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/tempoSource5,439GoDocker, Local4583
jaegertracing/jaeger100/10023,102GoDocker, Local3682
SigNoz/signoz-otel-collector100/10087GoLocal, Cloud2665
open-telemetry/opentelemetry-js99/1003,439TypeScriptLibrary Only, Local3880
dynatrace-oss/dtctl81/100176GoKubernetes, Local3272
labring/aiproxy80/100526GoDocker, Library Only2468

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.
Quality36
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.
Quality26
Agent65

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.
Quality38
Agent80

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.
Quality32
Agent72

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.
Quality24
Agent68

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.
Quality21
Agent64

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.
Quality20
Agent78

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.
Quality33
Agent78

Alternative Match

pydantic/logfire

77/100

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

langchain-ai/langsmith-sdk

77/100

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.
Quality45
Agent81

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
Agent56

Alternative Match

wandb/weave

76/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.

Ai ObservabilityLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality44
Agent81

Data Source

d1 / d1_query

1109 loaded projects. Generated at 2026-08-15T18:54:40.923Z.