Comparison
deepeval vs myscale-telemetry
Verdict
Pick deepeval if deepeval is a Python-based framework designed for evaluating large language models with an array of metrics and evaluation methodologies; pick myscale-telemetry if myScale Telemetry offers open-source observability specifically for LLM applications in Python, requiring additional tools like Grafana and ClickHouse.
Markdown twin · deepeval alternatives · myscale-telemetry alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | deepeval | myscale-telemetry |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (616d since push) As of Sep 11, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 11, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No published findings from this source as of 2026-07-15 As of Jul 15, 2026 · 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
- deepeval
- LLM Evaluation Framework.
- myscale-telemetry
- Open-source observability for your LLM application
Stars
- deepeval
- 18k
- myscale-telemetry
- 55
Forks
- deepeval
- 2.0k
- myscale-telemetry
- 7
Open issues
- deepeval
- 624
- myscale-telemetry
- 4
Language
- deepeval
- Python
- myscale-telemetry
- Python
Adopt for
- deepeval
- Deepeval is a Python-based framework designed for evaluating large language models with an array of metrics and evaluation methodologies.
- myscale-telemetry
- MyScale Telemetry offers open-source observability specifically for LLM applications in Python, requiring additional tools like Grafana and ClickHouse.
Persona
- deepeval
- -
- myscale-telemetry
- -
Runtime
- deepeval
- -
- myscale-telemetry
- -
License
- deepeval
- Apache-2.0 License
- myscale-telemetry
- MIT
Last pushed
- deepeval
- Sep 18, 2026
- myscale-telemetry
- Jan 2, 2025
Categories
- deepeval
- Evaluation & Observability
- myscale-telemetry
- Evaluation & Observability
Trust and health
Maintenance
- deepeval
- Very active (96%)
- myscale-telemetry
- Dormant (18%)
Days since push
- deepeval
- 1d
- myscale-telemetry
- 616d
Open issues (now)
- deepeval
- 624
- myscale-telemetry
- 4
Stars delta
- deepeval
- +1.1k (30d)
- myscale-telemetry
- 0 (30d)
Open issues delta
- deepeval
- +220 (30d)
- myscale-telemetry
- 0 (30d)
OSV dependency advisories
- deepeval
- No lockfile (source not queried)
- myscale-telemetry
- No published findings from this source as of 2026-07-15
Full report
- deepeval
- Trust report
- myscale-telemetry
- Trust report
Shared compatibility
- Python · deepeval: Python runtime · myscale-telemetry: Python runtime
Choose deepeval if…
- License: deepeval is Apache-2.0, myscale-telemetry is MIT.
- Requirements: Requires Python environment and familiarity with large language models to effectively utilize Deepeval's capabilities..
- Tags unique to deepeval: evaluation, llm-evaluation, metrics.
- When developing large language models and you need a comprehensive evaluation framework to measure their performance across various metrics.
When NOT to use deepeval
- For small-scale applications that do not require the depth of metrics and evaluations offered by Deepeval, as it might be overkill.
- In situations where there is a need for real-time performance monitoring, since Deepeval focuses more on post-development evaluation rather than continuous runtime analysis.
Choose myscale-telemetry if…
- License: myscale-telemetry is MIT, deepeval is Apache-2.0.
- Tags unique to myscale-telemetry: callback, langchain, llm-observability, monitoring.
- - You need to monitor the performance of your large language model (LLM) application and have it integrated with Grafana and ClickHouse data source.
When NOT to use myscale-telemetry
- - If you do not have the necessary infrastructure for Grafana and the ClickHouse data source, making it difficult to integrate MyScale Telemetry into your workflow.
- - You are looking for a solution without specific database dependencies; MyScale Telemetry requires a compatible database instance such as MyScaleDB or ClickHouse.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (confident-ai/deepeval) · observed Sep 20, 2026
- GitHub forks (confident-ai/deepeval) · observed Sep 20, 2026
- Last push (confident-ai/deepeval) · observed Sep 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (myscale/myscale-telemetry) · observed Sep 20, 2026
- GitHub forks (myscale/myscale-telemetry) · observed Sep 20, 2026
- Last push (myscale/myscale-telemetry) · observed Jan 2, 2025
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: deepeval 18k · myscale-telemetry 55 (synced Sep 20, 2026).
Common questions
- What is the difference between deepeval and myscale-telemetry?
- deepeval: LLM Evaluation Framework.. myscale-telemetry: Open-source observability for your LLM application. See the comparison table for live GitHub stats and shared categories.
- When should I choose deepeval over myscale-telemetry?
- Choose deepeval over myscale-telemetry when License: deepeval is Apache-2.0, myscale-telemetry is MIT; Requirements: Requires Python environment and familiarity with large language models to effectively utilize Deepeval's capabilities.; Tags unique to deepeval: evaluation, llm-evaluation, metrics; When developing large language models and you need a comprehensive evaluation framework to measure their performance across various metrics.
- When should I choose myscale-telemetry over deepeval?
- Choose myscale-telemetry over deepeval when License: myscale-telemetry is MIT, deepeval is Apache-2.0; Tags unique to myscale-telemetry: callback, langchain, llm-observability, monitoring; - You need to monitor the performance of your large language model (LLM) application and have it integrated with Grafana and ClickHouse data source.
- When should I avoid deepeval?
- For small-scale applications that do not require the depth of metrics and evaluations offered by Deepeval, as it might be overkill. In situations where there is a need for real-time performance monitoring, since Deepeval focuses more on post-development evaluation rather than continuous runtime analysis.
- When should I avoid myscale-telemetry?
- - If you do not have the necessary infrastructure for Grafana and the ClickHouse data source, making it difficult to integrate MyScale Telemetry into your workflow. - You are looking for a solution without specific database dependencies; MyScale Telemetry requires a compatible database instance such as MyScaleDB or ClickHouse.
- Is deepeval or myscale-telemetry more popular on GitHub?
- deepeval has more GitHub stars (18,341 vs 55). Stars measure visibility, not whether either tool fits your constraints.
- Are deepeval and myscale-telemetry open source?
- Yes - both are open-source projects on GitHub (deepeval: Apache-2.0, myscale-telemetry: MIT).
- Where can I find alternatives to deepeval or myscale-telemetry?
- GraphCanon lists graph-backed alternatives at deepeval alternatives and myscale-telemetry alternatives (deepeval markdown twin, myscale-telemetry 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, deepeval or myscale-telemetry?
- deepeval: Very active. myscale-telemetry: 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 deepeval and myscale-telemetry?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: deepeval trust report; myscale-telemetry trust report.