Comparison
dunetrace vs scalene
Verdict
Pick dunetrace if dunetrace is a real-time monitoring tool for AI agents in production that provides insights into observability and reliability, primarily targeting Python and Node.js ecosystems; pick scalene if scalene is a high-performance CPU, GPU, and memory profiler for Python that uses AI to suggest optimizations.
Markdown twin · dunetrace alternatives · scalene alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | dunetrace | scalene |
|---|---|---|
| Maintenance | Active (7d since push) As of 2w · github_public_v1 | Very active (2d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal 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 | 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
- dunetrace
- Real-time monitoring of production AI agents
- scalene
- High-performance CPU, GPU, and memory profiler for Python with AI-powered optimization
Stars
- dunetrace
- 59
- scalene
- 13k
Forks
- dunetrace
- 17
- scalene
- 435
Open issues
- dunetrace
- 21
- scalene
- 151
Language
- dunetrace
- Python
- scalene
- Python
Adopt for
- dunetrace
- dunetrace is a real-time monitoring tool for AI agents in production that provides insights into observability and reliability, primarily targeting Python and Node.js ecosystems.
- scalene
- Scalene is a high-performance CPU, GPU, and memory profiler for Python that uses AI to suggest optimizations.
Persona
- dunetrace
- -
- scalene
- -
Runtime
- dunetrace
- -
- scalene
- -
License
- dunetrace
- Other
- scalene
- Apache-2.0
Last pushed
- dunetrace
- Aug 1, 2026
- scalene
- Aug 1, 2026
Categories
- dunetrace
- Evaluation & Observability
- scalene
- Evaluation & Observability
Trust and health
Maintenance
- dunetrace
- Active (82%)
- scalene
- Very active (96%)
Days since push
- dunetrace
- 7d
- scalene
- 2d
Open issues (now)
- dunetrace
- 21
- scalene
- 151
Owner type
- dunetrace
- User
- scalene
- Organization
Full report
- dunetrace
- Trust report
- scalene
- Trust report
Shared compatibility
- Python · dunetrace: Python runtime · scalene: Python runtime
Choose dunetrace if…
- License: dunetrace is Other, scalene is Apache-2.0.
- Pricing: The repository does not specify any pricing information; it only mentions a license which is categorized as 'other'..
- Requirements: Requires Docker.
- Tags unique to dunetrace: agent-monitoring, agent-observability, ai-agents, real-time-monitoring.
- dunetrace ships Docker support for self-hosted deployment.
- When you need to monitor the performance of AI agents in real-time, as dunetrace offers insights specific to observability and reliability.
When NOT to use dunetrace
- When focusing solely on non-code aspects like UI/UX without any need for backend AI agent observation.
- If you are looking for a platform that supports extensive integrations beyond Python and Node.js, as dunetrace's focus is limited to these environments.
- For organizations that prefer proprietary solutions over tools under other licenses.
Choose scalene if…
- License: scalene is Apache-2.0, dunetrace is Other.
- Tags unique to scalene: cpu-profiling, gpu-programming, memory-allocation, profiler.
- When you need precise profiling of both CPU and GPU performance in Python applications
When NOT to use scalene
- If your project does not involve Python, as Scalene is specific to this language
- Avoid if your system lacks necessary dependencies like Visual C++ Redistributable on Windows
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dunetrace/dunetrace) · observed Aug 9, 2026
- GitHub forks (dunetrace/dunetrace) · observed Aug 9, 2026
- Last push (dunetrace/dunetrace) · observed Aug 1, 2026
- License file (Other) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (plasma-umass/scalene) · observed Aug 4, 2026
- GitHub forks (plasma-umass/scalene) · observed Aug 4, 2026
- Last push (plasma-umass/scalene) · observed Aug 1, 2026
- License file (Apache-2.0) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: dunetrace 59 · scalene 13k (synced Aug 9, 2026).
Common questions
- What is the difference between dunetrace and scalene?
- dunetrace: Real-time monitoring of production AI agents. scalene: High-performance CPU, GPU, and memory profiler for Python with AI-powered optimization. See the comparison table for live GitHub stats and shared categories.
- When should I choose dunetrace over scalene?
- Choose dunetrace over scalene when License: dunetrace is Other, scalene is Apache-2.0; Pricing: The repository does not specify any pricing information; it only mentions a license which is categorized as 'other'.; Requirements: Requires Docker; Tags unique to dunetrace: agent-monitoring, agent-observability, ai-agents, real-time-monitoring; dunetrace ships Docker support for self-hosted deployment; When you need to monitor the performance of AI agents in real-time, as dunetrace offers insights specific to observability and reliability.
- When should I choose scalene over dunetrace?
- Choose scalene over dunetrace when License: scalene is Apache-2.0, dunetrace is Other; Tags unique to scalene: cpu-profiling, gpu-programming, memory-allocation, profiler; When you need precise profiling of both CPU and GPU performance in Python applications.
- When should I avoid dunetrace?
- When focusing solely on non-code aspects like UI/UX without any need for backend AI agent observation. If you are looking for a platform that supports extensive integrations beyond Python and Node.js, as dunetrace's focus is limited to these environments. For organizations that prefer proprietary solutions over tools under other licenses.
- When should I avoid scalene?
- If your project does not involve Python, as Scalene is specific to this language Avoid if your system lacks necessary dependencies like Visual C++ Redistributable on Windows
- Is dunetrace or scalene more popular on GitHub?
- scalene has more GitHub stars (13,485 vs 59). Stars measure visibility, not whether either tool fits your constraints.
- Are dunetrace and scalene open source?
- Yes - both are open-source projects on GitHub (dunetrace: Other, scalene: Apache-2.0).
- Where can I find alternatives to dunetrace or scalene?
- GraphCanon lists graph-backed alternatives at dunetrace alternatives and scalene alternatives (dunetrace markdown twin, scalene 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, dunetrace or scalene?
- dunetrace: Active. scalene: Very 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 dunetrace and scalene?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dunetrace trust report; scalene trust report.