Comparison
agenta vs paddler
Verdict
Pick agenta if agenta is an open-source, self-hosted platform for building, managing, and orchestrating AI agents and automations, supporting integration with existing AI models like Claude and ChatGPT; pick paddler if paddler offers a streamlined approach to serve LLMs/VLMs with minimal setup complexity, focusing on scaling through simplicity.
Markdown twin · agenta alternatives · paddler alternatives
GraphCanon updated Sep 30, 2026
19views this month
Trust & integrity
| Signal | agenta | paddler |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (2d since push) As of Sep 20, 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 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No published findings from this source as of 2026-07-11 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
- agenta
- A workspace for building and orchestrating AI agents and automations.
- paddler
- Open-source LLM/VLM load balancer and serving platform for self-hosting at scale
Stars
- agenta
- 4.8k
- paddler
- 1.7k
Forks
- agenta
- 673
- paddler
- 98
Open issues
- agenta
- 349
- paddler
- 30
Language
- agenta
- TypeScript
- paddler
- Rust
Adopt for
- agenta
- Agenta is an open-source, self-hosted platform for building, managing, and orchestrating AI agents and automations, supporting integration with existing AI models like Claude and ChatGPT.
- paddler
- Paddler offers a streamlined approach to serve LLMs/VLMs with minimal setup complexity, focusing on scaling through simplicity.
Persona
- agenta
- -
- paddler
- -
Runtime
- agenta
- -
- paddler
- -
License
- agenta
- Other
- paddler
- Apache-2.0
Last pushed
- agenta
- Sep 18, 2026
- paddler
- Sep 17, 2026
Categories
- agenta
- AI Agents, Evaluation & Observability
- paddler
- Inference & Serving
Trust and health
Days since push
- agenta
- 0d
- paddler
- 2d
Open issues (now)
- agenta
- 349
- paddler
- 30
Stars delta
- agenta
- +319 (30d)
- paddler
- +11 (30d)
Open issues delta
- agenta
- +79 (30d)
- paddler
- +1 (30d)
OSV dependency advisories
- agenta
- No lockfile (source not queried)
- paddler
- No published findings from this source as of 2026-07-11
Full report
- agenta
- Trust report
- paddler
- Trust report
Typed relationship
agenta alternative paddlerBoth Paddler and Agenta offer platforms for deploying, managing, and scaling LLMs on self-hosted infrastructure. They provide similar functionalities with unique approaches to solving the same challenge.
Choose agenta if…
- agenta is primarily TypeScript; paddler is Rust.
- License: agenta is Other, paddler is Apache-2.0.
- Both Paddler and Agenta offer platforms for deploying, managing, and scaling LLMs on self-hosted infrastructure. They provide similar functionalities with unique approaches to solving the same challenge.
- Tags unique to agenta: agent-builder, agent-observability, agent-orchestration, ai-agent.
- Also covers AI Agents, Evaluation & Observability.
- When you need to integrate and manage AI agents and automations with existing models like Claude and ChatGPT.
When NOT to use agenta
- If you are looking for a cloud-based service without the need for self-hosting.
- If you do not require integration with specific AI models like Claude or ChatGPT.
- If you need a platform that offers more than just agent building and orchestration, such as broader AI development features.
Choose paddler if…
- paddler is primarily Rust; agenta is TypeScript.
- License: paddler is Apache-2.0, agenta is Other.
- Both Paddler and Agenta offer platforms for deploying, managing, and scaling LLMs on self-hosted infrastructure. They provide similar functionalities with unique approaches to solving the same challenge.
- Tags unique to paddler: ai, cpu, gpu, llamacpp.
- Also covers Inference & Serving.
- paddler ships Docker support for self-hosted deployment.
- Need a platform that simplifies deployments around the ggml ecosystem for self-hosting at scale
When NOT to use paddler
- Require extensive customization options in model serving infrastructure that Paddler's minimalistic design does not support
- Seek complex feature sets beyond simple scale-out capabilities, which might be found in more comprehensive platforms
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Agenta-AI/agenta) · observed Sep 20, 2026
- GitHub forks (Agenta-AI/agenta) · observed Sep 20, 2026
- Last push (Agenta-AI/agenta) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (intentee/paddler) · observed Sep 20, 2026
- GitHub forks (intentee/paddler) · observed Sep 20, 2026
- Last push (intentee/paddler) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agenta 4.8k · paddler 1.7k (synced Sep 20, 2026).
Common questions
- What is the difference between agenta and paddler?
- agenta: A workspace for building and orchestrating AI agents and automations.. paddler: Open-source LLM/VLM load balancer and serving platform for self-hosting at scale. See the comparison table for live GitHub stats and shared categories.
- When should I choose agenta over paddler?
- Choose agenta over paddler when agenta is primarily TypeScript; paddler is Rust; License: agenta is Other, paddler is Apache-2.0; Both Paddler and Agenta offer platforms for deploying, managing, and scaling LLMs on self-hosted infrastructure. They provide similar functionalities with unique approaches to solving the same challenge; Tags unique to agenta: agent-builder, agent-observability, agent-orchestration, ai-agent; Also covers AI Agents, Evaluation & Observability; When you need to integrate and manage AI agents and automations with existing models like Claude and ChatGPT.
- When should I choose paddler over agenta?
- Choose paddler over agenta when paddler is primarily Rust; agenta is TypeScript; License: paddler is Apache-2.0, agenta is Other; Both Paddler and Agenta offer platforms for deploying, managing, and scaling LLMs on self-hosted infrastructure. They provide similar functionalities with unique approaches to solving the same challenge; Tags unique to paddler: ai, cpu, gpu, llamacpp; Also covers Inference & Serving; paddler ships Docker support for self-hosted deployment; Need a platform that simplifies deployments around the ggml ecosystem for self-hosting at scale.
- When should I avoid agenta?
- If you are looking for a cloud-based service without the need for self-hosting. If you do not require integration with specific AI models like Claude or ChatGPT. If you need a platform that offers more than just agent building and orchestration, such as broader AI development features.
- When should I avoid paddler?
- Require extensive customization options in model serving infrastructure that Paddler's minimalistic design does not support Seek complex feature sets beyond simple scale-out capabilities, which might be found in more comprehensive platforms
- Is agenta or paddler more popular on GitHub?
- agenta has more GitHub stars (4,764 vs 1,674). Stars measure visibility, not whether either tool fits your constraints.
- Are agenta and paddler open source?
- Yes - both are open-source projects on GitHub (agenta: Other, paddler: Apache-2.0).
- Where can I find alternatives to agenta or paddler?
- GraphCanon lists graph-backed alternatives at agenta alternatives and paddler alternatives (agenta markdown twin, paddler 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, agenta or paddler?
- agenta: Very active. paddler: 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 agenta and paddler?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agenta trust report; paddler trust report.