Matih vs Commit Graph for Azure Repos
Comprehensive feature analysis, ratings breakdown, platform compatibility, and community review comparison.
Matih
Plain-English questions, Trusted insights from your data
Detailed Feature Comparison Matrix
Compare Other Tools| Dimension | Matih |  Commit Graph for Azure Repos |
|---|---|---|
| Primary Category | Analytics | Analytics |
| Community Rating | No ratings(0 reviews) | No ratings(0 reviews) |
| Community Upvotes | 32 votes | 6 votes |
| Supported Platforms | Web | Web |
| Tags & Focus | #Data & Analytics#Business Intelligence#Data | #Developer Tools#GitHub#Analytics |
| Maker / Company | Independent Developer | Independent Developer |
| Platform Verification | Community Listing | Community Listing |
About Matih
Matih is an AI-driven data intelligence platform engineered to eliminate the unreliability of standard Text-to-SQL tools. While typical tools are schema-blind and often guess table joins or return unverified metrics, Matih creates a context graph of your data. This graph maps out entities, table relationships, and metric definitions to reason over your data ontology before providing an answer.
Users can ask questions in plain English, and Matih will write the corresponding SQL and automatically route the query to the appropriate engine. It uses DuckDB for lightweight data like spreadsheets, and scales up to Spark or Trino when processing billions of rows across complex data warehouses.
To ensure full transparency and trust, Matih displays the generated SQL right next to the answer, removing the "black box" effect and allowing users to verify how their results were calculated.
Pros of Matih
- Builds a context graph mapping entities, table relationships, and metrics for higher accuracy
- Auto-routes queries to the right engine (e.g., DuckDB for spreadsheets, Spark or Trino for huge datasets)
- Displays generated SQL alongside answers to eliminate black-box output
- Works across formats ranging from Excel files to enterprise data warehouses
Cons of Matih
- Pricing details and subscription plans are not provided in the metadata
- Limited customer reviews available in the initial launch metadata
Frequently Asked Questions
What is Matih?
Matih is a data intelligence platform that allows users to ask plain-English questions about their data. It uses a context graph to understand table relationships and metric definitions, then automatically generates and executes the appropriate SQL.
How does Matih avoid the 'black box' issue of other Text-to-SQL tools?
Instead of guessing table joins and providing unverified numbers, Matih displays the generated SQL directly alongside the answer so users can verify the logic behind every insight.
Which data engines and files does Matih support?
Matih supports data sources ranging from Excel spreadsheets to full enterprise data warehouses. It automatically routes execution to DuckDB for small files or Spark and Trino for massive datasets with billions of rows.
About Commit Graph for Azure Repos
Commit Graph for Azure Repos is a specialized developer tool designed to bridge a noticeable gap in Azure DevOps by introducing a GitHub- and GitLab-style contribution heatmap. Built by software developer David Watts, Azure Repos natively lacks a visual year view or contribution graph showing who committed what. This extension solves that problem directly inside the Azure DevOps web UI.
The tool allows users to select an individual and view a comprehensive calendar heatmap displaying their commits and real pull-request comments across every repository in the project. Operating entirely client-side using your existing credentials, it ensures that no data leaves your organization and no backend server is involved. It features a free tier providing your own personal graph forever, alongside a paid tier at $19/mo (cancel anytime) that unlocks every contributor in the dropdown for the entire organization.
Pros of Commit Graph for Azure Repos
- Brings a familiar GitHub/GitLab-style contribution heatmap directly to Azure Repos
- Runs entirely client-side inside the Azure DevOps web UI using your credentials
- Ensures data privacy with no backend usage and no data leaving your organization
- Tracks both commits and real pull-request comments across every repo in the project
- Includes a free tier to view your own graph forever
Cons of Commit Graph for Azure Repos
- Organization-wide contributor visibility requires the paid tier ($19/mo)
- Limited to Azure Repos environments
- Only tracks commits and pull-request comments as specified in the feature set
Frequently Asked Questions
What does Commit Graph for Azure Repos do?
It adds a GitHub- and GitLab-style contribution calendar heatmap to Azure Repos, allowing you to view commits and pull-request comments across every repository in a project.
Is my data secure when using this extension?
Yes. The extension runs entirely client-side inside the Azure DevOps web UI using your credentials. There is no backend, meaning nothing leaves your organization.
What are the pricing options available?
There is a free tier that gives you your own personal graph forever. A paid tier is also available for $19/mo (cancel anytime) which unlocks every contributor in the dropdown for the entire organization.