Comparison
cceval vs awesome-llm-apps
Verdict
Pick cceval when also covers Evaluation & Observability; pick awesome-llm-apps when pricing: Free with open-source licensing, but commercial exploitation is allowed..
Markdown twin · cceval alternatives · awesome-llm-apps alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | cceval | awesome-llm-apps |
|---|---|---|
| Maintenance | Slowing (330d 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 · Personal account As of today · github_public_v1 |
| Security (OSV) | 5 critical, 7 high, 8 medium, 21 low (5 critical, 7 high, 8 medium, 21 low) As of today · osv@v1 | No lockfile As of today · none |
Tagline
- cceval
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)
- awesome-llm-apps
- 100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
Stars
- cceval
- 181
- awesome-llm-apps
- 118k
Forks
- cceval
- 25
- awesome-llm-apps
- 17k
Open issues
- cceval
- 5
- awesome-llm-apps
- 6
Language
- cceval
- Python
- awesome-llm-apps
- Python
Adopt for
- cceval
- -
- awesome-llm-apps
- awesome-llm-apps is a collection of over 100 AI Agent and Retrieval Augmented Generation (RAG) applications that enable users to quickly implement, customize, and deploy practical use cases in Python.
Persona
- cceval
- -
- awesome-llm-apps
- -
Runtime
- cceval
- -
- awesome-llm-apps
- -
License
- cceval
- Apache-2.0
- awesome-llm-apps
- The Apache-2.0 license allows users to freely use, modify, and distribute the projects found in awesome-llm-apps under specific conditions outlined by the license.
Last pushed
- cceval
- Aug 15, 2025
- awesome-llm-apps
- Jul 11, 2026
Categories
- cceval
- Data & Retrieval, Evaluation & Observability
- awesome-llm-apps
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- cceval
- Slowing (36%)
- awesome-llm-apps
- Very active (96%)
Days since push
- cceval
- 330d
- awesome-llm-apps
- 0d
Open issues (now)
- cceval
- 5
- awesome-llm-apps
- 6
Owner type
- cceval
- Organization
- awesome-llm-apps
- User
Security scan
- cceval
- 5 critical, 7 high, 8 medium, 21 low (5 critical, 7 high, 8 medium, 21 low)
- awesome-llm-apps
- No lockfile
Full report
- cceval
- Trust report
- awesome-llm-apps
- Trust report
Shared compatibility
- Python · cceval: Python runtime · awesome-llm-apps: Python runtime
Choose cceval if…
- Also covers Evaluation & Observability.
- Leaner open-issue backlog (5).
When NOT to use cceval
- Last GitHub push was 330 days ago (slowing maintenance, Aug 15, 2025). Validate activity before betting a new project on cceval.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose awesome-llm-apps if…
- Pricing: Free with open-source licensing, but commercial exploitation is allowed..
- Tags unique to awesome-llm-apps: llms, deployable, applications, agents.
- Also covers AI Agents.
- When you need quick implementations of various real-world use cases for AI Agents and RAG.
When NOT to use awesome-llm-apps
- If your project requires highly specialized customization beyond what the provided apps can offer out-of-the-box, as deep integration might be required from scratch.
- When you are looking for a fully managed service or support directly from developers; this repository is more about self-service and community interaction.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (amazon-science/cceval) · observed Jul 11, 2026
- GitHub forks (amazon-science/cceval) · observed Jul 11, 2026
- Last push (amazon-science/cceval) · observed Aug 15, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Shubhamsaboo/awesome-llm-apps) · observed Jul 11, 2026
- GitHub forks (Shubhamsaboo/awesome-llm-apps) · observed Jul 11, 2026
- Last push (Shubhamsaboo/awesome-llm-apps) · observed Jul 11, 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: cceval 181 · awesome-llm-apps 118k (synced Jul 11, 2026).
Common questions
- What is the difference between cceval and awesome-llm-apps?
- cceval: CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023). awesome-llm-apps: 100+ AI Agent & RAG apps you can actually run — clone, customize, ship.. See the comparison table for live GitHub stats and shared categories.
- When should I choose cceval over awesome-llm-apps?
- Choose cceval over awesome-llm-apps when Also covers Evaluation & Observability; Leaner open-issue backlog (5).
- When should I choose awesome-llm-apps over cceval?
- Choose awesome-llm-apps over cceval when Pricing: Free with open-source licensing, but commercial exploitation is allowed.; Tags unique to awesome-llm-apps: llms, deployable, applications, agents; Also covers AI Agents; When you need quick implementations of various real-world use cases for AI Agents and RAG.
- When should I avoid cceval?
- Last GitHub push was 330 days ago (slowing maintenance, Aug 15, 2025). Validate activity before betting a new project on cceval. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid awesome-llm-apps?
- If your project requires highly specialized customization beyond what the provided apps can offer out-of-the-box, as deep integration might be required from scratch. When you are looking for a fully managed service or support directly from developers; this repository is more about self-service and community interaction.
- Is cceval or awesome-llm-apps more popular on GitHub?
- awesome-llm-apps has more GitHub stars (117,774 vs 181). Stars measure visibility, not whether either tool fits your constraints.
- Are cceval and awesome-llm-apps open source?
- Yes - both are open-source projects on GitHub (cceval: Apache-2.0, awesome-llm-apps: Apache-2.0).
- Where can I find alternatives to cceval or awesome-llm-apps?
- GraphCanon lists graph-backed alternatives at cceval alternatives and awesome-llm-apps alternatives (cceval markdown twin, awesome-llm-apps 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, cceval or awesome-llm-apps?
- cceval: Slowing. awesome-llm-apps: 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 cceval and awesome-llm-apps?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cceval trust report; awesome-llm-apps trust report.