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Comparison

code-eval vs leva

Verdict

Pick code-eval if code-eval assesses large language models with the human-eval benchmark to provide insights into code generation reliability; pick leva if leva is an LLM evaluation framework for Ruby on Rails apps, aiming to use production data directly in the evaluation process.

Markdown twin · code-eval alternatives · leva alternatives

GraphCanon updated 2w

code-eval logo

code-eval

abacaj/code-eval

★ 431pushed Sep 12, 2023
vs
leva logo

leva

kieranklaassen/leva

★ 142pushed Jun 3, 2026

Trust & integrity

Signalcode-evalleva
Maintenance
Dormant (1058d since push)
As of 2w · github_public_v1
Steady (55d since push)
As of 3w · github_public_v1
Provenance
Not a fork · Personal account
As of 2w · github_public_v1
Not a fork · Personal account
As of 3w · 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
code-eval trust reportleva trust reportTrust methodology

Tagline

code-eval
Run evaluation on LLMs using human-eval benchmark.
leva
LLM Evaluation Framework for Rails apps

Stars

code-eval
431
leva
142

Forks

code-eval
37
leva
7

Open issues

code-eval
5
leva
4

Language

code-eval
Python
leva
Ruby

Adopt for

code-eval
code-eval assesses large language models with the human-eval benchmark to provide insights into code generation reliability.
leva
Leva is an LLM evaluation framework for Ruby on Rails apps, aiming to use production data directly in the evaluation process.

Persona

code-eval
-
leva
-

Runtime

code-eval
-
leva
-

License

code-eval
MIT
leva
MIT

Last pushed

code-eval
Sep 12, 2023
leva
Jun 3, 2026

Categories

code-eval
Evaluation & Observability
leva
Evaluation & Observability

Trust and health

Maintenance

code-eval
Dormant (18%)
leva
Steady (60%)

Days since push

code-eval
1058d
leva
55d

Open issues (now)

code-eval
5
leva
4

OSV dependency advisories

code-eval
Published findings
leva
No lockfile (source not queried)

Full report

code-eval
Trust report
leva
Trust report

Choose code-eval if…

  • code-eval is primarily Python; leva is Ruby.
  • 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 leva if…

  • leva is primarily Ruby; code-eval is Python.
  • Tags unique to leva: llm, llm-evaluation, rails-apps, ruby-on-rails.
  • You are working with Ruby on Rails applications and need a tool specific to this environment

When NOT to use leva

  • If your application is not built using Ruby on Rails, Leva may not be the best fit
  • For scenarios requiring broader cross-platform support or with non-Rails production data integration needs, consider other tools
GitHubDetails

Explore

code-eval trust report →leva 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 431 · leva 142 (synced Aug 5, 2026).

Common questions

What is the difference between code-eval and leva?
code-eval: Run evaluation on LLMs using human-eval benchmark.. leva: LLM Evaluation Framework for Rails apps. See the comparison table for live GitHub stats and shared categories.
When should I choose code-eval over leva?
Choose code-eval over leva when code-eval is primarily Python; leva is Ruby; 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 leva over code-eval?
Choose leva over code-eval when leva is primarily Ruby; code-eval is Python; Tags unique to leva: llm, llm-evaluation, rails-apps, ruby-on-rails; You are working with Ruby on Rails applications and need a tool specific to this environment.
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 leva?
If your application is not built using Ruby on Rails, Leva may not be the best fit For scenarios requiring broader cross-platform support or with non-Rails production data integration needs, consider other tools
Is code-eval or leva more popular on GitHub?
code-eval has more GitHub stars (431 vs 142). Stars measure visibility, not whether either tool fits your constraints.
Are code-eval and leva open source?
Yes - both are open-source projects on GitHub (code-eval: MIT, leva: MIT).
Where can I find alternatives to code-eval or leva?
GraphCanon lists graph-backed alternatives at code-eval alternatives and leva alternatives (code-eval markdown twin, leva 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 leva?
code-eval: Dormant. leva: 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 code-eval and leva?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: code-eval trust report; leva trust report.

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