Comparison
bigcode-evaluation-harness vs LiveCodeBench
Verdict
Pick bigcode-evaluation-harness if bigcode-evaluation-harness is tailored towards evaluating autoregressive code generation models via Python and Docker containers for secure and reproducible execution environments; 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 · bigcode-evaluation-harness alternatives · LiveCodeBench alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | bigcode-evaluation-harness | LiveCodeBench |
|---|---|---|
| Maintenance | Dormant (378d 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
- bigcode-evaluation-harness
- A framework for evaluating autoregressive code generation language models.
- LiveCodeBench
- Holistic and contamination-free evaluation of large language models for code
Stars
- bigcode-evaluation-harness
- 1.1k
- LiveCodeBench
- 925
Forks
- bigcode-evaluation-harness
- 261
- LiveCodeBench
- 195
Open issues
- bigcode-evaluation-harness
- 96
- LiveCodeBench
- 38
Language
- bigcode-evaluation-harness
- Python
- LiveCodeBench
- Python
Adopt for
- bigcode-evaluation-harness
- bigcode-evaluation-harness is tailored towards evaluating autoregressive code generation models via Python and Docker containers for secure and reproducible execution environments.
- LiveCodeBench
- LiveCodeBench offers an in-depth approach to evaluating large language models specifically for code tasks such as generation and repair.
Persona
- bigcode-evaluation-harness
- -
- LiveCodeBench
- -
Runtime
- bigcode-evaluation-harness
- -
- LiveCodeBench
- -
License
- bigcode-evaluation-harness
- bigcode-evaluation-harness is distributed under the Apache-2.0 license.
- LiveCodeBench
- MIT
Last pushed
- bigcode-evaluation-harness
- Jul 22, 2025
- LiveCodeBench
- Jul 16, 2025
Categories
- bigcode-evaluation-harness
- Evaluation & Observability
- LiveCodeBench
- Evaluation & Observability
Trust and health
Days since push
- bigcode-evaluation-harness
- 378d
- LiveCodeBench
- 385d
Open issues (now)
- bigcode-evaluation-harness
- 96
- LiveCodeBench
- 38
OSV dependency advisories
- bigcode-evaluation-harness
- Published findings
- LiveCodeBench
- No lockfile (source not queried)
Full report
- bigcode-evaluation-harness
- Trust report
- LiveCodeBench
- Trust report
Choose bigcode-evaluation-harness if…
- License: bigcode-evaluation-harness is Apache-2.0, LiveCodeBench is MIT.
- Requirements: Users must have Docker installed to leverage the isolated execution environments for model output evaluation..
- Tags unique to bigcode-evaluation-harness: autoregressive models, docker.
- bigcode-evaluation-harness ships Docker support for self-hosted deployment.
- When you need to isolate the evaluation environment from your local development setup, ensuring that no external variables affect the outcomes of model performance assessments.
When NOT to use bigcode-evaluation-harness
- When you require real-time evaluation without the overhead of generating outputs locally and then evaluating them within isolated environments via Docker.
- If your model's evaluation process does not necessitate autoregressive setup or the security features provided by Docker, using bigcode-evaluation-harness might introduce unnecessary complexity.
Choose LiveCodeBench if…
- License: LiveCodeBench is MIT, bigcode-evaluation-harness is Apache-2.0.
- Tags unique to LiveCodeBench: code-execution, code-repair, gpt-4, test-generation.
- 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 (bigcode-project/bigcode-evaluation-harness) · observed Aug 5, 2026
- GitHub forks (bigcode-project/bigcode-evaluation-harness) · observed Aug 5, 2026
- Last push (bigcode-project/bigcode-evaluation-harness) · observed Jul 22, 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: bigcode-evaluation-harness 1.1k · LiveCodeBench 925 (synced Aug 5, 2026).
Common questions
- What is the difference between bigcode-evaluation-harness and LiveCodeBench?
- bigcode-evaluation-harness: A framework for evaluating autoregressive code generation language models.. 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 bigcode-evaluation-harness over LiveCodeBench?
- Choose bigcode-evaluation-harness over LiveCodeBench when License: bigcode-evaluation-harness is Apache-2.0, LiveCodeBench is MIT; Requirements: Users must have Docker installed to leverage the isolated execution environments for model output evaluation.; Tags unique to bigcode-evaluation-harness: autoregressive models, docker; bigcode-evaluation-harness ships Docker support for self-hosted deployment; When you need to isolate the evaluation environment from your local development setup, ensuring that no external variables affect the outcomes of model performance assessments.
- When should I choose LiveCodeBench over bigcode-evaluation-harness?
- Choose LiveCodeBench over bigcode-evaluation-harness when License: LiveCodeBench is MIT, bigcode-evaluation-harness is Apache-2.0; Tags unique to LiveCodeBench: code-execution, code-repair, gpt-4, test-generation; 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 bigcode-evaluation-harness?
- When you require real-time evaluation without the overhead of generating outputs locally and then evaluating them within isolated environments via Docker. If your model's evaluation process does not necessitate autoregressive setup or the security features provided by Docker, using bigcode-evaluation-harness might introduce unnecessary complexity.
- 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 bigcode-evaluation-harness or LiveCodeBench more popular on GitHub?
- bigcode-evaluation-harness has more GitHub stars (1,055 vs 925). Stars measure visibility, not whether either tool fits your constraints.
- Are bigcode-evaluation-harness and LiveCodeBench open source?
- Yes - both are open-source projects on GitHub (bigcode-evaluation-harness: Apache-2.0, LiveCodeBench: MIT).
- Where can I find alternatives to bigcode-evaluation-harness or LiveCodeBench?
- GraphCanon lists graph-backed alternatives at bigcode-evaluation-harness alternatives and LiveCodeBench alternatives (bigcode-evaluation-harness 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, bigcode-evaluation-harness or LiveCodeBench?
- bigcode-evaluation-harness: Dormant. 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 bigcode-evaluation-harness and LiveCodeBench?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: bigcode-evaluation-harness trust report; LiveCodeBench trust report.