Distributed Tracing Tools

Machine formatsJSON Markdown GraphQLor send Accept: application/json

Top signal weightsReliability 0.17Package Downloads 0.15Security Posture 0.13Github Activity 0.10

Rank by intent

Ranking basisMost actively maintainedGithub Activity 0.18Reliability 0.15Package Downloads 0.13Security Posture 0.11

Same facts, re-weighted. Only the weighting changes, never the underlying evidence.

Distributed Tracing Tools ranked by Vioscale composite score
#	Software	Score	Confidence	Vendor
1	UptraceOpenTelemetry-native observability	68	low · 41%	n/a
2	OpenTelemetryThe open standard for telemetry	67	low · 48%	n/a
3	OpenTelemetryThe open standard for telemetry	67	low · 48%	n/a
4	JaegerOpen source, distributed tracing platform	66	low · 22%	n/a
5	Grafana TempoScale tracing with minimal operational cost and less complexity	64	low · 48%	n/a
6	SigNozThe Open Source Datadog Alternative	63	low · 46%	n/a
7	SigNozThe Open Source Datadog Alternative	63	low · 46%	n/a
8	OdigosAsk Production Anything	62	low · 17%	n/a
9	TracetestDevelop and Test with OpenTelemetry	57	low · 16%	n/a
10	AWS X-Ray	44	low · 48%	n/a
11	HoneycombObservability built for the AI era	41	low · 35%	n/a
12	ZipkinA distributed tracing system	28	low · 30%	n/a
No tools on this page match that name.

Ranked by the Vioscale composite: independent signals, not user reviews. See the method.