Comparison
olmo-eval vs HLCE
Verdict
Pick olmo-eval if olmo-eval is an evaluation framework for large language models, using uv for reproducible builds. It focuses on modular task implementations and integrates with various datasets via defined tasks; pick HLCE if hLCE offers evaluation scripts to assess code generation using LLMs, specifically for research purposes.
Markdown twin · olmo-eval alternatives · HLCE alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | olmo-eval | HLCE |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Slowing (352d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- olmo-eval
- Olmo Evaluation Framework for LLM Tasks
- HLCE
- Source Evaluation scripts for Humanity's Last Code Exam
Stars
- olmo-eval
- 65
- HLCE
- 96
Forks
- olmo-eval
- 14
- HLCE
- 8
Open issues
- olmo-eval
- 38
- HLCE
- 1
Language
- olmo-eval
- Python
- HLCE
- Python
Adopt for
- olmo-eval
- Olmo-eval is an evaluation framework for large language models, using uv for reproducible builds. It focuses on modular task implementations and integrates with various datasets via defined tasks.
- HLCE
- HLCE offers evaluation scripts to assess code generation using LLMs, specifically for research purposes.
Persona
- olmo-eval
- -
- HLCE
- -
Runtime
- olmo-eval
- -
- HLCE
- -
License
- olmo-eval
- Apache-2.0
- HLCE
- -
Last pushed
- olmo-eval
- Aug 6, 2026
- HLCE
- Aug 21, 2025
Categories
- olmo-eval
- Evaluation & Observability
- HLCE
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- olmo-eval
- Very active (96%)
- HLCE
- Slowing (36%)
Days since push
- olmo-eval
- 0d
- HLCE
- 352d
Open issues (now)
- olmo-eval
- 38
- HLCE
- 1
OSV dependency advisories
- olmo-eval
- No lockfile (source not queried)
- HLCE
- Published findings
Full report
- olmo-eval
- Trust report
- HLCE
- Trust report
Choose olmo-eval if…
- Tags unique to olmo-eval: datasets, evaluation, llm, python.
- olmo-eval ships Docker support for self-hosted deployment.
- When you need a flexible evaluation setup that works with a variety of LLMs and datasets.
When NOT to use olmo-eval
- When you require a simpler setup that doesn't need the reproducibility constraints of uv builds.
- If your project already has an established evaluation toolchain and does not benefit from introducing a new framework for manageability reasons.
Choose HLCE if…
- Tags unique to HLCE: benchmark, codegen, codellm, llm-evaluation.
- Also covers LLM Frameworks.
- When you are researching the capabilities of language models in generating code and need benchmarking tools that focus on this aspect exclusively.
When NOT to use HLCE
- If you require tools that cater to general-purpose evaluation beyond the scope of LLM code generation in a research context.
- When proprietary or non-research licenses are necessary, since HLCE does not detail its licensing beyond being for research purposes only.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (allenai/olmo-eval) · observed Aug 7, 2026
- GitHub forks (allenai/olmo-eval) · observed Aug 7, 2026
- Last push (allenai/olmo-eval) · observed Aug 6, 2026
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Humanity-s-Last-Code-Exam/HLCE) · observed Aug 8, 2026
- GitHub forks (Humanity-s-Last-Code-Exam/HLCE) · observed Aug 8, 2026
- Last push (Humanity-s-Last-Code-Exam/HLCE) · observed Aug 21, 2025
- License file (unknown) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: olmo-eval 65 · HLCE 96 (synced Aug 7, 2026).
Common questions
- What is the difference between olmo-eval and HLCE?
- olmo-eval: Olmo Evaluation Framework for LLM Tasks. HLCE: Source Evaluation scripts for Humanity's Last Code Exam. See the comparison table for live GitHub stats and shared categories.
- When should I choose olmo-eval over HLCE?
- Choose olmo-eval over HLCE when Tags unique to olmo-eval: datasets, evaluation, llm, python; olmo-eval ships Docker support for self-hosted deployment; When you need a flexible evaluation setup that works with a variety of LLMs and datasets.
- When should I choose HLCE over olmo-eval?
- Choose HLCE over olmo-eval when Tags unique to HLCE: benchmark, codegen, codellm, llm-evaluation; Also covers LLM Frameworks; When you are researching the capabilities of language models in generating code and need benchmarking tools that focus on this aspect exclusively.
- When should I avoid olmo-eval?
- When you require a simpler setup that doesn't need the reproducibility constraints of uv builds. If your project already has an established evaluation toolchain and does not benefit from introducing a new framework for manageability reasons.
- When should I avoid HLCE?
- If you require tools that cater to general-purpose evaluation beyond the scope of LLM code generation in a research context. When proprietary or non-research licenses are necessary, since HLCE does not detail its licensing beyond being for research purposes only.
- Is olmo-eval or HLCE more popular on GitHub?
- HLCE has more GitHub stars (96 vs 65). Stars measure visibility, not whether either tool fits your constraints.
- Are olmo-eval and HLCE open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to olmo-eval or HLCE?
- GraphCanon lists graph-backed alternatives at olmo-eval alternatives and HLCE alternatives (olmo-eval markdown twin, HLCE 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, olmo-eval or HLCE?
- olmo-eval: Very active. HLCE: Slowing. 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 olmo-eval and HLCE?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: olmo-eval trust report; HLCE trust report.