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Comparison

evidently vs langtrace

Verdict

Pick evidently if evidently provides comprehensive observability across a wide range of data types and metrics, particularly suited for integration with Jupyter Notebook environments; pick langtrace if langtrace stands out as an open-source observability solution for large language models, offering real-time tracing and evaluation capabilities through the Open Telemetry framework.

Markdown twin · evidently alternatives · langtrace alternatives

GraphCanon updated 1d

evidently logo

evidently

evidentlyai/evidently

★ 7.8kpushed Aug 5, 2026
vs
langtrace logo

langtrace

Scale3-Labs/langtrace

★ 1.2kpushed Nov 17, 2025

Trust & integrity

Signalevidentlylangtrace
Maintenance
Very active (2d since push)
As of 2w · github_public_v1
Slowing (276d since push)
As of 1d · github_public_v1
Provenance
Not a fork · Organization account
As of 2w · github_public_v1
Not a fork · Organization account
As of 1d · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1
evidently trust reportlangtrace trust reportTrust methodology

Tagline

evidently
An open-source ML and LLM observability framework.
langtrace
Open Telemetry based observability tool for LLM applications

Stars

evidently
7.8k
langtrace
1.2k

Forks

evidently
895
langtrace
126

Open issues

evidently
295
langtrace
1

Language

evidently
Jupyter Notebook
langtrace
TypeScript

Adopt for

evidently
Evidently provides comprehensive observability across a wide range of data types and metrics, particularly suited for integration with Jupyter Notebook environments.
langtrace
Langtrace stands out as an open-source observability solution for large language models, offering real-time tracing and evaluation capabilities through the Open Telemetry framework.

Persona

evidently
-
langtrace
-

Runtime

evidently
-
langtrace
-

License

evidently
Apache-2.0
langtrace
AGPL-3.0

Last pushed

evidently
Aug 5, 2026
langtrace
Nov 17, 2025

Categories

evidently
Evaluation & Observability
langtrace
Evaluation & Observability

Trust and health

Maintenance

evidently
Very active (96%)
langtrace
Slowing (36%)

Days since push

evidently
2d
langtrace
276d

Open issues (now)

evidently
295
langtrace
1

Stars delta

evidently
+117 (30d)
langtrace
+12 (30d)

Open issues delta

evidently
+10 (30d)
langtrace
0 (30d)

Full report

evidently
Trust report
langtrace
Trust report

Typed relationship

evidently alternative langtraceEvidently and LangTrace both aim to provide observability tools specifically for LLM applications, with overlapping functionality.

Choose evidently if…

  • evidently is primarily Jupyter Notebook; langtrace is TypeScript.
  • License: evidently is Apache-2.0, langtrace is AGPL-3.0.
  • Evidently and LangTrace both aim to provide observability tools specifically for LLM applications, with overlapping functionality.
  • Tags unique to evidently: data-drift, data-quality, data-validation, gen-ai.
  • Integrating into projects using Jupyter Notebooks where detailed observability is needed

When NOT to use evidently

  • For developers preferring non-Jupyter based development environments
  • Projects needing fewer, simpler monitoring tools without extensive metric support
GitHubDetails

Choose langtrace if…

  • langtrace is primarily TypeScript; evidently is Jupyter Notebook.
  • License: langtrace is AGPL-3.0, evidently is Apache-2.0.
  • Evidently and LangTrace both aim to provide observability tools specifically for LLM applications, with overlapping functionality.
  • Tags unique to langtrace: ai, datasets, evaluations, gpt.
  • langtrace ships Docker support for self-hosted deployment.
  • When developing or using LLMs and frameworks where end-to-end visibility into every aspect of model performance is crucial.

When NOT to use langtrace

  • For teams that do not require real-time tracing and evaluations, as implementing Langtrace might introduce unnecessary overhead.
  • When working with non-LLM AI applications or other machine learning models, Langtrace’s specialized features for large language models may not provide much value.
GitHubDetails

Explore

evidently trust report →langtrace trust report →Evaluation & Observability category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: evidently 7.8k · langtrace 1.2k (synced Aug 7, 2026).

Common questions

What is the difference between evidently and langtrace?
evidently: An open-source ML and LLM observability framework.. langtrace: Open Telemetry based observability tool for LLM applications. See the comparison table for live GitHub stats and shared categories.
When should I choose evidently over langtrace?
Choose evidently over langtrace when evidently is primarily Jupyter Notebook; langtrace is TypeScript; License: evidently is Apache-2.0, langtrace is AGPL-3.0; Evidently and LangTrace both aim to provide observability tools specifically for LLM applications, with overlapping functionality; Tags unique to evidently: data-drift, data-quality, data-validation, gen-ai; Integrating into projects using Jupyter Notebooks where detailed observability is needed.
When should I choose langtrace over evidently?
Choose langtrace over evidently when langtrace is primarily TypeScript; evidently is Jupyter Notebook; License: langtrace is AGPL-3.0, evidently is Apache-2.0; Evidently and LangTrace both aim to provide observability tools specifically for LLM applications, with overlapping functionality; Tags unique to langtrace: ai, datasets, evaluations, gpt; langtrace ships Docker support for self-hosted deployment; When developing or using LLMs and frameworks where end-to-end visibility into every aspect of model performance is crucial.
When should I avoid evidently?
For developers preferring non-Jupyter based development environments Projects needing fewer, simpler monitoring tools without extensive metric support
When should I avoid langtrace?
For teams that do not require real-time tracing and evaluations, as implementing Langtrace might introduce unnecessary overhead. When working with non-LLM AI applications or other machine learning models, Langtrace’s specialized features for large language models may not provide much value.
Is evidently or langtrace more popular on GitHub?
evidently has more GitHub stars (7,790 vs 1,228). Stars measure visibility, not whether either tool fits your constraints.
Are evidently and langtrace open source?
Yes - both are open-source projects on GitHub (evidently: Apache-2.0, langtrace: AGPL-3.0).
Where can I find alternatives to evidently or langtrace?
GraphCanon lists graph-backed alternatives at evidently alternatives and langtrace alternatives (evidently markdown twin, langtrace markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, evidently or langtrace?
evidently: Very active. langtrace: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for evidently and langtrace?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: evidently trust report; langtrace trust report.

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