Comparison
WrenAI vs quelmap
Verdict
Pick WrenAI if wrenAI transforms natural-language queries into SQL and produces visual reports from over twenty supported data sources using an open context layer; pick quelmap if quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents.
Markdown twin · WrenAI alternatives · quelmap alternatives
GraphCanon updated 1d
Trust & integrity
| Signal | WrenAI | quelmap |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Slowing (296d since push) As of 6d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 6d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- WrenAI
- GenBI for AI agents, turns natural-language questions into trusted dashboards and SQL
- quelmap
- Open Source Local Data Analysis Assistant
Stars
- WrenAI
- 17k
- quelmap
- 202
Forks
- WrenAI
- 2.0k
- quelmap
- 20
Open issues
- WrenAI
- 327
- quelmap
- 4
Language
- WrenAI
- Python
- quelmap
- TypeScript
Adopt for
- WrenAI
- WrenAI transforms natural-language queries into SQL and produces visual reports from over twenty supported data sources using an open context layer.
- quelmap
- Quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents.
Persona
- WrenAI
- -
- quelmap
- -
Runtime
- WrenAI
- -
- quelmap
- -
License
- WrenAI
- WrenAI is distributed under an open-source Apache 2.0 license, allowing for broad use, modification, and distribution.
- quelmap
- Apache-2.0
Last pushed
- WrenAI
- Aug 18, 2026
- quelmap
- Oct 20, 2025
Categories
- WrenAI
- AI Agents, Data & Retrieval
- quelmap
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- WrenAI
- Very active (96%)
- quelmap
- Slowing (36%)
Days since push
- WrenAI
- 0d
- quelmap
- 296d
Open issues (now)
- WrenAI
- 327
- quelmap
- 4
Stars delta
- WrenAI
- +1.3k (30d)
- quelmap
- Unknown
Open issues delta
- WrenAI
- -41 (30d)
- quelmap
- Unknown
Full report
- WrenAI
- Trust report
- quelmap
- Trust report
Shared compatibility
- Python · WrenAI: Python runtime · quelmap: Python runtime
Choose WrenAI if…
- WrenAI is primarily Python; quelmap is TypeScript.
- License: WrenAI is Other, quelmap is Apache-2.0.
- Pricing: Free to use with self-hosting capabilities; commercial support available..
- Requirements: Install the CLI using pip (e.g., `pip install wrenai`). Consider regional mirrors like Tsinghua for faster installation in mainland China..
- Tags unique to WrenAI: agent, bigquery, context-engineering, duckdb.
- When you require a tool that can generate trusted dashboards, charts, and SQL queries directly from natural language inputs.
When NOT to use WrenAI
- For environments where the specific installation instructions for regions like mainland China might be problematic or where direct dependency on certain mirrors could cause operational challenges.
- When a project strictly requires proprietary tools or has licensing constraints that do not align with the Apache 2.0 license of WrenAI.
Choose quelmap if…
- quelmap is primarily TypeScript; WrenAI is Python.
- License: quelmap is Apache-2.0, WrenAI is Other.
- Tags unique to quelmap: data-analysis, local-ai-agents, open-source.
- quelmap ships Docker support for self-hosted deployment.
- Use Quelmap when you require an open-source solution for local data analysis with the support of AI functionalities.
When NOT to use quelmap
- Avoid using Quelmap in scenarios where a closed-source, fully-supported commercial tool is preferred for data analysis tasks.
- Do not use Quelmap if you do not have the technical capability to make modifications or troubleshoot an open-source project.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Canner/WrenAI) · observed Aug 18, 2026
- GitHub forks (Canner/WrenAI) · observed Aug 18, 2026
- Last push (Canner/WrenAI) · observed Aug 18, 2026
- License file (Other) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (quelmap-inc/quelmap) · observed Aug 13, 2026
- GitHub forks (quelmap-inc/quelmap) · observed Aug 13, 2026
- Last push (quelmap-inc/quelmap) · observed Oct 20, 2025
- License file (Apache-2.0) · observed Aug 13, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: WrenAI 17k · quelmap 202 (synced Aug 18, 2026).
Common questions
- What is the difference between WrenAI and quelmap?
- WrenAI: GenBI for AI agents, turns natural-language questions into trusted dashboards and SQL. quelmap: Open Source Local Data Analysis Assistant. See the comparison table for live GitHub stats and shared categories.
- When should I choose WrenAI over quelmap?
- Choose WrenAI over quelmap when WrenAI is primarily Python; quelmap is TypeScript; License: WrenAI is Other, quelmap is Apache-2.0; Pricing: Free to use with self-hosting capabilities; commercial support available.; Requirements: Install the CLI using pip (e.g.,
pip install wrenai). Consider regional mirrors like Tsinghua for faster installation in mainland China.; Tags unique to WrenAI: agent, bigquery, context-engineering, duckdb; When you require a tool that can generate trusted dashboards, charts, and SQL queries directly from natural language inputs. - When should I choose quelmap over WrenAI?
- Choose quelmap over WrenAI when quelmap is primarily TypeScript; WrenAI is Python; License: quelmap is Apache-2.0, WrenAI is Other; Tags unique to quelmap: data-analysis, local-ai-agents, open-source; quelmap ships Docker support for self-hosted deployment; Use Quelmap when you require an open-source solution for local data analysis with the support of AI functionalities.
- When should I avoid WrenAI?
- For environments where the specific installation instructions for regions like mainland China might be problematic or where direct dependency on certain mirrors could cause operational challenges. When a project strictly requires proprietary tools or has licensing constraints that do not align with the Apache 2.0 license of WrenAI.
- When should I avoid quelmap?
- Avoid using Quelmap in scenarios where a closed-source, fully-supported commercial tool is preferred for data analysis tasks. Do not use Quelmap if you do not have the technical capability to make modifications or troubleshoot an open-source project.
- Is WrenAI or quelmap more popular on GitHub?
- WrenAI has more GitHub stars (17,295 vs 202). Stars measure visibility, not whether either tool fits your constraints.
- Are WrenAI and quelmap open source?
- Yes - both are open-source projects on GitHub (WrenAI: Other, quelmap: Apache-2.0).
- Where can I find alternatives to WrenAI or quelmap?
- GraphCanon lists graph-backed alternatives at WrenAI alternatives and quelmap alternatives (WrenAI markdown twin, quelmap 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, WrenAI or quelmap?
- WrenAI: Very active. quelmap: 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 WrenAI and quelmap?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: WrenAI trust report; quelmap trust report.