dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
⚡ Executive Summary & Quick Facts
Authoritative Sourcedbt is dbt is an open-source project written in Rust: dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.. It provides a free, self-hosted open-source alternative to Slack.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), dbt-labs/dbt has accumulated 14,139 GitHub stars and 2,668 forks. It is written in Rust, licensed under Apache-2.0, and ranks #1,194 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
| Repository | dbt-labs/dbt ↗ |
|---|---|
| Primary Category | analytics |
| Language & Stack | Rust |
| Software License | Apache-2.0 |
| Community Traction | ★ 14.1K stars · ⑂ 2.7K forks · #1,194 globally |
| Maintenance | ● Active (Last commit: Nov 10, 2026) · 1,884 open issues |
| Replaces SaaS | Open Source Slack Alternative ($8.75–$15/user/month) → |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 90/100 · Grade AYes, dbt is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (1 days ago). Supported by 14,139 stars and 2,668 community forks, this repository holds a calculated health index of 90/100, reflecting very active (commits within last 14 days) and high open issue volume (1,884 open).
Star History
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+353
STARS · LAST 30 DAYS
12
PER DAY
#134
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +33 | +353 | +1.1K |
| Per day | 5 | 12 | 12 |
| Forks gained | +13 | +53 | +133 |
dbt gained 353 stars in the last 30 days, about 12 a day, and now has 14.1K. It is about 11 years old and has averaged roughly 1.3K stars a year. It ranks #134 among Rust repositories and #1,194 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#2830
BEST RANK
Nov 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
dbt has maintained a continuous presence across global trending indexes, peaking at #2830. Below is the 30-day activity profile:
💡 Overview
dbt is an open-source project written in Rust: dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
Engineered for speed, consistency, and developer ease, it solves common hurdles in analytics, business-intelligence, data-modeling. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Rust for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ cargo install dbt⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
dbt coordinates its core functionality through a modular Rust pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed dbt into Rust backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install dbt using your package manager: `cargo install dbt`
Initialize your project workspace or configuration file for dbt.
Import dbt into your codebase or invoke it directly from your terminal.
Execute your test suite or run `dbt --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
dbt-labs/dbt is currently ranked #1,194 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,189 | rommapp/romm | Python | ★ 14.2K | Compare ↗ |
| #1,190 | DuarteSantos8/openGym | JavaScript | ★ 14.2K | Compare ↗ |
| #1,191 | vercel/satori | TypeScript | ★ 14.2K | Compare ↗ |
| #1,192 | cert-manager/cert-manager | Go | ★ 14.2K | Compare ↗ |
| #1,193 | phpstan/phpstan | PHP | ★ 14.1K | Compare ↗ |
| #1,194 | dbt-labs/dbt This Project | Rust | ★ 14.1K | |
| #1,195 | krillinai/OpenCreator | TypeScript | ★ 14.1K | Compare ↗ |
| #1,196 | emdash-cms/emdash | TypeScript | ★ 14.1K | Compare ↗ |
| #1,197 | juice-shop/juice-shop | TypeScript | ★ 14.1K | Compare ↗ |
| #1,198 | pystardust/ani-cli | Shell | ★ 14.1K | Compare ↗ |
| #1,199 | yoavbls/pretty-ts-errors | TypeScript | ★ 14.1K | Compare ↗ |
Frequently Asked Questions
What does dbt do? +
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
Is dbt actively maintained in 2026? +
Yes, dbt is actively maintained. The latest code push was recorded on Nov 10, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 14,139 stars and 1,884 open issues.
What language is dbt written in? +
The primary language is Rust. Topics include: analytics, business-intelligence, data-modeling, dbt-viewpoint, elt.
How many stars does dbt have? +
dbt has 14,139 stars and 2,668 forks on GitHub.
How does dbt rank among GitHub repositories? +
With 14,139 stars, dbt-labs/dbt is ranked #1,194 globally across all repositories tracked on GitHubRepo and #134 among Rust projects.
What license is dbt distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
