Comparison
AdaRubrics vs auto-evaluator
Verdict
Pick AdaRubrics when adaRubrics is primarily Python; auto-evaluator is TypeScript; pick auto-evaluator when auto-evaluator is primarily TypeScript; AdaRubrics is Python.
Markdown twin · AdaRubrics alternatives · auto-evaluator alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | AdaRubrics | auto-evaluator |
|---|---|---|
| Maintenance | Active (27d since push) As of Sep 20, 2026 · github_public_v1 | Archived (438d since push) As of Sep 8, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 8, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- AdaRubrics
- Adaptive Dynamic Rubric Evaluator for Agent Trajectories
- auto-evaluator
- auto-evaluator
Stars
- AdaRubrics
- 362
- auto-evaluator
- 783
Forks
- AdaRubrics
- 37
- auto-evaluator
- 99
Open issues
- AdaRubrics
- 1
- auto-evaluator
- 21
Language
- AdaRubrics
- Python
- auto-evaluator
- TypeScript
Adopt for
- AdaRubrics
- AdaRubrics serves as an Adaptive Dynamic Rubric Evaluator specifically for assessing AI agent and language model performance based on evolving rubrics tailored to the agents' paths.
- auto-evaluator
- -
Persona
- AdaRubrics
- -
- auto-evaluator
- -
Runtime
- AdaRubrics
- -
- auto-evaluator
- -
License
- AdaRubrics
- Apache-2.0
- auto-evaluator
- Other
Last pushed
- AdaRubrics
- Aug 24, 2026
- auto-evaluator
- Jun 26, 2025
Categories
- AdaRubrics
- Evaluation & Observability
- auto-evaluator
- Evaluation & Observability
Trust and health
Maintenance
- AdaRubrics
- Active (82%)
- auto-evaluator
- Archived (8%)
Days since push
- AdaRubrics
- 27d
- auto-evaluator
- 438d
Archived on GitHub
- AdaRubrics
- No
- auto-evaluator
- Yes
Open issues (now)
- AdaRubrics
- 1
- auto-evaluator
- 21
Stars delta
- AdaRubrics
- +17 (30d)
- auto-evaluator
- 0 (30d)
Open issues delta
- AdaRubrics
- +1 (30d)
- auto-evaluator
- 0 (30d)
Owner type
- AdaRubrics
- User
- auto-evaluator
- Organization
Full report
- AdaRubrics
- Trust report
- auto-evaluator
- Trust report
Choose AdaRubrics if…
- AdaRubrics is primarily Python; auto-evaluator is TypeScript.
- License: AdaRubrics is Apache-2.0, auto-evaluator is Other.
- Tags unique to AdaRubrics: agent-evaluation, llm-evaluation, reward-model, rlhf.
- When you need dynamic evaluation criteria that adapt in real-time according to how your AI agents or language models are performing their tasks.
When NOT to use AdaRubrics
- If fixed rubrics with static evaluation criteria suffice, AdaRubrics provides more complexity than needed.
- For projects that do not require real-time adjustments in evaluation methods as the AI agents' or models' trajectories progress.
Choose auto-evaluator if…
- auto-evaluator is primarily TypeScript; AdaRubrics is Python.
- License: auto-evaluator is Other, AdaRubrics is Apache-2.0.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (alphadl/AdaRubrics) · observed Sep 20, 2026
- GitHub forks (alphadl/AdaRubrics) · observed Sep 20, 2026
- Last push (alphadl/AdaRubrics) · observed Aug 24, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langchain-ai/auto-evaluator) · observed Sep 20, 2026
- GitHub forks (langchain-ai/auto-evaluator) · observed Sep 20, 2026
- Last push (langchain-ai/auto-evaluator) · observed Jun 26, 2025
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AdaRubrics 362 · auto-evaluator 783 (synced Sep 20, 2026).
Common questions
- What is the difference between AdaRubrics and auto-evaluator?
- AdaRubrics: Adaptive Dynamic Rubric Evaluator for Agent Trajectories. auto-evaluator: auto-evaluator. See the comparison table for live GitHub stats and shared categories.
- When should I choose AdaRubrics over auto-evaluator?
- Choose AdaRubrics over auto-evaluator when AdaRubrics is primarily Python; auto-evaluator is TypeScript; License: AdaRubrics is Apache-2.0, auto-evaluator is Other; Tags unique to AdaRubrics: agent-evaluation, llm-evaluation, reward-model, rlhf; When you need dynamic evaluation criteria that adapt in real-time according to how your AI agents or language models are performing their tasks.
- When should I choose auto-evaluator over AdaRubrics?
- Choose auto-evaluator over AdaRubrics when auto-evaluator is primarily TypeScript; AdaRubrics is Python; License: auto-evaluator is Other, AdaRubrics is Apache-2.0; 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 avoid AdaRubrics?
- If fixed rubrics with static evaluation criteria suffice, AdaRubrics provides more complexity than needed. For projects that do not require real-time adjustments in evaluation methods as the AI agents' or models' trajectories progress.
- 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
- Is AdaRubrics or auto-evaluator more popular on GitHub?
- auto-evaluator has more GitHub stars (783 vs 362). Stars measure visibility, not whether either tool fits your constraints.
- Are AdaRubrics and auto-evaluator open source?
- Yes - both are open-source projects on GitHub (AdaRubrics: Apache-2.0, auto-evaluator: Other).
- Where can I find alternatives to AdaRubrics or auto-evaluator?
- GraphCanon lists graph-backed alternatives at AdaRubrics alternatives and auto-evaluator alternatives (AdaRubrics 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, AdaRubrics or auto-evaluator?
- AdaRubrics: Active. auto-evaluator: Archived. 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 AdaRubrics and auto-evaluator?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AdaRubrics trust report; auto-evaluator trust report.