Comparison
auto-evaluator vs auto-evaluator
Verdict
Pick auto-evaluator when auto-evaluator is primarily TypeScript; auto-evaluator is Python; pick auto-evaluator when auto-evaluator is primarily Python; auto-evaluator is TypeScript.
Markdown twin · auto-evaluator alternatives · auto-evaluator alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | auto-evaluator | auto-evaluator |
|---|---|---|
| Maintenance | Archived (408d since push) As of 2w · github_public_v1 | Dormant (1186d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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 |
Tagline
- auto-evaluator
- auto-evaluator
- auto-evaluator
- A lightweight evaluation tool for question-answering using Langchain
Stars
- auto-evaluator
- 783
- auto-evaluator
- 1.1k
Forks
- auto-evaluator
- 102
- auto-evaluator
- 92
Open issues
- auto-evaluator
- 21
- auto-evaluator
- 3
Language
- auto-evaluator
- TypeScript
- auto-evaluator
- Python
Adopt for
- auto-evaluator
- -
- auto-evaluator
- Auto-evaluator is a Python-based tool designed for evaluating LLM QA chains with the capability to auto-generate question-answer pairs from user-provided documents and evaluate answers using configurations chosen via UI.
Persona
- auto-evaluator
- -
- auto-evaluator
- -
Runtime
- auto-evaluator
- -
- auto-evaluator
- -
License
- auto-evaluator
- Other
- auto-evaluator
- -
Last pushed
- auto-evaluator
- Jun 26, 2025
- auto-evaluator
- May 10, 2023
Categories
- auto-evaluator
- Evaluation & Observability
- auto-evaluator
- Evaluation & Observability
Trust and health
Maintenance
- auto-evaluator
- Archived (8%)
- auto-evaluator
- Dormant (18%)
Days since push
- auto-evaluator
- 408d
- auto-evaluator
- 1186d
Archived on GitHub
- auto-evaluator
- Yes
- auto-evaluator
- No
Open issues (now)
- auto-evaluator
- 21
- auto-evaluator
- 3
Owner type
- auto-evaluator
- Organization
- auto-evaluator
- User
OSV dependency advisories
- auto-evaluator
- No lockfile (source not queried)
- auto-evaluator
- Published findings
Full report
- auto-evaluator
- Trust report
- auto-evaluator
- Trust report
Choose auto-evaluator if…
- auto-evaluator is primarily TypeScript; auto-evaluator is Python.
- Tags unique to auto-evaluator: auto-evaluation, railway, typescript, vercel.
- Use auto-evaluator when you are working with TypeScript and need an integrated solution for evaluating AI models
When NOT to use auto-evaluator
- Avoid using auto-evaluator if you require a multi-language support environment, as it focuses solely on TypeScript
- Do not use this tool if your project's hosting requirements do not align with using Vercel or Railway
Choose auto-evaluator if…
- auto-evaluator is primarily Python; auto-evaluator is TypeScript.
- Tags unique to auto-evaluator: evaluation, gpt-3.5-turbo, langchain, llm.
- Use when you need a lightweight solution for testing question-answering capabilities of Langchain models.
When NOT to use auto-evaluator
- Avoid using this tool when you do not have access to an OpenAI API key providing access to GPT-4, as it uses that by default for optimal settings.
- If you are looking for a tool that does not require you to input documents for question generation and prefer a more customized prompt approach rather than the auto-generation feature.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langchain-ai/auto-evaluator) · observed Aug 8, 2026
- GitHub forks (langchain-ai/auto-evaluator) · observed Aug 8, 2026
- Last push (langchain-ai/auto-evaluator) · observed Jun 26, 2025
- License file (Other) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (rlancemartin/auto-evaluator) · observed Aug 8, 2026
- GitHub forks (rlancemartin/auto-evaluator) · observed Aug 8, 2026
- Last push (rlancemartin/auto-evaluator) · observed May 10, 2023
- License file (unknown) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: auto-evaluator 783 · auto-evaluator 1.1k (synced Aug 8, 2026).
Common questions
- What is the difference between auto-evaluator and auto-evaluator?
- auto-evaluator: auto-evaluator. auto-evaluator: A lightweight evaluation tool for question-answering using Langchain. See the comparison table for live GitHub stats and shared categories.
- When should I choose auto-evaluator over auto-evaluator?
- Choose auto-evaluator over auto-evaluator when auto-evaluator is primarily TypeScript; auto-evaluator is Python; Tags unique to auto-evaluator: auto-evaluation, railway, typescript, vercel; Use auto-evaluator when you are working with TypeScript and need an integrated solution for evaluating AI models.
- When should I choose auto-evaluator over auto-evaluator?
- Choose auto-evaluator over auto-evaluator when auto-evaluator is primarily Python; auto-evaluator is TypeScript; Tags unique to auto-evaluator: evaluation, gpt-3.5-turbo, langchain, llm; Use when you need a lightweight solution for testing question-answering capabilities of Langchain models.
- When should I avoid auto-evaluator?
- Avoid using auto-evaluator if you require a multi-language support environment, as it focuses solely on TypeScript Do not use this tool if your project's hosting requirements do not align with using Vercel or Railway
- When should I avoid auto-evaluator?
- Avoid using this tool when you do not have access to an OpenAI API key providing access to GPT-4, as it uses that by default for optimal settings. If you are looking for a tool that does not require you to input documents for question generation and prefer a more customized prompt approach rather than the auto-generation feature.
- Is auto-evaluator or auto-evaluator more popular on GitHub?
- auto-evaluator has more GitHub stars (1,105 vs 783). Stars measure visibility, not whether either tool fits your constraints.
- Are auto-evaluator and auto-evaluator open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to auto-evaluator or auto-evaluator?
- GraphCanon lists graph-backed alternatives at auto-evaluator alternatives and auto-evaluator alternatives (auto-evaluator markdown twin, auto-evaluator 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, auto-evaluator or auto-evaluator?
- auto-evaluator: Archived. auto-evaluator: Dormant. 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 auto-evaluator and auto-evaluator?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: auto-evaluator trust report; auto-evaluator trust report.