometheus is a suitable part of the architecture when Kubernetes metrics and alerting are the main requirement. OpenTelemetry becomes important when the environment also requires traces or a consistent collection layer across services and monitoring platforms. Using both is appropriate when the environment needs these responsibilities at the same time.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Which_option_fits_organizations_standardizing_across_vendors\"><\/span>Which option fits organizations standardizing across vendors?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations that use several vendors should evaluate how easily telemetry can move between collection, storage, visualization, and cloud monitoring platforms. OpenTelemetry is the stronger architectural fit when standardizing the collection and trace path is the priority. Prometheus remains useful for the metrics and alerting path.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The final decision should be based on the required observability signals and the intended architecture, not on the assumption that one tool must replace the other. OpenTelemetry is the better choice for collection and traces, Prometheus is the better choice for metrics, and both are appropriate when the platform needs a complete metrics-and-traces workflow.<\/p>\n<\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"template":"","format":"standard","manualknowledgebasecat":[42],"manual_kb_tag":[],"class_list":["post-12903","manual_kb","type-manual_kb","status-publish","format-standard","hentry","manualknowledgebasecat-miscellaneous"],"_links":{"self":[{"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/manual_kb\/12903","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/manual_kb"}],"about":[{"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/types\/manual_kb"}],"author":[{"embeddable":true,"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":1,"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/manual_kb\/12903\/revisions"}],"predecessor-version":[{"id":12921,"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/manual_kb\/12903\/revisions\/12921"}],"wp:attachment":[{"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/media?parent=12903"}],"wp:term":[{"taxonomy":"manualknowledgebasecat","embeddable":true,"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/manualknowledgebasecat?post=12903"},{"taxonomy":"manual_kb_tag","embeddable":true,"href":"https:\/\/mybox.com\/help\/en\/wp-json\/wp\/v2\/manual_kb_tag?post=12903"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}