Jaeger vs Uptrace
Side-by-side comparison of features, pricing, ratings, and alternatives.
Jaeger is an open-source, end-to-end distributed tracing platform. It is used for monitoring and troubleshooting microservices-based distributed systems. Jaeger provides a comprehensive view of the system's performance and latency, allowing developers to identify and resolve issues quickly.
Uptrace is an application performance monitoring platform built directly on the OpenTelemetry standard, storing data in ClickHouse for fast queries over large volumes. It brings traces, metrics, and logs into a single dashboard with service dependency graphs and RED-metric views (rate, errors, duration), so teams can trace a request across microservices and correlate it with logs and metrics without switching tools. The platform accepts data from OpenTelemetry, Prometheus, Vector, FluentBit, and CloudWatch, and it can run as a managed cloud service or be self-hosted via Docker, Kubernetes, or Ansible. Uptrace ships an MCP server so AI assistants like Claude Code can query telemetry in plain language, and its open-source Community Edition is free forever with no feature caps on self-hosted installs, while Cloud is priced per GB ingested with a free 50 GB/month tier.
- Comprehensive view of system performance and latency
- Real-time monitoring and alerting capabilities
- Supports multiple data storage options
- Easy to integrate with other tools and systems
- Free, fully-featured open-source self-hosted edition with no artificial feature caps
- Per-GB pricing with no per-seat fees keeps cost predictable as team size grows
- Built on OpenTelemetry standards, avoiding vendor lock-in on instrumentation
- Unifies traces, metrics, and logs in one place rather than requiring separate tools
- Steep learning curve for new users
- Requires significant resources to deploy and manage
- Limited support for non-microservices architectures
- Self-hosting requires operating ClickHouse and related infrastructure, adding operational overhead
- Smaller ecosystem and community than established players like Grafana or Datadog
- Cloud free tier's 50 GB/month allowance is modest for larger production workloads
More alternatives & similar tools
Alternatives to Jaeger
View all →
Alternatives to Uptrace
View all →
The Verdict
AI-generated from listing dataJaeger is a free, open‑source tracing tool that requires self‑hosting and significant operational effort, while Uptrace offers a free, feature‑complete self‑hosted edition plus optional cloud SaaS with predictable per‑GB pricing, but adds ClickHouse operational overhead.
Key differences
- •Jaeger stores traces only; Uptrace unifies traces, metrics, and logs.
- •Jaeger requires manual deployment of storage backends (Cassandra, Elasticsearch, etc.); Uptrace runs on ClickHouse, handling large volumes efficiently.
- •Jaeger is pure self‑hosted with no SaaS option; Uptrace provides both self‑hosted and managed cloud tiers.
- •Uptrace includes built‑in service dependency graphs and RED metrics; Jaeger’s UI focuses on trace exploration.
- •Support: Jaeger offers email and documentation; Uptrace adds community GitHub support and paid cloud support.
Pricing & value
Uptrace’s freemium model adds a managed cloud tier and per‑GB pricing; Jaeger is free but incurs hidden infrastructure costs.
Ease of use / learning curve
Uptrace provides a ready‑to‑run ClickHouse backend and UI; Jaeger has a steep learning curve and resource‑heavy deployment.
Features & depth
Uptrace unifies traces, metrics, logs and offers RED metrics; Jaeger focuses solely on distributed tracing.
Integrations & ecosystem
Jaeger lists native integrations with Kubernetes, Docker, Prometheus; Uptrace’s ecosystem is smaller.
Scalability
Uptrace’s ClickHouse backend is designed for fast aggregation over very large telemetry data sets.
Support
Uptrace offers community GitHub support plus paid cloud support; Jaeger only provides email and documentation.
Security & privacy
Both are open source and self‑hosted; no specific security details provided.
Choose Jaeger if…
Teams already invested in Jaeger’s ecosystem who need pure tracing and can manage storage themselves.
Choose Uptrace if…
Engineering groups wanting unified observability with lower operational overhead and optional managed SaaS.
Common questions
What are the total cost implications?
Jaeger is free but requires you to provision and maintain storage (Cassandra/Elasticsearch). Uptrace offers a free self‑hosted edition and a cloud tier billed per GB.
Can I monitor metrics and logs together with traces?
Yes, Uptrace natively unifies traces, metrics, and logs; Jaeger only handles tracing data.
Do I need to run additional databases for each tool?
Jaeger needs a separate backend (Cassandra, Elasticsearch, etc.). Uptrace runs on ClickHouse, which handles all telemetry types.