Alternatives Engine

evidently Alternatives

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

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Decision Summary

evidentlyai/evidently has 12 alternative candidates. Top match is traceloop/openllmetry at 100/100 because Same ai observability intent with observability overlap.

CandidatesExplicitCloudflare-readyAvg similarityTop candidate
123089traceloop/openllmetry
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Source Project

evidentlyai/evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Jupyter Notebook Apache-2.0 DockerLibrary OnlyLocal

Best For

Where evidently 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
users expecting a complete hosted product

Comparison Table

jaegertracing/jaeger leads this comparison context

jaegertracing/jaeger has the strongest combined agent score and maintenance profile in this comparison.

ProjectSimilarityStarsLanguageDeployQualityAgent
evidentlyai/evidentlySource7,932Jupyter NotebookDocker, Library Only2476
traceloop/openllmetry100/1007,447PythonLibrary Only, Local3680
traceloop/openllmetry-js100/100412TypeScriptLibrary Only, Local1662
traceloop/hub100/100229RustDocker, Kubernetes1363
apache/burr87/1002,553PythonLibrary Only, Local1972
jaegertracing/jaeger86/10023,238GoDocker, Local3982

Alternative Match

traceloop/openllmetry

100/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

ExplicitAi ObservabilityLibrary OnlyLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: library_only, local, cloud.
Quality36
Agent80

Alternative Match

traceloop/openllmetry-js

100/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Sister project to OpenLLMetry, but in Typescript. Open-source observability for your LLM application, based on OpenTelemetry

ExplicitAi ObservabilityLibrary OnlyLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: library_only, local, cloud.
Quality16
Agent62

Alternative Match

traceloop/hub

100/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included

ExplicitAi ObservabilityDockerLibrary OnlyLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: docker, library_only, local.
Quality13
Agent63

Alternative Match

apache/burr

87/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.

Ai ObservabilityLibrary OnlyLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: library_only, local, cloud.
Quality19
Agent72

Alternative Match

jaegertracing/jaeger

86/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

CNCF Jaeger, a Distributed Tracing Platform

Ai 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

langfuse/langfuse-js

86/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

🪢 Langfuse JS/TS SDKs - Instrument your LLM app and get detailed tracing/observability. Works with any LLM or framework

Ai ObservabilityLibrary OnlyLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: library_only, local.
Quality27
Agent71

Alternative Match

eunomia-bpf/agentsight

85/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

lightweight system-level observability for AI Agents

Ai ObservabilityDockerLibrary OnlyLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: docker, library_only, local.
Quality26
Agent68

Alternative Match

apache/hertzbeat

85/100

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

Alternative Match

Arize-ai/client_python

85/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A Python client to interact with Arize API

Ai ObservabilityLibrary OnlyLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: library_only, local, cloud.
Quality22
Agent62

Alternative Match

deepflowio/deepflow

84/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

eBPF Observability - Distributed Tracing and Profiling

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

Alternative Match

pydantic/logfire

83/100

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

Alternative Match

Arize-ai/openinference

83/100

Same ai observability intent with observability overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

OpenTelemetry Instrumentation for AI Observability

Ai ObservabilityLocalLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local.
Quality46
Agent81

Data Source

d1 / d1_query

1213 loaded projects. Generated at 2026-09-26T18:10:00.377Z.