Comparison
adk-python vs pydantic-ai
Verdict
Pick adk-python if adk-python provides tools for developing sophisticated AI agents with a focus on flexibility and control, particularly suited for multi-agent systems; pick pydantic-ai if pydantic AI is a Python framework for developing production-grade applications with Generative AI using the robust validation offered by Pydantic.
Markdown twin · adk-python alternatives · pydantic-ai alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | adk-python | pydantic-ai |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) 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
- adk-python
- A Python toolkit for building, evaluating, and deploying AI agents
- pydantic-ai
- GenAI Agent Framework, the Pydantic way
Stars
- adk-python
- 21k
- pydantic-ai
- 19k
Forks
- adk-python
- 3.9k
- pydantic-ai
- 2.5k
Open issues
- adk-python
- 566
- pydantic-ai
- 605
Language
- adk-python
- Python
- pydantic-ai
- Python
Adopt for
- adk-python
- adk-python provides tools for developing sophisticated AI agents with a focus on flexibility and control, particularly suited for multi-agent systems.
- pydantic-ai
- Pydantic AI is a Python framework for developing production-grade applications with Generative AI using the robust validation offered by Pydantic.
Persona
- adk-python
- -
- pydantic-ai
- -
Runtime
- adk-python
- -
- pydantic-ai
- -
License
- adk-python
- adk-python is available under the Apache-2.0 license, allowing both commercial and non-commercial use with appropriate attribution.
- pydantic-ai
- MIT
Last pushed
- adk-python
- Aug 18, 2026
- pydantic-ai
- Aug 1, 2026
Categories
- adk-python
- AI Agents
- pydantic-ai
- AI Agents
Trust and health
Open issues (now)
- adk-python
- 566
- pydantic-ai
- 605
Stars delta
- adk-python
- +522 (30d)
- pydantic-ai
- Unknown
Open issues delta
- adk-python
- -76 (30d)
- pydantic-ai
- Unknown
Full report
- adk-python
- Trust report
- pydantic-ai
- Trust report
Choose adk-python if…
- License: adk-python is Apache-2.0, pydantic-ai is MIT.
- Requirements: Requires Python 3.10+ for installation..
- Tags unique to adk-python: agent, agentic, ai-agents, multi-agent-systems.
- You are working on multi-agent systems where multiple AI agents need to collaborate or interact effectively. adk-python offers specific support for defining and orchestrating multi-agent workflows.
When NOT to use adk-python
- If your project does not involve multi-agent interactions or complex orchestration of multiple agents, other frameworks might offer more streamlined solutions.
- You prefer using out-of-the-box solutions with less coding complexity. adk-python's code-first approach is best suited for developers looking to deeply customize agent behavior and interactions.
Choose pydantic-ai if…
- License: pydantic-ai is MIT, adk-python is Apache-2.0.
- Tags unique to pydantic-ai: agent-framework, genai, llm, pydantic.
- Use Pydantic AI when you are looking to build GenAI apps and agents in Python, especially if your team has expertise or a preference for Pydantic, as it is built directly by the Pydantic development团队
When NOT to use pydantic-ai
- Pydantic，Pydantic AI，Pydantic。
- ，，Pydantic AI。
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (google/adk-python) · observed Aug 19, 2026
- GitHub forks (google/adk-python) · observed Aug 19, 2026
- Last push (google/adk-python) · observed Aug 18, 2026
- License file (Apache-2.0) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (pydantic/pydantic-ai) · observed Aug 1, 2026
- GitHub forks (pydantic/pydantic-ai) · observed Aug 1, 2026
- Last push (pydantic/pydantic-ai) · observed Aug 1, 2026
- License file (MIT) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: adk-python 21k · pydantic-ai 19k (synced Aug 19, 2026).
Common questions
- What is the difference between adk-python and pydantic-ai?
- adk-python: A Python toolkit for building, evaluating, and deploying AI agents. pydantic-ai: GenAI Agent Framework, the Pydantic way. See the comparison table for live GitHub stats and shared categories.
- When should I choose adk-python over pydantic-ai?
- Choose adk-python over pydantic-ai when License: adk-python is Apache-2.0, pydantic-ai is MIT; Requirements: Requires Python 3.10+ for installation.; Tags unique to adk-python: agent, agentic, ai-agents, multi-agent-systems; You are working on multi-agent systems where multiple AI agents need to collaborate or interact effectively. adk-python offers specific support for defining and orchestrating multi-agent workflows.
- When should I choose pydantic-ai over adk-python?
- Choose pydantic-ai over adk-python when License: pydantic-ai is MIT, adk-python is Apache-2.0; Tags unique to pydantic-ai: agent-framework, genai, llm, pydantic; Use Pydantic AI when you are looking to build GenAI apps and agents in Python, especially if your team has expertise or a preference for Pydantic, as it is built directly by the Pydantic development团队.
- When should I avoid adk-python?
- If your project does not involve multi-agent interactions or complex orchestration of multiple agents, other frameworks might offer more streamlined solutions. You prefer using out-of-the-box solutions with less coding complexity. adk-python's code-first approach is best suited for developers looking to deeply customize agent behavior and interactions.
- When should I avoid pydantic-ai?
- Pydantic，Pydantic AI，Pydantic。 ，，Pydantic AI。
- Is adk-python or pydantic-ai more popular on GitHub?
- adk-python has more GitHub stars (21,180 vs 18,936). Stars measure visibility, not whether either tool fits your constraints.
- Are adk-python and pydantic-ai open source?
- Yes - both are open-source projects on GitHub (adk-python: Apache-2.0, pydantic-ai: MIT).
- Where can I find alternatives to adk-python or pydantic-ai?
- GraphCanon lists graph-backed alternatives at adk-python alternatives and pydantic-ai alternatives (adk-python markdown twin, pydantic-ai 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, adk-python or pydantic-ai?
- adk-python: Very active. pydantic-ai: Very 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 adk-python and pydantic-ai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: adk-python trust report; pydantic-ai trust report.