Comparison
casdoor vs lighteval
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 lighteval if lighteval is designed for evaluating language models across multiple backends. It integrates well with Hugging Face and provides a wide range of extras, making it.
Markdown twin · casdoor alternatives · lighteval alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | casdoor | lighteval |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Active (11d 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
- lighteval
- All-in-one toolkit for evaluating LLMs across multiple backends
Stars
- casdoor
- 14k
- lighteval
- 2.5k
Forks
- casdoor
- 1.7k
- lighteval
- 506
Open issues
- casdoor
- 100
- lighteval
- 347
Language
- casdoor
- Go
- lighteval
- 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
- lighteval
- Lighteval is designed for evaluating language models across multiple backends. It integrates well with Hugging Face and provides a wide range of extras, making it particularly handy in non-Windows environments.
Persona
- casdoor
- -
- lighteval
- -
Runtime
- casdoor
- -
- lighteval
- -
License
- casdoor
- Apache-2.0
- lighteval
- MIT
Last pushed
- casdoor
- Jul 10, 2026
- lighteval
- Jun 29, 2026
Categories
- casdoor
- AI Agents, Evaluation & Observability
- lighteval
- Evaluation & Observability
Trust and health
Maintenance
- casdoor
- Very active (96%)
- lighteval
- Active (82%)
Days since push
- casdoor
- 0d
- lighteval
- 11d
Open issues (now)
- casdoor
- 100
- lighteval
- 347
Security scan
- casdoor
- No MCP manifest
- lighteval
- No lockfile
Full report
- casdoor
- Trust report
- lighteval
- Trust report
Choose casdoor if…
- casdoor is primarily Go; lighteval is Python.
- License: casdoor is Apache-2.0, lighteval is MIT.
- 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 lighteval if…
- lighteval is primarily Python; casdoor is Go.
- License: lighteval is MIT, casdoor is Apache-2.0.
- Tags unique to lighteval: evaluation, python, huggingface, evaluation-metrics.
- When you need to evaluate the performance of various LLMs on different backend infrastructures, especially if you are working within Mac/Linux environments.
When NOT to use lighteval
- Avoid Lighteval for evaluations on Windows systems as it is currently untested and not supported there.
- Should you require a solution that does not integrate with or depend on the Hugging Face ecosystem, Lighteval might not fulfill your needs.
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 (huggingface/lighteval) · observed Jul 11, 2026
- GitHub forks (huggingface/lighteval) · observed Jul 11, 2026
- Last push (huggingface/lighteval) · observed Jun 29, 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 on cards: casdoor 14k · lighteval 2.5k (synced Jul 11, 2026).
Common questions
- What is the difference between casdoor and lighteval?
- casdoor: An open-source Agent-first Identity and Access Management (IAM) / LLM MCP & agent gateway and auth server. lighteval: All-in-one toolkit for evaluating LLMs across multiple backends. See the comparison table for live GitHub stats and shared categories.
- When should I choose casdoor over lighteval?
- Choose casdoor over lighteval when casdoor is primarily Go; lighteval is Python; License: casdoor is Apache-2.0, lighteval is MIT; 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 lighteval over casdoor?
- Choose lighteval over casdoor when lighteval is primarily Python; casdoor is Go; License: lighteval is MIT, casdoor is Apache-2.0; Tags unique to lighteval: evaluation, python, huggingface, evaluation-metrics; When you need to evaluate the performance of various LLMs on different backend infrastructures, especially if you are working within Mac/Linux environments.
- 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 lighteval?
- Avoid Lighteval for evaluations on Windows systems as it is currently untested and not supported there. Should you require a solution that does not integrate with or depend on the Hugging Face ecosystem, Lighteval might not fulfill your needs.
- Is casdoor or lighteval more popular on GitHub?
- casdoor has more GitHub stars (13,923 vs 2,472). Stars measure visibility, not whether either tool fits your constraints.
- Are casdoor and lighteval open source?
- Yes - both are open-source projects on GitHub (casdoor: Apache-2.0, lighteval: MIT).
- Where can I find alternatives to casdoor or lighteval?
- GraphCanon lists graph-backed alternatives at casdoor alternatives and lighteval alternatives (casdoor markdown twin, lighteval 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 lighteval?
- casdoor: Very active. lighteval: 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 casdoor and lighteval?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: casdoor trust report; lighteval trust report.