Comparison
vigil-llm vs giskard-oss
Verdict
Pick vigil-llm if vigil-llm is designed for users who need robust security measures to protect against prompt injections and jailbreak attempts in LLMs; pick giskard-oss if giskard is an open-source library that specializes in testing and evaluating agentic systems like LLM agents using Python modules for checks and scanning vulnerabilities.
Markdown twin · vigil-llm alternatives · giskard-oss alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | vigil-llm | giskard-oss |
|---|---|---|
| Maintenance | Dormant (932d since push) As of 2d · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2d · github_public_v1 | Not a fork · Organization account As of 3w · 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
- vigil-llm
- Detect prompt injections and other risky inputs in LLMs
- giskard-oss
- Open-Source Evaluation & Testing library for LLM Agents
Stars
- vigil-llm
- 496
- giskard-oss
- 5.7k
Forks
- vigil-llm
- 56
- giskard-oss
- 511
Open issues
- vigil-llm
- 16
- giskard-oss
- 92
Language
- vigil-llm
- Python
- giskard-oss
- Python
Adopt for
- vigil-llm
- Vigil-llm is designed for users who need robust security measures to protect against prompt injections and jailbreak attempts in LLMs.
- giskard-oss
- Giskard is an open-source library that specializes in testing and evaluating agentic systems like LLM agents using Python modules for checks and scanning vulnerabilities.
Persona
- vigil-llm
- -
- giskard-oss
- -
Runtime
- vigil-llm
- -
- giskard-oss
- -
License
- vigil-llm
- Apache-2.0
- giskard-oss
- Apache-2.0
Last pushed
- vigil-llm
- Jan 31, 2024
- giskard-oss
- Aug 1, 2026
Categories
- vigil-llm
- Evaluation & Observability
- giskard-oss
- Evaluation & Observability
Trust and health
Maintenance
- vigil-llm
- Dormant (18%)
- giskard-oss
- Very active (96%)
Days since push
- vigil-llm
- 932d
- giskard-oss
- 0d
Open issues (now)
- vigil-llm
- 16
- giskard-oss
- 92
Stars delta
- vigil-llm
- +5 (30d)
- giskard-oss
- Unknown
Open issues delta
- vigil-llm
- 0 (30d)
- giskard-oss
- Unknown
Owner type
- vigil-llm
- User
- giskard-oss
- Organization
Full report
- vigil-llm
- Trust report
- giskard-oss
- Trust report
Typed relationship
vigil-llm alternative giskard-oss`Vigil` focuses on protecting against adversarial attacks, while `Giskard OSS` evaluates and red-teams agentic systems. Both tools aim at improving the security/robustness of AI models but in slightly different ways.
Shared compatibility
- Python · vigil-llm: Python runtime · giskard-oss: Python runtime
Choose vigil-llm if…
- `Vigil` focuses on protecting against adversarial attacks, while `Giskard OSS` evaluates and red-teams agentic systems. Both tools aim at improving the security/robustness of AI models but in slightly different ways.
- Tags unique to vigil-llm: adversarial-attacks, large language models, llm security, prompt-injection.
- vigil-llm ships Docker support for self-hosted deployment.
- When deploying large language models that require high levels of input security, vigil-llm can be employed to detect maliciously crafted inputs intended to manipulate model behavior.
When NOT to use vigil-llm
- If your application does not require high security against malicious inputs or if the risks of prompt injection are minimal due to controlled input sources, vigil-llm might be unnecessary.
- For projects that focus on optimizing output speed rather than input robustness, other tools might be more appropriate as vigil-llm could add significant processing overhead.
Choose giskard-oss if…
- Requirements: Requires Python 3.12+.
- `Vigil` focuses on protecting against adversarial attacks, while `Giskard OSS` evaluates and red-teams agentic systems. Both tools aim at improving the security/robustness of AI models but in slightly different ways.
- Tags unique to giskard-oss: agent-evaluation, ai-red-team, ai-security, ai-testing.
- Use Giskard when you need a tool specialized in assessing the vulnerabilities of language model agents through red teaming and prompt injection scenarios.
When NOT to use giskard-oss
- Avoid using Giskard if you do not require comprehensive testing features like red teaming or specific checks tailored for language model agents.
- Do not use this library if your project is in a programming language other than Python, as Giskard specifically caters to the Python ecosystem.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (deadbits/vigil-llm) · observed Aug 21, 2026
- GitHub forks (deadbits/vigil-llm) · observed Aug 21, 2026
- Last push (deadbits/vigil-llm) · observed Jan 31, 2024
- License file (Apache-2.0) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Giskard-AI/giskard-oss) · observed Aug 2, 2026
- GitHub forks (Giskard-AI/giskard-oss) · observed Aug 2, 2026
- Last push (Giskard-AI/giskard-oss) · observed Aug 1, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: vigil-llm 496 · giskard-oss 5.7k (synced Aug 21, 2026).
Common questions
- What is the difference between vigil-llm and giskard-oss?
- vigil-llm: Detect prompt injections and other risky inputs in LLMs. giskard-oss: Open-Source Evaluation & Testing library for LLM Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose vigil-llm over giskard-oss?
- Choose vigil-llm over giskard-oss when
Vigilfocuses on protecting against adversarial attacks, whileGiskard OSSevaluates and red-teams agentic systems. Both tools aim at improving the security/robustness of AI models but in slightly different ways; Tags unique to vigil-llm: adversarial-attacks, large language models, llm security, prompt-injection; vigil-llm ships Docker support for self-hosted deployment; When deploying large language models that require high levels of input security, vigil-llm can be employed to detect maliciously crafted inputs intended to manipulate model behavior. - When should I choose giskard-oss over vigil-llm?
- Choose giskard-oss over vigil-llm when Requirements: Requires Python 3.12+;
Vigilfocuses on protecting against adversarial attacks, whileGiskard OSSevaluates and red-teams agentic systems. Both tools aim at improving the security/robustness of AI models but in slightly different ways; Tags unique to giskard-oss: agent-evaluation, ai-red-team, ai-security, ai-testing; Use Giskard when you need a tool specialized in assessing the vulnerabilities of language model agents through red teaming and prompt injection scenarios. - When should I avoid vigil-llm?
- If your application does not require high security against malicious inputs or if the risks of prompt injection are minimal due to controlled input sources, vigil-llm might be unnecessary. For projects that focus on optimizing output speed rather than input robustness, other tools might be more appropriate as vigil-llm could add significant processing overhead.
- When should I avoid giskard-oss?
- Avoid using Giskard if you do not require comprehensive testing features like red teaming or specific checks tailored for language model agents. Do not use this library if your project is in a programming language other than Python, as Giskard specifically caters to the Python ecosystem.
- Is vigil-llm or giskard-oss more popular on GitHub?
- giskard-oss has more GitHub stars (5,727 vs 496). Stars measure visibility, not whether either tool fits your constraints.
- Are vigil-llm and giskard-oss open source?
- Yes - both are open-source projects on GitHub (vigil-llm: Apache-2.0, giskard-oss: Apache-2.0).
- Where can I find alternatives to vigil-llm or giskard-oss?
- GraphCanon lists graph-backed alternatives at vigil-llm alternatives and giskard-oss alternatives (vigil-llm markdown twin, giskard-oss 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, vigil-llm or giskard-oss?
- vigil-llm: Dormant. giskard-oss: 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 vigil-llm and giskard-oss?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: vigil-llm trust report; giskard-oss trust report.