Alternatives Engine

tempo Alternatives

Compare open-source alternatives to grafana/tempo by fit, deployment, maintenance, quality, and agent readiness.

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Decision Summary

grafana/tempo has 12 alternative candidates. Top match is jaegertracing/jaeger at 100/100 because Same ai observability intent with observability overlap.

CandidatesExplicitCloudflare-readyAvg similarityTop candidate
123084jaegertracing/jaeger
Compare shortlistOpen source graphExplain source scoreOpen source projectGet recommendations

Source Project

grafana/tempo

Grafana Tempo is a high volume, minimal dependency distributed tracing backend.

Go AGPL-3.0 DockerLocalCloud

Best For

Where tempo fits

trace LLM applications
monitor agent behavior
debug production AI systems

Not Best For

When to compare alternatives

edge-only Cloudflare Workers deployment without adaptation

Comparison Table

grafana/tempo leads this comparison context

grafana/tempo has the strongest combined agent score and maintenance profile in this comparison.

ProjectSimilarityStarsLanguageDeployQualityAgent
grafana/tempoSource5,488GoDocker, Local4483
jaegertracing/jaeger100/10023,238GoDocker, Local3982
SigNoz/signoz-otel-collector100/10087GoLocal, Cloud2766
open-telemetry/opentelemetry-js99/1003,476TypeScriptLibrary Only, Local4182
dynatrace-oss/dtctl81/100190GoKubernetes, Local3876
labring/aiproxy80/100554GoDocker, Library Only2569

Alternative Match

jaegertracing/jaeger

100/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

CNCF Jaeger, a Distributed Tracing Platform

ExplicitAi ObservabilityDockerLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: docker, local, cloud.
Quality39
Agent82

Alternative Match

SigNoz/signoz-otel-collector

100/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

SigNoz distro for OpenTelemetry Collector

ExplicitAi ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality27
Agent66

Alternative Match

open-telemetry/opentelemetry-js

99/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

OpenTelemetry JavaScript Client

ExplicitAi ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality41
Agent82

Alternative Match

dynatrace-oss/dtctl

81/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

CLI for managing Dynatrace platform resources - built for humans and AI agents alike

Ai ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality38
Agent76

Alternative Match

labring/aiproxy

80/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

AI Proxy is a high performance AI gateway using OpenAI / Claude / Gemini protocol as the entry point. It features intelligent error handling, multi-channel management, and comprehensive monitoring. With support for multiple models, rate limiting, and multi-tenant isolation.

Ai ObservabilityDockerLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: docker, local, cloud.
Quality25
Agent69

Alternative Match

deepflowio/deepflow

80/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

eBPF Observability - Distributed Tracing and Profiling

Ai ObservabilityDockerLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: docker, local, cloud.
Quality23
Agent79

Alternative Match

olemeyer/rocketplaneIO

80/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Self-hosted AI SRE for Kubernetes — zero-instrumentation eBPF observability plus a copilot that fixes issues through guardrailed, self-verifying actions. BYO-LLM, air-gapped capable.

Ai ObservabilityDockerLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: docker, local, cloud.
Quality19
Agent63

Alternative Match

open-telemetry/opentelemetry-python

79/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

OpenTelemetry Python API and SDK

Ai ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality32
Agent77

Alternative Match

pydantic/logfire

78/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

AI observability platform for production LLM and agent systems.

Ai ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality46
Agent83

Alternative Match

apache/hertzbeat

78/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

An AI-powered next-generation open source real-time observability system.

Ai ObservabilityDockerLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: docker, local, cloud.
Quality25
Agent80

Alternative Match

evilmartians/agent-prism

77/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

React components for visualizing traces from AI agents

Ai ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality6
Agent55

Alternative Match

langchain-ai/langsmith-sdk

75/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

LangSmith Client SDK Implementations

Ai ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality43
Agent80

Data Source

d1 / d1_query

1213 loaded projects. Generated at 2026-09-26T17:25:41.700Z.