--- title: "snowChat vs quelmap" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kaarthik108-snowchat-vs-quelmap-inc-quelmap" tools: ["kaarthik108-snowchat", "quelmap-inc-quelmap"] --- # snowChat vs quelmap *GraphCanon updated Aug 15, 2026* ## Verdict Pick snowChat if text-to-SQL converter using AI agents with integration to Snowflake, requires various API keys; pick quelmap if quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents. [snowChat](https://snowchat.streamlit.app/) reports 553 GitHub stars, 280 forks, and 9 open issues, last pushed Feb 16, 2025. [quelmap](https://quelmap.com) has 202 stars, 20 forks, and 4 open issues, last pushed Oct 20, 2025. Figures are from public GitHub metadata via [snowChat's repository](https://github.com/kaarthik108/snowChat) and [quelmap's repository](https://github.com/quelmap-inc/quelmap). | | [snowChat](/tools/kaarthik108-snowchat.md) | [quelmap](/tools/quelmap-inc-quelmap.md) | | --- | --- | --- | | Tagline | Chat snowflake - Text to SQL | Open Source Local Data Analysis Assistant | | Stars | 553 | 202 | | Forks | 280 | 20 | | Open issues | 9 | 4 | | Language | Python | TypeScript | | Adopt for | Text-to-SQL converter using AI agents with integration to Snowflake, requires various API keys. | Quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents. | | Persona | - | - | | Runtime | - | - | | License | - | Apache-2.0 | | Categories | AI Agents, Data & Retrieval | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [snowChat](/tools/kaarthik108-snowchat.md) | [quelmap](/tools/quelmap-inc-quelmap.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Slowing (36%) | | Days since push | 544d | 296d | | Open issues (now) | 9 | 4 | | Stars delta | 0 (30d) | Unknown | | Open issues delta | 0 (30d) | Unknown | | Owner type | User | Organization | | Full report | [trust report](/tools/kaarthik108-snowchat/trust.md) | [trust report](/tools/quelmap-inc-quelmap/trust.md) | ## Shared compatibility - **Python**: [snowChat](/tools/kaarthik108-snowchat.md) - Python runtime; [quelmap](/tools/quelmap-inc-quelmap.md) - Python runtime ## Decision facts: snowChat - **Adopt for:** Text-to-SQL converter using AI agents with integration to Snowflake, requires various API keys. ## Decision facts: quelmap - **Adopt for:** Quelmap is an open-source tool designed for performing data analysis locally utilizing AI agents. ## Choose when ### Choose snowChat if… - snowChat is primarily Python; quelmap is TypeScript. - Tags unique to snowChat: agents, chatgpt, langchain, langgraph. - Need precise text input conversion into optimized SQL queries for your Snowflake data platform ### Choose quelmap if… - quelmap is primarily TypeScript; snowChat is Python. - 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 snowChat - Your application does not interact with Snowflake or you prefer alternative SQL engines - Cannot configure numerous API keys detailed in setup requirements such as SUPABASE_URL and CLOUDFLARE_API_TOKEN ## 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. ## Common questions ### What is the difference between snowChat and quelmap? snowChat: Chat snowflake - Text to SQL. quelmap: Open Source Local Data Analysis Assistant. See the comparison table for live GitHub stats and shared categories. ### When should I choose snowChat over quelmap? Choose snowChat over quelmap when snowChat is primarily Python; quelmap is TypeScript; Tags unique to snowChat: agents, chatgpt, langchain, langgraph; Need precise text input conversion into optimized SQL queries for your Snowflake data platform. ### When should I choose quelmap over snowChat? Choose quelmap over snowChat when quelmap is primarily TypeScript; snowChat is Python; 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 snowChat? Your application does not interact with Snowflake or you prefer alternative SQL engines Cannot configure numerous API keys detailed in setup requirements such as SUPABASE_URL and CLOUDFLARE_API_TOKEN ### 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 snowChat or quelmap more popular on GitHub? snowChat has more GitHub stars (553 vs 202). Stars measure visibility, not whether either tool fits your constraints. ### Are snowChat and quelmap open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to snowChat or quelmap? GraphCanon lists graph-backed alternatives at [snowChat alternatives](/tools/kaarthik108-snowchat/alternatives) and [quelmap alternatives](/tools/quelmap-inc-quelmap/alternatives) ([snowChat markdown twin](/tools/kaarthik108-snowchat/alternatives.md), [quelmap markdown twin](/tools/quelmap-inc-quelmap/alternatives.md)), 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](/compare/kaarthik108-snowchat-vs-quelmap-inc-quelmap.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, snowChat or quelmap? snowChat: Dormant. 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 snowChat and quelmap? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [snowChat trust report](/tools/kaarthik108-snowchat/trust); [quelmap trust report](/tools/quelmap-inc-quelmap/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kaarthik108-snowchat`](/api/graphcanon/graph?tool=kaarthik108-snowchat) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_