Comparison
audited-change-gate vs evidently
Verdict
Pick audited-change-gate if audited-change-gate automates proof-carrying change management for AIOps, ensuring autonomous agents can safely apply infrastructure changes with rollback guarantees; pick evidently if evidently provides comprehensive observability across a wide range of data types and metrics, particularly suited for integration with Jupyter Notebook environments.
Markdown twin · audited-change-gate alternatives · evidently alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | audited-change-gate | evidently |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Steady (73d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · 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 |
Tagline
- audited-change-gate
- Automated Change Management for AIOps
- evidently
- An open-source ML and LLM observability framework.
Stars
- audited-change-gate
- 151
- evidently
- 7.7k
Forks
- audited-change-gate
- 0
- evidently
- 877
Open issues
- audited-change-gate
- 0
- evidently
- 284
Language
- audited-change-gate
- HTML
- evidently
- Jupyter Notebook
Adopt for
- audited-change-gate
- audited-change-gate automates proof-carrying change management for AIOps, ensuring autonomous agents can safely apply infrastructure changes with rollback guarantees.
- evidently
- Evidently provides comprehensive observability across a wide range of data types and metrics, particularly suited for integration with Jupyter Notebook environments.
Persona
- audited-change-gate
- -
- evidently
- -
Runtime
- audited-change-gate
- -
- evidently
- -
License
- audited-change-gate
- -
- evidently
- Apache-2.0
Last pushed
- audited-change-gate
- Jul 15, 2026
- evidently
- May 2, 2026
Categories
- audited-change-gate
- AI Agents, Evaluation & Observability
- evidently
- Evaluation & Observability
Trust and health
Maintenance
- audited-change-gate
- Very active (96%)
- evidently
- Steady (60%)
Days since push
- audited-change-gate
- 0d
- evidently
- 73d
Open issues (now)
- audited-change-gate
- 0
- evidently
- 284
Owner type
- audited-change-gate
- User
- evidently
- Organization
Full report
- audited-change-gate
- Trust report
- evidently
- Trust report
Choose audited-change-gate if…
- audited-change-gate is primarily HTML; evidently is Jupyter Notebook.
- Tags unique to audited-change-gate: agentic-ai, ai-agents, ai-safety, change-management.
- Also covers AI Agents.
- - You require automated validation and execution of infrastructure changes by authorized AI agents
When NOT to use audited-change-gate
- - If your infrastructure changes need real-time human approval beyond automated checks
- - For environments where change immutability is preferred over mutable and reversible states
Choose evidently if…
- evidently is primarily Jupyter Notebook; audited-change-gate is HTML.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ChristoAnsek/audited-change-gate) · observed Jul 15, 2026
- GitHub forks (ChristoAnsek/audited-change-gate) · observed Jul 15, 2026
- Last push (ChristoAnsek/audited-change-gate) · observed Jul 15, 2026
- License file (unknown) · observed Jul 15, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (evidentlyai/evidently) · observed Jul 14, 2026
- GitHub forks (evidentlyai/evidently) · observed Jul 14, 2026
- Last push (evidentlyai/evidently) · observed May 2, 2026
- License file (Apache-2.0) · observed Jul 14, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: audited-change-gate 151 · evidently 7.7k (synced Jul 15, 2026).
Common questions
- What is the difference between audited-change-gate and evidently?
- audited-change-gate: Automated Change Management for AIOps. evidently: An open-source ML and LLM observability framework.. See the comparison table for live GitHub stats and shared categories.
- When should I choose audited-change-gate over evidently?
- Choose audited-change-gate over evidently when audited-change-gate is primarily HTML; evidently is Jupyter Notebook; Tags unique to audited-change-gate: agentic-ai, ai-agents, ai-safety, change-management; Also covers AI Agents; - You require automated validation and execution of infrastructure changes by authorized AI agents.
- When should I choose evidently over audited-change-gate?
- Choose evidently over audited-change-gate when evidently is primarily Jupyter Notebook; audited-change-gate is HTML; 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 avoid audited-change-gate?
- - If your infrastructure changes need real-time human approval beyond automated checks - For environments where change immutability is preferred over mutable and reversible states
- When should I avoid evidently?
- For developers preferring non-Jupyter based development environments Projects needing fewer, simpler monitoring tools without extensive metric support
- Is audited-change-gate or evidently more popular on GitHub?
- evidently has more GitHub stars (7,693 vs 151). Stars measure visibility, not whether either tool fits your constraints.
- Are audited-change-gate and evidently open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to audited-change-gate or evidently?
- GraphCanon lists graph-backed alternatives at audited-change-gate alternatives and evidently alternatives (audited-change-gate markdown twin, evidently 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, audited-change-gate or evidently?
- audited-change-gate: Very active. evidently: Steady. 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 audited-change-gate and evidently?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: audited-change-gate trust report; evidently trust report.