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Comparison

code-eval vs cceval

Verdict

Pick code-eval if code-eval assesses large language models with the human-eval benchmark to provide insights into code generation reliability; pick cceval if cceval is designed for assessing cross-file code completion capabilities in multilingual environments across different setups and retrieval methods.

Markdown twin · code-eval alternatives · cceval alternatives

GraphCanon updated Oct 8, 2026

code-eval logo

code-eval

abacaj/code-eval

★ 432pushed Sep 12, 2023
vs
cceval logo

cceval

amazon-science/cceval

★ 184pushed Aug 15, 2025

Trust & integrity

Signalcode-evalcceval
Maintenance
Dormant (1120d since push)
As of Oct 6, 2026 · github_public_v1
Dormant (418d since push)
As of Oct 8, 2026 · github_public_v1
Provenance
Not a fork · Personal account
As of Oct 6, 2026 · github_public_v1
Not a fork · Organization account
As of Oct 8, 2026 · github_public_v1
OSV dependency advisories
Published findings
As of Jul 11, 2026 · osv@v1
Published findings
As of Jul 11, 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
code-eval trust reportcceval trust reportTrust methodology

Tagline

code-eval
Run evaluation on LLMs using human-eval benchmark.
cceval
CrossCodeEval Benchmark for Cross-File Code Completion

Stars

code-eval
432
cceval
184

Forks

code-eval
36
cceval
29

Open issues

code-eval
5
cceval
5

Language

code-eval
Python
cceval
Python

Adopt for

code-eval
code-eval assesses large language models with the human-eval benchmark to provide insights into code generation reliability.
cceval
cceval is designed for assessing cross-file code completion capabilities in multilingual environments across different setups and retrieval methods.

Persona

code-eval
-
cceval
-

Runtime

code-eval
-
cceval
-

License

code-eval
MIT
cceval
Apache-2.0

Last pushed

code-eval
Sep 12, 2023
cceval
Aug 15, 2025

Categories

code-eval
Evaluation & Observability
cceval
Evaluation & Observability

Trust and health

Days since push

code-eval
1120d
cceval
418d

Stars delta

code-eval
+1 (30d)
cceval
+2 (30d)

Owner type

code-eval
User
cceval
Organization

Full report

code-eval
Trust report
cceval
Trust report

Shared compatibility

  • Python · code-eval: Python runtime · cceval: Python runtime

Choose code-eval if…

  • License: code-eval is MIT, cceval is Apache-2.0.
  • Tags unique to code-eval: humaneval, wizardcoder.
  • When you need clear comparisons of pass rates for different LLMs using standardized tests

When NOT to use code-eval

  • If the tool's results do not correlate well with the official published benchmarks due to unknown prompt differences
  • For real-time or dynamic evaluations as this repo offers pre-computed static results only
GitHubDetails

Choose cceval if…

  • License: cceval is Apache-2.0, code-eval 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
GitHubDetails

Explore

code-eval trust report →cceval trust report →Evaluation & Observability category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: code-eval 432 · cceval 184 (synced Oct 6, 2026).

Common questions

What is the difference between code-eval and cceval?
code-eval: Run evaluation on LLMs using human-eval benchmark.. cceval: CrossCodeEval Benchmark for Cross-File Code Completion. See the comparison table for live GitHub stats and shared categories.
When should I choose code-eval over cceval?
Choose code-eval over cceval when License: code-eval is MIT, cceval is Apache-2.0; Tags unique to code-eval: humaneval, wizardcoder; When you need clear comparisons of pass rates for different LLMs using standardized tests.
When should I choose cceval over code-eval?
Choose cceval over code-eval when License: cceval is Apache-2.0, code-eval 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 avoid code-eval?
If the tool's results do not correlate well with the official published benchmarks due to unknown prompt differences For real-time or dynamic evaluations as this repo offers pre-computed static results only
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
Is code-eval or cceval more popular on GitHub?
code-eval has more GitHub stars (432 vs 184). Stars measure visibility, not whether either tool fits your constraints.
Are code-eval and cceval open source?
Yes - both are open-source projects on GitHub (code-eval: MIT, cceval: Apache-2.0).
Where can I find alternatives to code-eval or cceval?
GraphCanon lists graph-backed alternatives at code-eval alternatives and cceval alternatives (code-eval markdown twin, cceval 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, code-eval or cceval?
code-eval: Dormant. cceval: 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 code-eval and cceval?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: code-eval trust report; cceval trust report.

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