Comparison
agentdojo vs agent-starter-pack
Verdict
Pick agentdojo if agentDojo serves as a benchmarking environment to evaluate security attacks, like prompt injection, and defenses for Large Language Model (LLM) agents; pick agent-starter-pack if agent-starter-pack is a specialized toolset for deploying AI agents on the Google Cloud Platform with built-in CI/CD, evaluation tools, and observability features.
Markdown twin · agentdojo alternatives · agent-starter-pack alternatives
GraphCanon updated today
Trust & integrity
| Signal | agentdojo | agent-starter-pack |
|---|---|---|
| Maintenance | Steady (39d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- agentdojo
- A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents
- agent-starter-pack
- Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.
Stars
- agentdojo
- 659
- agent-starter-pack
- 6.5k
Forks
- agentdojo
- 168
- agent-starter-pack
- 1.5k
Open issues
- agentdojo
- 33
- agent-starter-pack
- 48
Language
- agentdojo
- Python
- agent-starter-pack
- Python
Adopt for
- agentdojo
- AgentDojo serves as a benchmarking environment to evaluate security attacks, like prompt injection, and defenses for Large Language Model (LLM) agents.
- agent-starter-pack
- agent-starter-pack is a specialized toolset for deploying AI agents on the Google Cloud Platform with built-in CI/CD, evaluation tools, and observability features.
Persona
- agentdojo
- -
- agent-starter-pack
- -
Runtime
- agentdojo
- -
- agent-starter-pack
- -
License
- agentdojo
- MIT
- agent-starter-pack
- Apache-2.0
Last pushed
- agentdojo
- Jun 2, 2026
- agent-starter-pack
- Jul 10, 2026
Categories
- agentdojo
- AI Agents, Evaluation & Observability
- agent-starter-pack
- AI Agents, Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- agentdojo
- Steady (60%)
- agent-starter-pack
- Very active (96%)
Days since push
- agentdojo
- 39d
- agent-starter-pack
- 0d
Open issues (now)
- agentdojo
- 33
- agent-starter-pack
- 48
Full report
- agentdojo
- Trust report
- agent-starter-pack
- Trust report
Shared compatibility
- Python · agentdojo: Python runtime · agent-starter-pack: Python runtime
Choose agentdojo if…
- License: agentdojo is MIT, agent-starter-pack is Apache-2.0.
- Pricing: Open-source under the MIT License. Some advanced features might require additional libraries or APIs..
- Requirements: Min 8 GB RAM.
- Tags unique to agentdojo: benchmark, large-language-models, prompt-injection, security.
- Also covers Evaluation & Observability.
- AgentDojo serves as a benchmarking environment to evaluate security attacks, like prompt injection, and defenses for Large Language Model (LLM) agents.
When NOT to use agentdojo
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose agent-starter-pack if…
- License: agent-starter-pack is Apache-2.0, agentdojo is MIT.
- Requirements: Requires additional software installation: Google Cloud SDK, Terraform for deployment, Make for development tasks..
- Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents.
- Also covers Inference & Serving, LLM Frameworks.
- When you require production-ready templates specifically adapted for deployment to Google Cloud.
When NOT to use agent-starter-pack
- If you are using another cloud provider (e.g., AWS, Azure) and do not plan on moving your operations to Google Cloud.
- When your team lacks familiarity with Python 3.10+ or does not wish to install and manage dependencies such as the Google Cloud SDK locally.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ethz-spylab/agentdojo) · observed Jul 11, 2026
- GitHub forks (ethz-spylab/agentdojo) · observed Jul 11, 2026
- Last push (ethz-spylab/agentdojo) · observed Jun 2, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (GoogleCloudPlatform/agent-starter-pack) · observed Jul 11, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Jul 11, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentdojo 659 · agent-starter-pack 6.5k (synced Jul 11, 2026).
Common questions
- What is the difference between agentdojo and agent-starter-pack?
- agentdojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents. agent-starter-pack: Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentdojo over agent-starter-pack?
- Choose agentdojo over agent-starter-pack when License: agentdojo is MIT, agent-starter-pack is Apache-2.0; Pricing: Open-source under the MIT License. Some advanced features might require additional libraries or APIs.; Requirements: Min 8 GB RAM; Tags unique to agentdojo: benchmark, large-language-models, prompt-injection, security; Also covers Evaluation & Observability; AgentDojo serves as a benchmarking environment to evaluate security attacks, like prompt injection, and defenses for Large Language Model (LLM) agents.
- When should I choose agent-starter-pack over agentdojo?
- Choose agent-starter-pack over agentdojo when License: agent-starter-pack is Apache-2.0, agentdojo is MIT; Requirements: Requires additional software installation: Google Cloud SDK, Terraform for deployment, Make for development tasks.; Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents; Also covers Inference & Serving, LLM Frameworks; When you require production-ready templates specifically adapted for deployment to Google Cloud.
- When should I avoid agentdojo?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid agent-starter-pack?
- If you are using another cloud provider (e.g., AWS, Azure) and do not plan on moving your operations to Google Cloud. When your team lacks familiarity with Python 3.10+ or does not wish to install and manage dependencies such as the Google Cloud SDK locally.
- Is agentdojo or agent-starter-pack more popular on GitHub?
- agent-starter-pack has more GitHub stars (6,514 vs 659). Stars measure visibility, not whether either tool fits your constraints.
- Are agentdojo and agent-starter-pack open source?
- Yes - both are open-source projects on GitHub (agentdojo: MIT, agent-starter-pack: Apache-2.0).
- Where can I find alternatives to agentdojo or agent-starter-pack?
- GraphCanon lists graph-backed alternatives at agentdojo alternatives and agent-starter-pack alternatives (agentdojo markdown twin, agent-starter-pack 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, agentdojo or agent-starter-pack?
- agentdojo: Steady. agent-starter-pack: 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 agentdojo and agent-starter-pack?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentdojo trust report; agent-starter-pack trust report.