Comparison
Kiln vs automl-gs
Verdict
Pick Kiln if kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes; pick automl-gs if automl-gs: Python tool for automated machine-learning model creation from CSV data.
Markdown twin · Kiln alternatives · automl-gs alternatives
GraphCanon updated 2d
Trust & integrity
| Signal | Kiln | automl-gs |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2d · github_public_v1 | Dormant (2477d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · github_public_v1 | Not a fork · Personal account As of 3w · 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
- Kiln
- Build, Evaluate, and Optimize AI Systems
- automl-gs
- Automatically generate machine-learning models and code with input CSV and target field
Stars
- Kiln
- 5.0k
- automl-gs
- 1.9k
Forks
- Kiln
- 375
- automl-gs
- 181
Open issues
- Kiln
- 69
- automl-gs
- 28
Language
- Kiln
- Python
- automl-gs
- Python
Adopt for
- Kiln
- Kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes.
- automl-gs
- automl-gs: Python tool for automated machine-learning model creation from CSV data
Persona
- Kiln
- -
- automl-gs
- -
Runtime
- Kiln
- -
- automl-gs
- -
License
- Kiln
- Other
- automl-gs
- MIT
Last pushed
- Kiln
- Aug 23, 2026
- automl-gs
- Oct 22, 2019
Categories
- Kiln
- AI Agents, Data & Retrieval, Evaluation & Observability, Model Training
- automl-gs
- Data & Retrieval, Model Training
Trust and health
Maintenance
- Kiln
- Very active (96%)
- automl-gs
- Dormant (18%)
Days since push
- Kiln
- 0d
- automl-gs
- 2477d
Open issues (now)
- Kiln
- 69
- automl-gs
- 28
Stars delta
- Kiln
- +63 (30d)
- automl-gs
- Unknown
Open issues delta
- Kiln
- +3 (30d)
- automl-gs
- Unknown
Owner type
- Kiln
- Organization
- automl-gs
- User
OSV dependency advisories
- Kiln
- No lockfile (source not queried)
- automl-gs
- Published findings
Full report
- Kiln
- Trust report
- automl-gs
- Trust report
Choose Kiln if…
- License: Kiln is Other, automl-gs is MIT.
- Tags unique to Kiln: ai, chain-of-thought, collaboration, dataset-generation.
- Also covers AI Agents, Evaluation & Observability.
- When you need extensive tools for evaluating custom AI agents
When NOT to use Kiln
- If your project strictly requires a lightweight tool without comprehensive dataset management options
- Avoid if you do not require advanced synthetic data generation capabilities
Choose automl-gs if…
- License: automl-gs is MIT, Kiln is Other.
- Tags unique to automl-gs: automl, keras, python, tensorflow.
- Need to rapidly prototype models with limited ML expertise
When NOT to use automl-gs
- Complex feature engineering or non-standard data inputs required
- Sensitive about licensing of the generated code
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Kiln-AI/Kiln) · observed Aug 23, 2026
- GitHub forks (Kiln-AI/Kiln) · observed Aug 23, 2026
- Last push (Kiln-AI/Kiln) · observed Aug 23, 2026
- License file (Other) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (minimaxir/automl-gs) · observed Aug 4, 2026
- GitHub forks (minimaxir/automl-gs) · observed Aug 4, 2026
- Last push (minimaxir/automl-gs) · observed Oct 22, 2019
- License file (MIT) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Kiln 5.0k · automl-gs 1.9k (synced Aug 23, 2026).
Common questions
- What is the difference between Kiln and automl-gs?
- Kiln: Build, Evaluate, and Optimize AI Systems. automl-gs: Automatically generate machine-learning models and code with input CSV and target field. See the comparison table for live GitHub stats and shared categories.
- When should I choose Kiln over automl-gs?
- Choose Kiln over automl-gs when License: Kiln is Other, automl-gs is MIT; Tags unique to Kiln: ai, chain-of-thought, collaboration, dataset-generation; Also covers AI Agents, Evaluation & Observability; When you need extensive tools for evaluating custom AI agents.
- When should I choose automl-gs over Kiln?
- Choose automl-gs over Kiln when License: automl-gs is MIT, Kiln is Other; Tags unique to automl-gs: automl, keras, python, tensorflow; Need to rapidly prototype models with limited ML expertise.
- When should I avoid Kiln?
- If your project strictly requires a lightweight tool without comprehensive dataset management options Avoid if you do not require advanced synthetic data generation capabilities
- When should I avoid automl-gs?
- Complex feature engineering or non-standard data inputs required Sensitive about licensing of the generated code
- Is Kiln or automl-gs more popular on GitHub?
- Kiln has more GitHub stars (5,034 vs 1,869). Stars measure visibility, not whether either tool fits your constraints.
- Are Kiln and automl-gs open source?
- Yes - both are open-source projects on GitHub (Kiln: Other, automl-gs: MIT).
- Where can I find alternatives to Kiln or automl-gs?
- GraphCanon lists graph-backed alternatives at Kiln alternatives and automl-gs alternatives (Kiln markdown twin, automl-gs 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, Kiln or automl-gs?
- Kiln: Very active. automl-gs: 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 Kiln and automl-gs?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Kiln trust report; automl-gs trust report.