Comparison
instruct-eval vs code-review-graph
Verdict
Pick instruct-eval when license: instruct-eval is Apache-2.0, code-review-graph is MIT; pick code-review-graph when license: code-review-graph is MIT, instruct-eval is Apache-2.0.
Markdown twin · instruct-eval alternatives · code-review-graph alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | instruct-eval | code-review-graph |
|---|---|---|
| Maintenance | Dormant (853d since push) As of today · github_public_v1 | Active (26d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | 83 low (83 low) As of today · osv@v1 | No MCP manifest As of today · mcp_manifest |
Tagline
- instruct-eval
- Code for evaluating instruction-tuned language models like Alpaca and Flan-T5
- code-review-graph
- Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w
Stars
- instruct-eval
- 552
- code-review-graph
- 19k
Forks
- instruct-eval
- 45
- code-review-graph
- 2.1k
Open issues
- instruct-eval
- 24
- code-review-graph
- 185
Language
- instruct-eval
- Python
- code-review-graph
- Python
Adopt for
- instruct-eval
- -
- code-review-graph
- -
Persona
- instruct-eval
- -
- code-review-graph
- -
Runtime
- instruct-eval
- -
- code-review-graph
- -
License
- instruct-eval
- Apache-2.0
- code-review-graph
- MIT
Last pushed
- instruct-eval
- Mar 10, 2024
- code-review-graph
- Jun 14, 2026
Categories
- instruct-eval
- Evaluation & Observability
- code-review-graph
- LLM Frameworks, Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- instruct-eval
- Dormant (18%)
- code-review-graph
- Active (82%)
Days since push
- instruct-eval
- 853d
- code-review-graph
- 26d
Open issues (now)
- instruct-eval
- 24
- code-review-graph
- 185
Owner type
- instruct-eval
- Organization
- code-review-graph
- User
Security scan
- instruct-eval
- 83 low (83 low)
- code-review-graph
- No MCP manifest
Full report
- instruct-eval
- Trust report
- code-review-graph
- Trust report
Choose instruct-eval if…
- License: instruct-eval is Apache-2.0, code-review-graph is MIT.
- Tags unique to instruct-eval: evaluation, safety-evaluation, performance-assessment, large-language-models.
- Leaner open-issue backlog (24).
When NOT to use instruct-eval
- Last GitHub push was 854 days ago (dormant maintenance, Mar 10, 2024). Validate activity before betting a new project on instruct-eval.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose code-review-graph if…
- License: code-review-graph is MIT, instruct-eval is Apache-2.0.
- Tags unique to code-review-graph: graphrag, ai-coding, incremental, claude.
- Also covers LLM Frameworks, Developer Tools.
When NOT to use code-review-graph
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (declare-lab/instruct-eval) · observed Jul 11, 2026
- GitHub forks (declare-lab/instruct-eval) · observed Jul 11, 2026
- Last push (declare-lab/instruct-eval) · observed Mar 10, 2024
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tirth8205/code-review-graph) · observed Jul 11, 2026
- GitHub forks (tirth8205/code-review-graph) · observed Jul 11, 2026
- Last push (tirth8205/code-review-graph) · observed Jun 14, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: instruct-eval 552 · code-review-graph 19k (synced Jul 11, 2026).
Common questions
- What is the difference between instruct-eval and code-review-graph?
- instruct-eval: Code for evaluating instruction-tuned language models like Alpaca and Flan-T5. code-review-graph: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w. See the comparison table for live GitHub stats and shared categories.
- When should I choose instruct-eval over code-review-graph?
- Choose instruct-eval over code-review-graph when License: instruct-eval is Apache-2.0, code-review-graph is MIT; Tags unique to instruct-eval: evaluation, safety-evaluation, performance-assessment, large-language-models; Leaner open-issue backlog (24).
- When should I choose code-review-graph over instruct-eval?
- Choose code-review-graph over instruct-eval when License: code-review-graph is MIT, instruct-eval is Apache-2.0; Tags unique to code-review-graph: graphrag, ai-coding, incremental, claude; Also covers LLM Frameworks, Developer Tools.
- When should I avoid instruct-eval?
- Last GitHub push was 854 days ago (dormant maintenance, Mar 10, 2024). Validate activity before betting a new project on instruct-eval. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid code-review-graph?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is instruct-eval or code-review-graph more popular on GitHub?
- code-review-graph has more GitHub stars (19,416 vs 552). Stars measure visibility, not whether either tool fits your constraints.
- Are instruct-eval and code-review-graph open source?
- Yes - both are open-source projects on GitHub (instruct-eval: Apache-2.0, code-review-graph: MIT).
- Where can I find alternatives to instruct-eval or code-review-graph?
- GraphCanon lists graph-backed alternatives at instruct-eval alternatives and code-review-graph alternatives (instruct-eval markdown twin, code-review-graph 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, instruct-eval or code-review-graph?
- instruct-eval: Dormant. code-review-graph: Active. 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 instruct-eval and code-review-graph?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: instruct-eval trust report; code-review-graph trust report.