Apache Pinot: a real-time analytics database for low-latency SQL and vector search, serving user-facing and agent-facing applications
⚡ Executive Summary & Quick Facts
Authoritative Sourcepinot is pinot is an open-source project written in Java: Apache Pinot - A realtime distributed OLAP datastore..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), apache/pinot has accumulated 6,171 GitHub stars and 1,532 forks. It is written in Java, licensed under Apache-2.0, and ranks #2,506 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | apache/pinot ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Java |
| Software License | Apache-2.0 |
| Community Traction | ★ 6.2K stars · ⑂ 1.5K forks · #2,506 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 1,281 open issues |
| Target Audience | Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 90/100 · Grade AYes, pinot is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (2 days ago). Supported by 6,171 stars and 1,532 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 (1,281 open).
Star History
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+19
STARS · LAST 30 DAYS
1
PER DAY
#138
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +19 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +8 | +8 | +77 |
pinot gained 19 stars in the last 30 days, about 1 a day, and now has 6.2K. It is about 12 years old and has averaged roughly 514 stars a year. It ranks #138 among Java repositories and #2,506 across all languages on GitHubRepo.
Trending Record
41
DAYS ON TRENDING
#1746
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
pinot has maintained a continuous presence across global trending indexes, peaking at #1746. Below is the 30-day activity profile:
💡 Overview
pinot is an open-source project written in Java: Apache Pinot - A realtime distributed OLAP datastore.
Engineered for speed, consistency, and developer ease, it solves common hurdles in java. 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 Java 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
$ git clone https://github.com/apache/pinot.git
cd pinot⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
pinot coordinates its core functionality through a modular Java 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 pinot into Java 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 pinot using your package manager: `git clone https://github.com/apache/pinot.git`
Initialize your project workspace or configuration file for pinot.
Import pinot into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pinot --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
apache/pinot is currently ranked #2,506 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,501 | Redot-Engine/redot-engine | C++ | ★ 6.2K | Compare ↗ |
| #2,501 | lemonade-sdk/lemonade | C++ | ★ 6.2K | Compare ↗ |
| #2,503 | kserve/kserve | Go | ★ 6.2K | Compare ↗ |
| #2,503 | Mai-with-u/MaiBot | Python | ★ 6.2K | Compare ↗ |
| #2,505 | dundee/gdu | Go | ★ 6.2K | Compare ↗ |
| #2,506 | apache/pinot This Project | Java | ★ 6.2K | |
| #2,507 | WeblateOrg/weblate | Python | ★ 6.2K | Compare ↗ |
| #2,507 | i18next/next-i18next | TypeScript | ★ 6.2K | Compare ↗ |
| #2,509 | ddollar/foreman | Ruby | ★ 6.2K | Compare ↗ |
| #2,510 | zensical/zensical | Rust | ★ 6.2K | Compare ↗ |
| #2,511 | obsidiandynamics/kafdrop | Java | ★ 6.2K | Compare ↗ |
Frequently Asked Questions
What does pinot do? +
Apache Pinot: a real-time analytics database for low-latency SQL and vector search, serving user-facing and agent-facing applications
Is pinot actively maintained in 2026? +
Yes, pinot is actively maintained. The latest code push was recorded on Nov 11, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 6,171 stars and 1,281 open issues.
What language is pinot written in? +
The primary language is Java. Topics include: ai-agents, analytics, database, distributed-database, java.
How many stars does pinot have? +
pinot has 6,171 stars and 1,532 forks on GitHub.
How does pinot rank among GitHub repositories? +
With 6,171 stars, apache/pinot is ranked #2,506 globally across all repositories tracked on GitHubRepo and #138 among Java projects.
What license is pinot distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
