Comparison
athina-evals vs giskard-oss
Verdict
Pick athina-evals if athina-evals is a Python SDK developed for facilitating the evaluation of outputs from large language models through predefined metrics and frameworks; pick giskard-oss if giskard-oss is an open-source Python library for testing and evaluating agentic systems, including LLMs, black-box agents, and multi-step pipelines. It offers modules for checks, scans, and provider-agnostic LLM routing.
Markdown twin · athina-evals alternatives · giskard-oss alternatives
GraphCanon updated Sep 20, 2026
13views this month
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Trust & integrity
| Signal | athina-evals | giskard-oss |
|---|---|---|
| Maintenance | Dormant (470d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 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 Jul 11, 2026 · osv@v1 | No lockfile (source not queried) 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 |
Tagline
- athina-evals
- Python SDK for evaluating LLM generated responses
- giskard-oss
- Open-Source Evaluation & Testing library for LLM Agents
Stars
- athina-evals
- 301
- giskard-oss
- 5.8k
Forks
- athina-evals
- 22
- giskard-oss
- 537
Open issues
- athina-evals
- 4
- giskard-oss
- 65
Language
- athina-evals
- Python
- giskard-oss
- Python
Adopt for
- athina-evals
- athina-evals is a Python SDK developed for facilitating the evaluation of outputs from large language models through predefined metrics and frameworks.
- giskard-oss
- Giskard-oss is an open-source Python library for testing and evaluating agentic systems, including LLMs, black-box agents, and multi-step pipelines. It offers modules for checks, scans, and provider-agnostic LLM routing.
Persona
- athina-evals
- -
- giskard-oss
- -
Runtime
- athina-evals
- -
- giskard-oss
- -
License
- athina-evals
- -
- giskard-oss
- Apache-2.0
Last pushed
- athina-evals
- Jun 6, 2025
- giskard-oss
- Sep 18, 2026
Categories
- athina-evals
- Evaluation & Observability
- giskard-oss
- Evaluation & Observability
Trust and health
Maintenance
- athina-evals
- Dormant (18%)
- giskard-oss
- Very active (96%)
Days since push
- athina-evals
- 470d
- giskard-oss
- 0d
Open issues (now)
- athina-evals
- 4
- giskard-oss
- 65
Stars delta
- athina-evals
- 0 (30d)
- giskard-oss
- +97 (30d)
Open issues delta
- athina-evals
- +1 (30d)
- giskard-oss
- -27 (30d)
Full report
- athina-evals
- Trust report
- giskard-oss
- Trust report
Choose athina-evals if…
- Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-evaluation.
- When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics
- Leaner open-issue backlog (4).
When NOT to use athina-evals
- If open-source alternatives with transparent customization options are preferred over athina-evals' approach
- In scenarios where API access requirements limit the ability to perform evaluations offline or in private environments
Choose giskard-oss if…
- Tags unique to giskard-oss: agent-evaluation, ai-red-team, ai-security, ai-testing.
- When you need a comprehensive testing and evaluation library for agentic systems, including LLMs, black-box agents, and multi-step pipelines.
- More GitHub stars (5.8k vs 301) - visibility, not fit.
When NOT to use giskard-oss
- If you are working with Python versions below 3.12, as Giskard-oss requires Python 3.12+.
- When you prefer not to use tools that collect telemetry data, even if it is aggregated and does not include prompts or outputs.
- If you are looking for a tool that does not offer a modular architecture, as Giskard-oss is built with a modular set of focused packages.
- When you need a tool that does not support open-source licensing under Apache-2.0.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (athina-ai/athina-evals) · observed Sep 20, 2026
- GitHub forks (athina-ai/athina-evals) · observed Sep 20, 2026
- Last push (athina-ai/athina-evals) · observed Jun 6, 2025
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Giskard-AI/giskard-oss) · observed Sep 20, 2026
- GitHub forks (Giskard-AI/giskard-oss) · observed Sep 20, 2026
- Last push (Giskard-AI/giskard-oss) · observed Sep 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: athina-evals 301 · giskard-oss 5.8k (synced Sep 20, 2026).
Common questions
- What is the difference between athina-evals and giskard-oss?
- athina-evals: Python SDK for evaluating LLM generated responses. 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 athina-evals over giskard-oss?
- Choose athina-evals over giskard-oss when Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-evaluation; When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics; Leaner open-issue backlog (4).
- When should I choose giskard-oss over athina-evals?
- Choose giskard-oss over athina-evals when Tags unique to giskard-oss: agent-evaluation, ai-red-team, ai-security, ai-testing; When you need a comprehensive testing and evaluation library for agentic systems, including LLMs, black-box agents, and multi-step pipelines; More GitHub stars (5.8k vs 301) - visibility, not fit.
- When should I avoid athina-evals?
- If open-source alternatives with transparent customization options are preferred over athina-evals' approach In scenarios where API access requirements limit the ability to perform evaluations offline or in private environments
- When should I avoid giskard-oss?
- If you are working with Python versions below 3.12, as Giskard-oss requires Python 3.12+. When you prefer not to use tools that collect telemetry data, even if it is aggregated and does not include prompts or outputs. If you are looking for a tool that does not offer a modular architecture, as Giskard-oss is built with a modular set of focused packages. When you need a tool that does not support open-source licensing under Apache-2.0.
- Is athina-evals or giskard-oss more popular on GitHub?
- giskard-oss has more GitHub stars (5,824 vs 301). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and giskard-oss open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or giskard-oss?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and giskard-oss alternatives (athina-evals 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, athina-evals or giskard-oss?
- athina-evals: 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 athina-evals and giskard-oss?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; giskard-oss trust report.