Comparison
cceval vs LiveCodeBench
Verdict
Pick cceval if cceval is designed for assessing cross-file code completion capabilities in multilingual environments across different setups and retrieval methods; pick LiveCodeBench if liveCodeBench offers an in-depth approach to evaluating large language models specifically for code tasks such as generation and repair.
Markdown twin · cceval alternatives · LiveCodeBench alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | cceval | LiveCodeBench |
|---|---|---|
| Maintenance | Slowing (354d since push) As of 2w · github_public_v1 | Dormant (385d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- cceval
- CrossCodeEval Benchmark for Cross-File Code Completion
- LiveCodeBench
- Holistic and contamination-free evaluation of large language models for code
Stars
- cceval
- 182
- LiveCodeBench
- 925
Forks
- cceval
- 28
- LiveCodeBench
- 195
Open issues
- cceval
- 5
- LiveCodeBench
- 38
Language
- cceval
- Python
- LiveCodeBench
- Python
Adopt for
- cceval
- cceval is designed for assessing cross-file code completion capabilities in multilingual environments across different setups and retrieval methods.
- LiveCodeBench
- LiveCodeBench offers an in-depth approach to evaluating large language models specifically for code tasks such as generation and repair.
Persona
- cceval
- -
- LiveCodeBench
- -
Runtime
- cceval
- -
- LiveCodeBench
- -
License
- cceval
- Apache-2.0
- LiveCodeBench
- MIT
Last pushed
- cceval
- Aug 15, 2025
- LiveCodeBench
- Jul 16, 2025
Categories
- cceval
- Evaluation & Observability
- LiveCodeBench
- Evaluation & Observability
Trust and health
Maintenance
- cceval
- Slowing (36%)
- LiveCodeBench
- Dormant (18%)
Days since push
- cceval
- 354d
- LiveCodeBench
- 385d
Open issues (now)
- cceval
- 5
- LiveCodeBench
- 38
OSV dependency advisories
- cceval
- Published findings
- LiveCodeBench
- No lockfile (source not queried)
Full report
- cceval
- Trust report
- LiveCodeBench
- Trust report
Shared compatibility
- Python · cceval: Python runtime · LiveCodeBench: Python runtime
Choose cceval if…
- License: cceval is Apache-2.0, LiveCodeBench is MIT.
- Tags unique to cceval: benchmark, code-completion, cross-file, evaluation-tool.
- You need to evaluate the performance of cross-file code completion systems that can handle multiple programming languages simultaneously
When NOT to use cceval
- Your evaluation needs are focused solely on single-file or intralingual code completion benchmarks
- You require real-time data access or live updates; cceval provides pre-packaged datasets that need to be manually obtained and uncompressed
Choose LiveCodeBench if…
- License: LiveCodeBench is MIT, cceval is Apache-2.0.
- Tags unique to LiveCodeBench: code generation, code-execution, code-repair, gpt-4.
- When you need a holistic method to assess the effectiveness of LLMs in code tasks without risking contamination by earlier outputs or data leakage.
When NOT to use LiveCodeBench
- For broad, non-code-specific model assessments where a more generalized evaluation tool would suffice.
- If your project is not compatible with Python 3.11 or if you do not want to use the uv dependency manager recommended by LiveCodeBench.
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 Aug 5, 2026
- GitHub forks (amazon-science/cceval) · observed Aug 5, 2026
- Last push (amazon-science/cceval) · observed Aug 15, 2025
- License file (Apache-2.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (LiveCodeBench/LiveCodeBench) · observed Aug 5, 2026
- GitHub forks (LiveCodeBench/LiveCodeBench) · observed Aug 5, 2026
- Last push (LiveCodeBench/LiveCodeBench) · observed Jul 16, 2025
- License file (MIT) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: cceval 182 · LiveCodeBench 925 (synced Aug 5, 2026).
Common questions
- What is the difference between cceval and LiveCodeBench?
- cceval: CrossCodeEval Benchmark for Cross-File Code Completion. LiveCodeBench: Holistic and contamination-free evaluation of large language models for code. See the comparison table for live GitHub stats and shared categories.
- When should I choose cceval over LiveCodeBench?
- Choose cceval over LiveCodeBench when License: cceval is Apache-2.0, LiveCodeBench is MIT; Tags unique to cceval: benchmark, code-completion, cross-file, evaluation-tool; You need to evaluate the performance of cross-file code completion systems that can handle multiple programming languages simultaneously.
- When should I choose LiveCodeBench over cceval?
- Choose LiveCodeBench over cceval when License: LiveCodeBench is MIT, cceval is Apache-2.0; Tags unique to LiveCodeBench: code generation, code-execution, code-repair, gpt-4; When you need a holistic method to assess the effectiveness of LLMs in code tasks without risking contamination by earlier outputs or data leakage.
- When should I avoid cceval?
- Your evaluation needs are focused solely on single-file or intralingual code completion benchmarks You require real-time data access or live updates; cceval provides pre-packaged datasets that need to be manually obtained and uncompressed
- When should I avoid LiveCodeBench?
- For broad, non-code-specific model assessments where a more generalized evaluation tool would suffice. If your project is not compatible with Python 3.11 or if you do not want to use the uv dependency manager recommended by LiveCodeBench.
- Is cceval or LiveCodeBench more popular on GitHub?
- LiveCodeBench has more GitHub stars (925 vs 182). Stars measure visibility, not whether either tool fits your constraints.
- Are cceval and LiveCodeBench open source?
- Yes - both are open-source projects on GitHub (cceval: Apache-2.0, LiveCodeBench: MIT).
- Where can I find alternatives to cceval or LiveCodeBench?
- GraphCanon lists graph-backed alternatives at cceval alternatives and LiveCodeBench alternatives (cceval markdown twin, LiveCodeBench 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 LiveCodeBench?
- cceval: Slowing. LiveCodeBench: Dormant. 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 LiveCodeBench?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cceval trust report; LiveCodeBench trust report.