Comparison
casdoor vs evals
Verdict
Pick casdoor if casdoor is an open-source solution for identity and access management (IAM), with robust agent-first capabilities that integrate with various authentication protocols including OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuth; pick evals if evals is an evaluation framework from OpenAI for assessing large language models and systems built with them. It includes an open-source registry of benchmarks and.
Markdown twin · casdoor alternatives · evals alternatives
GraphCanon updated today
Trust & integrity
| Signal | casdoor | evals |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Steady (87d 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 MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- casdoor
- An open-source Agent-first Identity and Access Management (IAM) / LLM MCP & agent gateway and auth server
- evals
- Framework for evaluating LLMs and LLM systems with an open-source registry of benchmarks.
Stars
- casdoor
- 14k
- evals
- 19k
Forks
- casdoor
- 1.7k
- evals
- 3.0k
Open issues
- casdoor
- 100
- evals
- 217
Language
- casdoor
- Go
- evals
- Python
Adopt for
- casdoor
- Casdoor is an open-source solution for identity and access management (IAM), with robust agent-first capabilities that integrate with various authentication protocols including OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuth
- evals
- Evals is an evaluation framework from OpenAI for assessing large language models and systems built with them. It includes an open-source registry of benchmarks and tools to create custom evaluations.
Persona
- casdoor
- -
- evals
- -
Runtime
- casdoor
- -
- evals
- -
License
- casdoor
- Apache-2.0
- evals
- Other
Last pushed
- casdoor
- Jul 10, 2026
- evals
- Apr 14, 2026
Categories
- casdoor
- AI Agents, Evaluation & Observability
- evals
- Evaluation & Observability
Trust and health
Maintenance
- casdoor
- Very active (96%)
- evals
- Steady (60%)
Days since push
- casdoor
- 0d
- evals
- 87d
Open issues (now)
- casdoor
- 100
- evals
- 217
Security scan
- casdoor
- No MCP manifest
- evals
- No lockfile
Full report
- casdoor
- Trust report
- evals
- Trust report
Choose casdoor if…
- casdoor is primarily Go; evals is Python.
- License: casdoor is Apache-2.0, evals is Other.
- Tags unique to casdoor: iam, authentication, llm, auth.
- Also covers AI Agents.
- casdoor ships Docker support for self-hosted deployment.
- When you require a comprehensive IAM tool that supports multiple authentication methods such as OAuth, OIDC, SAML, CAS, LDAP, and more.
When NOT to use casdoor
- If your project requires proprietary technology exclusivity and cannot utilize open-source tools like Casdoor licensed under Apache-2.0.
- When the depth of integration with specific authentication methods (e.g., some advanced SAML configurations) is critical, and you find that other competitors offer more specialized or better-detailed/
- +customizable versions of support for those methods.
- If your environment strictly requires closed-source components for security reasons, thus Casdoor would not be a suitable choice due to its open nature.
Choose evals if…
- evals is primarily Python; casdoor is Go.
- License: evals is Other, casdoor is Apache-2.0.
- Tags unique to evals: llm systems, large-language-models, use case testing, open-source.
- * When you need a comprehensive set of pre-existing evals and the ability to create your own tailored tests using specific use cases, especially within the OpenAI model ecosystem.
When NOT to use evals
- * When evaluating models or systems that do not benefit from being integrated with the OpenAI API, as some features like direct evals configuration in the OpenAI Dashboard require an OpenAI key.
- * If you are looking for an evaluation framework that doesn’t involve external dependencies such as Git Large File Storage (LFS) and specific Python version requirements (Python 3.9 minimum), or if a繁
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (casdoor/casdoor) · observed Jul 11, 2026
- GitHub forks (casdoor/casdoor) · observed Jul 11, 2026
- Last push (casdoor/casdoor) · 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 (openai/evals) · observed Jul 11, 2026
- GitHub forks (openai/evals) · observed Jul 11, 2026
- Last push (openai/evals) · observed Apr 14, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: casdoor 14k · evals 19k (synced Jul 11, 2026).
Common questions
- What is the difference between casdoor and evals?
- casdoor: An open-source Agent-first Identity and Access Management (IAM) / LLM MCP & agent gateway and auth server. evals: Framework for evaluating LLMs and LLM systems with an open-source registry of benchmarks.. See the comparison table for live GitHub stats and shared categories.
- When should I choose casdoor over evals?
- Choose casdoor over evals when casdoor is primarily Go; evals is Python; License: casdoor is Apache-2.0, evals is Other; Tags unique to casdoor: iam, authentication, llm, auth; Also covers AI Agents; casdoor ships Docker support for self-hosted deployment; When you require a comprehensive IAM tool that supports multiple authentication methods such as OAuth, OIDC, SAML, CAS, LDAP, and more.
- When should I choose evals over casdoor?
- Choose evals over casdoor when evals is primarily Python; casdoor is Go; License: evals is Other, casdoor is Apache-2.0; Tags unique to evals: llm systems, large-language-models, use case testing, open-source; * When you need a comprehensive set of pre-existing evals and the ability to create your own tailored tests using specific use cases, especially within the OpenAI model ecosystem.
- When should I avoid casdoor?
- If your project requires proprietary technology exclusivity and cannot utilize open-source tools like Casdoor licensed under Apache-2.0. When the depth of integration with specific authentication methods (e.g., some advanced SAML configurations) is critical, and you find that other competitors offer more specialized or better-detailed/ +customizable versions of support for those methods. If your environment strictly requires closed-source components for security reasons, thus Casdoor would not be a suitable choice due to its open nature.
- When should I avoid evals?
- * When evaluating models or systems that do not benefit from being integrated with the OpenAI API, as some features like direct evals configuration in the OpenAI Dashboard require an OpenAI key. * If you are looking for an evaluation framework that doesn’t involve external dependencies such as Git Large File Storage (LFS) and specific Python version requirements (Python 3.9 minimum), or if a繁
- Is casdoor or evals more popular on GitHub?
- evals has more GitHub stars (18,890 vs 13,923). Stars measure visibility, not whether either tool fits your constraints.
- Are casdoor and evals open source?
- Yes - both are open-source projects on GitHub (casdoor: Apache-2.0, evals: Other).
- Where can I find alternatives to casdoor or evals?
- GraphCanon lists graph-backed alternatives at casdoor alternatives and evals alternatives (casdoor markdown twin, evals 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, casdoor or evals?
- casdoor: Very active. evals: Steady. 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 casdoor and evals?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: casdoor trust report; evals trust report.