Comparison
LLMDebugger vs CodeT5
Verdict
Pick LLMDebugger if lLMDebugger offers step-by-step verification of runtime execution for large language models; pick CodeT5 if codeT5, an open-source LLM for code understanding and generation under BSD-3-Clause license.
Markdown twin · LLMDebugger alternatives · CodeT5 alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | LLMDebugger | CodeT5 |
|---|---|---|
| Maintenance | Dormant (693d since push) As of 2w · github_public_v1 | Archived (38d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 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
- LLMDebugger
- A Large Language Model Debugger verifying runtime execution step by step
- CodeT5
- Home of CodeT5: Open Code LLMs for Code Understanding and Generation
Stars
- LLMDebugger
- 587
- CodeT5
- 3.1k
Forks
- LLMDebugger
- 56
- CodeT5
- 487
Open issues
- LLMDebugger
- 5
- CodeT5
- 88
Language
- LLMDebugger
- Python
- CodeT5
- Python
Adopt for
- LLMDebugger
- LLMDebugger offers step-by-step verification of runtime execution for large language models.
- CodeT5
- CodeT5, an open-source LLM for code understanding and generation under BSD-3-Clause license.
Persona
- LLMDebugger
- -
- CodeT5
- -
Runtime
- LLMDebugger
- -
- CodeT5
- -
License
- LLMDebugger
- The LLMDebugger is distributed under the Apache-2.0 license.
- CodeT5
- BSD-3-Clause
Last pushed
- LLMDebugger
- Sep 10, 2024
- CodeT5
- Jun 25, 2026
Categories
- LLMDebugger
- Developer Tools, Evaluation & Observability
- CodeT5
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- LLMDebugger
- Dormant (18%)
- CodeT5
- Archived (8%)
Days since push
- LLMDebugger
- 693d
- CodeT5
- 38d
Archived on GitHub
- LLMDebugger
- No
- CodeT5
- Yes
Open issues (now)
- LLMDebugger
- 5
- CodeT5
- 88
Owner type
- LLMDebugger
- User
- CodeT5
- Organization
OSV dependency advisories
- LLMDebugger
- No published findings from this source as of 2026-07-11
- CodeT5
- No lockfile (source not queried)
Full report
- LLMDebugger
- Trust report
- CodeT5
- Trust report
Choose LLMDebugger if…
- License: LLMDebugger is Apache-2.0, CodeT5 is BSD-3-Clause.
- Pricing: Free for use, based on its open-source nature with an Apache-2.0 license..
- Tags unique to LLMDebugger: acl'24, llm debugging, python debugger for ai, runtime verification.
- Also covers Evaluation & Observability.
- When detailed step-by-step inspection of the runtime behavior of large language models is required, LLMDebugger can provide precise insights into each execution phase.
When NOT to use LLMDebugger
- Avoid using if you are only interested in higher-level performance metrics rather than the intricate details of runtime behavior, as LLMDebugger emphasizes step-by-step execution.
- Not recommended for teams lacking experience with Python or specific to this tool's installation and usage workflow that involves setting up a Conda environment.
Choose CodeT5 if…
- License: CodeT5 is BSD-3-Clause, LLMDebugger is Apache-2.0.
- Tags unique to CodeT5: code generation, code-intelligence, code-understanding, language-model.
- Also covers LLM Frameworks.
- When focusing on Python projects needing advanced code understanding or generation.
When NOT to use CodeT5
- If the project requires proprietary licensing protection, given its open-source nature under BSD-3-Clause.
- Avoid if real-time performance is a crucial requirement since LLMs typically lag in speed.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (FloridSleeves/LLMDebugger) · observed Aug 5, 2026
- GitHub forks (FloridSleeves/LLMDebugger) · observed Aug 5, 2026
- Last push (FloridSleeves/LLMDebugger) · observed Sep 10, 2024
- 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 (salesforce/CodeT5) · observed Aug 2, 2026
- GitHub forks (salesforce/CodeT5) · observed Aug 2, 2026
- Last push (salesforce/CodeT5) · observed Jun 25, 2026
- License file (BSD-3-Clause) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LLMDebugger 587 · CodeT5 3.1k (synced Aug 5, 2026).
Common questions
- What is the difference between LLMDebugger and CodeT5?
- LLMDebugger: A Large Language Model Debugger verifying runtime execution step by step. CodeT5: Home of CodeT5: Open Code LLMs for Code Understanding and Generation. See the comparison table for live GitHub stats and shared categories.
- When should I choose LLMDebugger over CodeT5?
- Choose LLMDebugger over CodeT5 when License: LLMDebugger is Apache-2.0, CodeT5 is BSD-3-Clause; Pricing: Free for use, based on its open-source nature with an Apache-2.0 license.; Tags unique to LLMDebugger: acl'24, llm debugging, python debugger for ai, runtime verification; Also covers Evaluation & Observability; When detailed step-by-step inspection of the runtime behavior of large language models is required, LLMDebugger can provide precise insights into each execution phase.
- When should I choose CodeT5 over LLMDebugger?
- Choose CodeT5 over LLMDebugger when License: CodeT5 is BSD-3-Clause, LLMDebugger is Apache-2.0; Tags unique to CodeT5: code generation, code-intelligence, code-understanding, language-model; Also covers LLM Frameworks; When focusing on Python projects needing advanced code understanding or generation.
- When should I avoid LLMDebugger?
- Avoid using if you are only interested in higher-level performance metrics rather than the intricate details of runtime behavior, as LLMDebugger emphasizes step-by-step execution. Not recommended for teams lacking experience with Python or specific to this tool's installation and usage workflow that involves setting up a Conda environment.
- When should I avoid CodeT5?
- If the project requires proprietary licensing protection, given its open-source nature under BSD-3-Clause. Avoid if real-time performance is a crucial requirement since LLMs typically lag in speed.
- Is LLMDebugger or CodeT5 more popular on GitHub?
- CodeT5 has more GitHub stars (3,098 vs 587). Stars measure visibility, not whether either tool fits your constraints.
- Are LLMDebugger and CodeT5 open source?
- Yes - both are open-source projects on GitHub (LLMDebugger: Apache-2.0, CodeT5: BSD-3-Clause).
- Where can I find alternatives to LLMDebugger or CodeT5?
- GraphCanon lists graph-backed alternatives at LLMDebugger alternatives and CodeT5 alternatives (LLMDebugger markdown twin, CodeT5 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, LLMDebugger or CodeT5?
- LLMDebugger: Dormant. CodeT5: Archived. 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 LLMDebugger and CodeT5?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LLMDebugger trust report; CodeT5 trust report.