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Comparison

dify vs aideml

Verdict

Pick dify if dify is a platform for creating agentic workflows and RAG pipelines, supporting various AI models and tools, deployable on cloud, VPC, or self-hosted environments; pick aideml if aIDE is an LLM agent for machine learning engineering, designed for automated machine learning, autonomous agents, and self-improving AI, referenced in OpenAI MLE-bench.

Markdown twin · dify alternatives · aideml alternatives

GraphCanon updated Oct 4, 2026

5views this month

dify logo

dify

langgenius/dify

★ 156kpushed Sep 18, 2026
vs
aideml logo

aideml

WecoAI/aideml

★ 1.5kpushed Sep 3, 2026

Trust & integrity

Signaldifyaideml
Maintenance
Very active (0d since push)
As of Sep 18, 2026 · github_public_v1
Active (14d since push)
As of Sep 18, 2026 · github_public_v1
Provenance
Not a fork · Organization account
As of Sep 18, 2026 · github_public_v1
Not a fork · Organization account
As of Sep 18, 2026 · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of Oct 4, 2026 · osv@v1
Published findings
As of Sep 18, 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
dify trust reportaideml trust reportTrust methodology

Tagline

dify
Build Agentic workflows and RAG pipelines with rich AI model and tool support on one collaborative workspace.
aideml
AIDE: an LLM agent for machine learning engineering

Stars

dify
156k
aideml
1.5k

Forks

dify
25k
aideml
227

Open issues

dify
1.1k
aideml
3

Language

dify
TypeScript
aideml
Python

Adopt for

dify
Dify is a platform for creating agentic workflows and RAG pipelines, supporting various AI models and tools, deployable on cloud, VPC, or self-hosted environments.
aideml
AIDE is an LLM agent for machine learning engineering, designed for automated machine learning, autonomous agents, and self-improving AI, referenced in OpenAI MLE-bench.

Persona

dify
-
aideml
-

Runtime

dify
-
aideml
-

License

dify
Other
aideml
MIT

Last pushed

dify
Sep 18, 2026
aideml
Sep 3, 2026

Categories

dify
AI Agents, Data & Retrieval, Developer Tools
aideml
AI Agents, Developer Tools, Model Training

Trust and health

Maintenance

dify
Very active (96%)
aideml
Active (82%)

Days since push

dify
0d
aideml
14d

Open issues (now)

dify
1.1k
aideml
3

Stars delta

dify
+4.5k (30d)
aideml
+70 (30d)

Open issues delta

dify
+172 (30d)
aideml
+1 (30d)

OSV dependency advisories

dify
No lockfile (source not queried)
aideml
Published findings

Full report

dify
Trust report
aideml
Trust report

Choose dify if…

  • dify is primarily TypeScript; aideml is Python.
  • License: dify is Other, aideml is MIT.
  • Tags unique to dify: agent, agentic-ai, agentic-framework, agentic-workflow.
  • Also covers Data & Retrieval.
  • When you need a collaborative workspace that supports rich AI model and tool integration for agentic workflows and RAG pipelines.

When NOT to use dify

  • If your project does not require agentic workflows or RAG pipelines, and you are looking for a more general-purpose AI development tool.
  • When you need a platform that does not require Docker and Docker Compose for setup, as Dify's quick start guide assumes these prerequisites.
  • If your team prefers a platform with a different licensing model, as Dify uses a modified Apache 2.0 license with additional conditions.
GitHubDetails

Choose aideml if…

  • aideml is primarily Python; dify is TypeScript.
  • License: aideml is MIT, dify is Other.
  • Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for deployment.; Needs an OpenAI API key for full functionality..
  • Tags unique to aideml: ai-agents, automated-machine-learning, autonomous-agents, autoresearch.
  • Also covers Model Training.
  • aideml ships Docker support for self-hosted deployment.
  • When you need an LLM agent that focuses on automated machine learning and autonomous agents, as AIDE is specifically designed for these purposes.

When NOT to use aideml

  • If your project does not require integration with OpenAI services, as AIDE's functionality is partly tied to OpenAI APIs.
  • When you are looking for a tool that does not focus on autonomous agents or self-improving AI, as AIDE is specialized in these areas and may not be as versatile in other aspects of machine learning.
GitHubDetails

Explore

dify trust report →aideml trust report →AI Agents category →Data & Retrieval category →Developer Tools category →Model Training 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: dify 156k · aideml 1.5k (synced Sep 20, 2026).

Common questions

What is the difference between dify and aideml?
dify: Build Agentic workflows and RAG pipelines with rich AI model and tool support on one collaborative workspace.. aideml: AIDE: an LLM agent for machine learning engineering. See the comparison table for live GitHub stats and shared categories.
When should I choose dify over aideml?
Choose dify over aideml when dify is primarily TypeScript; aideml is Python; License: dify is Other, aideml is MIT; Tags unique to dify: agent, agentic-ai, agentic-framework, agentic-workflow; Also covers Data & Retrieval; When you need a collaborative workspace that supports rich AI model and tool integration for agentic workflows and RAG pipelines.
When should I choose aideml over dify?
Choose aideml over dify when aideml is primarily Python; dify is TypeScript; License: aideml is MIT, dify is Other; Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for deployment.; Needs an OpenAI API key for full functionality.; Tags unique to aideml: ai-agents, automated-machine-learning, autonomous-agents, autoresearch; Also covers Model Training; aideml ships Docker support for self-hosted deployment; When you need an LLM agent that focuses on automated machine learning and autonomous agents, as AIDE is specifically designed for these purposes.
When should I avoid dify?
If your project does not require agentic workflows or RAG pipelines, and you are looking for a more general-purpose AI development tool. When you need a platform that does not require Docker and Docker Compose for setup, as Dify's quick start guide assumes these prerequisites. If your team prefers a platform with a different licensing model, as Dify uses a modified Apache 2.0 license with additional conditions.
When should I avoid aideml?
If your project does not require integration with OpenAI services, as AIDE's functionality is partly tied to OpenAI APIs. When you are looking for a tool that does not focus on autonomous agents or self-improving AI, as AIDE is specialized in these areas and may not be as versatile in other aspects of machine learning.
Is dify or aideml more popular on GitHub?
dify has more GitHub stars (156,243 vs 1,530). Stars measure visibility, not whether either tool fits your constraints.
Are dify and aideml open source?
Yes - both are open-source projects on GitHub (dify: Other, aideml: MIT).
Where can I find alternatives to dify or aideml?
GraphCanon lists graph-backed alternatives at dify alternatives and aideml alternatives (dify markdown twin, aideml 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, dify or aideml?
dify: Very active. aideml: Active. 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 dify and aideml?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dify trust report; aideml trust report.

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