# AWS X-Ray vs Uptrace

**Leader by vioscaleAI score:** AWS X-Ray

| Attribute | AWS X-Ray | Uptrace |
|---|---|---|
| **vioscaleAI score** | 72.1 (63% (medium)) | 57.4 (69% (medium)) |
| activity.commits_last_30d | - | 5 |
| adoption.dependent_repos | - | 0 |
| adoption.github_stars | - | 4,303 |
| adoption.package_downloads_weekly | - | 1,716 |
| content.faq | `[{"answer":"Amazon CloudWatch Application Signals is an APM solution providing automatic instrumentation and observability for distributed applications across AWS services with prebuilt dashboards, service mapping, and AI-powered troubleshooting. It is indexed under Distributed Tracing Tools.","source":"https://aws.amazon.com/xray/","question":"What is AWS X-Ray?","confidence":0.6},{"answer":"AWS X-Ray offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://aws.amazon.com/xray/","question":"Is AWS X-Ray free?","confidence":0.6},{"answer":"We have confirmed browser-based access to AWS X-Ray. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://aws.amazon.com/xray/","question":"What platforms does AWS X-Ray support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for AWS X-Ray, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://aws.amazon.com/xray/","question":"Can AWS X-Ray be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for AWS X-Ray. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as AWS X-Ray not holding them. Always confirm compliance directly before you rely on it.","source":"https://aws.amazon.com/trust-center/?nc1=f_cc","question":"What security certifications does AWS X-Ray have?","confidence":0.7},{"answer":"AWS X-Ray is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://aws.amazon.com/ec2/pricing/?nc2=h_pr_ec2","question":"Where is AWS X-Ray available?","confidence":0.75}]` | `[{"answer":"Full-featured observability backend built on OpenTelemetry standards and ClickHouse. Provides distributed tracing, metrics, and log management with dramatically lower costs than competing platforms through pay-per-gigabyte billing rather than enterprise licensing models. It is indexed under Distributed Tracing Tools.","source":"https://uptrace.dev/pricing","question":"What is Uptrace?","confidence":0.6},{"answer":"Uptrace is open source, so it can be self-hosted and used at no licence cost. It is released under the AGPL-3.0 licence. A commercial or hosted edition starts at $0.03. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://uptrace.dev/pricing","question":"Is Uptrace free to use?","confidence":0.6},{"answer":"We have confirmed browser-based access to Uptrace. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://uptrace.dev/pricing","question":"What platforms does Uptrace support?","confidence":0.6},{"answer":"Yes. Uptrace can be deployed cloud / SaaS, hybrid, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://uptrace.dev/pricing","question":"Can Uptrace be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Uptrace, including OpenTelemetry, Prometheus, Vector, FluentBit, CloudWatch, Grafana, GitHub Actions and Slack, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://uptrace.dev/pricing","question":"What does Uptrace integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and GDPR for Uptrace. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Uptrace not holding them. Always confirm compliance directly before you rely on it.","source":"https://uptrace.dev","question":"What security certifications does Uptrace have?","confidence":0.48},{"answer":"Yes. Uptrace is published under the AGPL-3.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/uptrace/uptrace","question":"Is Uptrace open source?","confidence":0.67},{"answer":"Uptrace is available worldwide. Its primary market is the United States.","source":"https://uptrace.dev/pricing","question":"Where is Uptrace available?","confidence":0.5}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | A cloud-based monitoring and observability service that centralizes performance data from AWS services and on-premises applications, providing dashboards, automated insights, and distributed tracing capabilities through OpenTelemetry integration. | An observability solution that brings together application traces, metrics, and log records into one place. Powered by OpenTelemetry and ClickHouse, it's offered both as a cloud service and for self-hosting, designed to process and analyze large volumes of telemetry at substantially lower cost than competing platforms. |
| features.capabilities | `{"hosting":"cloud","trace_role":"backend","service_map":true,"otel_support":"ingest","trace_search":true,"metrics_correlation":true,"auto_instrumentation":"agent"}` | `{"hosting":"both","trace_role":"platform","service_map":true,"otel_support":"native","trace_search":true,"multi_protocol":true,"storage_backend":"ClickHouse with PostgreSQL for metadata","high_cardinality":true,"metrics_correlation":true,"auto_instrumentation":"none"}` |
| integrations.count | - | 10 |
| integrations.list | - | `[{"name":"OpenTelemetry"},{"name":"Prometheus"},{"name":"Vector"},{"name":"FluentBit"},{"name":"CloudWatch"},{"name":"Grafana"},{"name":"GitHub Actions"},{"name":"Slack"},{"name":"PagerDuty"},{"name":"AlertManager"},{"name":"WebHook"},{"name":"Google Cloud Auth"},{"name":"Okta"},{"name":"Keycloak"},{"name":"Google Cloud","native":true},{"name":"Terraform","native":true},{"name":"Tempo","native":true,"category":"tracing"}]` |
| language.primary | - | Go |
| license.spdx | - | AGPL-3.0 |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"Free tier","features":["3 Custom Dashboards","Automatic Dashboards","Free metrics from AWS services"],"contactSales":false,"includedLimits":{"custom_dashboards":"3","automatic_dashboards":"unlimited","metrics_per_dashboard":"50"}},{"free":false,"name":"OpenTelemetry metrics ingestion","features":["15 months storage included","No API call charges","No per-metric-series charges"],"components":[{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.5,"currency":"USD"}]},{"free":false,"name":"PromQL query API","features":["Console/dashboard queries free"],"components":[{"per":{"qty":1000000,"unit":"samples scanned"},"kind":"metered","amount":0.01,"currency":"USD"}]},{"free":false,"name":"Container Insights with OpenTelemetry","features":["EKS cluster metrics at 30-second granularity","Kubernetes pod/node labels","PromQL querying"],"components":[{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.08,"currency":"USD"}]}],"summary":"Free tier available. Usage-based pricing: $0.50/GB for OpenTelemetry metrics, $0.08/GB for Container Insights, $0.01 per million query samples.","currency":"USD","freeTier":true,"sourceUrl":"https://aws.amazon.com/cloudwatch/pricing/","retrievedAt":"2026-10-13T10:31:43.005Z","startingPrice":{"unit":"samples scanned","amount":0.01,"currency":"USD"},"billingPeriods":["month"]}` | `{"type":"usage","plans":[{"free":false,"name":"Usage-based","summary":"$0.075/GB spans/logs (from $0.10/GB, down to $0.016/GB at scale), $0.025 per 1M datapoints for metrics. 50 GB free/month.","features":["Unlimited users, services, and hosts","OpenTelemetry native","Trace, metrics, and log ingestion","High-cardinality attributes","Automatic volume discounts (down to $0.016/GB)","Monthly billing cap","Sampling configuration"],"commitment":"monthly","components":[{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.075,"currency":"USD"},{"per":{"qty":1000000,"unit":"datapoints"},"kind":"metered","amount":0.025,"currency":"USD"}],"description":"Pay for data ingested; rates decrease with volume","contactSales":false,"includedLimits":{"metrics_free":"5,000 timeseries/mo","spans_and_logs_free":"50 GB/mo"}}],"addOns":[{"name":"Cold Storage retention (beyond 4 weeks, up to 100 weeks)","components":[{"per":{"qty":1,"unit":"GB-month"},"kind":"metered","amount":0.01,"currency":"USD"},{"per":{"qty":1000,"unit":"timeseries-month"},"kind":"metered","amount":0.2,"currency":"USD"}]}],"summary":"From $0.075/GB spans/logs, $0.025 per 1M datapoints metrics. 50 GB free/month, automatic discounts at scale.","currency":"USD","freeTier":true,"sourceUrl":"https://uptrace.dev/pricing","retrievedAt":"2026-09-14T15:37:57.437Z","startingPrice":{"unit":"datapoints","amount":0.025,"currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.01,"currency":"USD"}` | `{"amount":0.025,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| release.cadence_days | - | 11 |
| release.history | - | `[{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-rc.1","date":"2026-10-07T15:04:28Z","type":"stable","version":"v2.1.0-rc.1"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta.8","date":"2026-08-13T14:47:22Z","type":"stable","version":"v2.1.0-beta.8"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta.7","date":"2026-06-05T11:50:55Z","type":"stable","version":"v2.1.0-beta.7"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta.6","date":"2026-05-25T10:11:48Z","type":"stable","version":"v2.1.0-beta.6"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.3","date":"2026-05-13T13:04:43Z","type":"stable","version":"v2.0.3"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta.5","date":"2026-04-14T10:29:25Z","type":"stable","version":"v2.1.0-beta.5"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta.4","date":"2026-03-13T12:37:23Z","type":"stable","version":"v2.1.0-beta.4"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta.3","date":"2026-03-11T11:02:14Z","type":"stable","version":"v2.1.0-beta.3"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta.2","date":"2026-03-09T09:58:42Z","type":"stable","version":"v2.1.0-beta.2"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.1.0-beta","date":"2026-01-21T13:29:25Z","type":"stable","version":"v2.1.0-beta"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.2","date":"2025-12-02T14:08:31Z","type":"stable","version":"v2.0.2"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.1","date":"2025-08-11T11:16:49Z","type":"stable","version":"v2.0.1"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.1-rc.1","date":"2025-08-11T09:28:34Z","type":"stable","version":"v2.0.1-rc.1"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.0","date":"2025-07-24T07:09:56Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.0-rc.4","date":"2025-07-24T06:29:51Z","type":"stable","version":"v2.0.0-rc.4"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.0-rc.3","date":"2025-07-16T14:47:56Z","type":"stable","version":"v2.0.0-rc.3"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.0-rc.2","date":"2025-07-16T13:45:04Z","type":"stable","version":"v2.0.0-rc.2"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v1.7.7","date":"2025-07-02T09:04:15Z","type":"stable","version":"v1.7.7"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.0-rc.1","date":"2025-07-07T13:39:37Z","type":"stable","version":"v2.0.0-rc.1"},{"url":"https://github.com/uptrace/uptrace/releases/tag/v2.0.0-beta.5","date":"2025-06-13T07:48:48Z","type":"stable","version":"v2.0.0-beta.5"}]` |
| reliability.sla_pct | - | 99.9 |
| reliability.status_page | yes | yes |
| security.certifications | `[{"name":"PCI-DSS","status":"active"},{"name":"HIPAA/HITECH","status":"active"},{"name":"FedRAMP","status":"active"},{"name":"GDPR","status":"active"}]` | - |
| security.disclosure_policy | yes | - |
| security.fedramp | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.iso27001 | yes | - |
| security.pci | yes | - |
| security.soc2 | yes | yes |
| security.trust_center | https://aws.amazon.com/security/ https://aws.amazon.com/compliance/ | - |
| security.vulnerabilities | - | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fuptrace%2Fuptrace&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Distributed Tracing Tools)

| Capability | AWS X-Ray | Uptrace |
|---|:--:|:--:|
| **Core** |  |  |
| Trace role | Trace backend / store | SaaS platform |
| **Standards** |  |  |
| OpenTelemetry support | OTLP ingest | OTel-native |
| Multi-protocol (Jaeger + Zipkin + OTLP) | - | ✓ |
| **Query** |  |  |
| Trace search / filter by attributes | ✓ | ✓ |
| Service dependency graph | ✓ | ✓ |
| High-cardinality attribute exploration | - | ✓ |
| **Sampling** |  |  |
| Tail-based / dynamic sampling | - | - |
| **Instrumentation** |  |  |
| Auto-instrumentation | Agent-based | None |
| **Correlation** |  |  |
| Correlate traces with metrics/logs | ✓ | ✓ |
| **Deployment** |  |  |
| Hosting | Cloud only | Cloud + self-hosted |
| **Architecture** |  |  |
| Storage backend | - | ClickHouse with PostgreSQL for metadata |

*Source: vioscaleAI. Generated 2026-10-17T02:28:00.516Z. "-" = undocumented, not absent.*