Techniques and numbers for estimating system's performance from first-principles
⚡ Executive Summary & Quick Facts
Authoritative Sourcenapkin-math is napkin-math is an open-source project written in Rust: Techniques and numbers for estimating system's performance from first-principles..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), sirupsen/napkin-math has accumulated 5,821 GitHub stars and 240 forks. It is written in Rust, licensed under MIT, and ranks #2,646 globally. It is actively maintained with the latest commit recorded on Oct 27, 2026.”
| Repository | sirupsen/napkin-math ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 5.8K stars · ⑂ 240 forks · #2,646 globally |
| Maintenance | ● Active (Last commit: Oct 27, 2026) · 10 open issues |
| 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: 92/100 · Grade AYes, napkin-math is actively maintained. Continuous telemetry recorded the last code commit on Oct 27, 2026 (16 days ago). Supported by 5,821 stars and 240 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (16 days ago) and healthy issue cadence.
Star History
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+146
STARS · LAST 30 DAYS
5
PER DAY
#267
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +146 | +450 |
| Per day | 1 | 5 | 5 |
| Forks gained | +0 | +5 | +12 |
napkin-math gained 146 stars in the last 30 days, about 5 a day, and now has 5.8K. It is about 7 years old and has averaged roughly 832 stars a year. It ranks #267 among Rust repositories and #2,646 across all languages on GitHubRepo.
Trending Record
16
DAYS ON TRENDING
#4548
BEST RANK
Oct 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
napkin-math has maintained a continuous presence across global trending indexes, peaking at #4548. Below is the 30-day activity profile:
💡 Overview
napkin-math is an open-source project written in Rust: Techniques and numbers for estimating system's performance from first-principles.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Rust. 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 napkin-math⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
napkin-math 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 napkin-math 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 MIT license.
🚀 Getting Started
Install napkin-math using your package manager: `cargo install napkin-math`
Initialize your project workspace or configuration file for napkin-math.
Import napkin-math into your codebase or invoke it directly from your terminal.
Execute your test suite or run `napkin-math --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
sirupsen/napkin-math is currently ranked #2,646 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,641 | dependabot/dependabot-core | Ruby | ★ 5.8K | Compare ↗ |
| #2,642 | hashicorp/hcl | Go | ★ 5.8K | Compare ↗ |
| #2,642 | areal-project/AReaL | Python | ★ 5.8K | Compare ↗ |
| #2,644 | scenee/FloatingPanel | Swift | ★ 5.8K | Compare ↗ |
| #2,645 | holoviz/panel | Python | ★ 5.8K | Compare ↗ |
| #2,646 | sirupsen/napkin-math This Project | Rust | ★ 5.8K | |
| #2,647 | meta-pytorch/torchtune | Python | ★ 5.8K | Compare ↗ |
| #2,648 | ageerle/ruoyi-ai | Java | ★ 5.8K | Compare ↗ |
| #2,648 | crimera/piko | Java | ★ 5.8K | Compare ↗ |
| #2,650 | cloudflare/agents | TypeScript | ★ 5.8K | Compare ↗ |
| #2,651 | ossf/scorecard | Go | ★ 5.8K | Compare ↗ |
Frequently Asked Questions
What does napkin-math do? +
Techniques and numbers for estimating system's performance from first-principles
Is napkin-math actively maintained in 2026? +
Yes, napkin-math is actively maintained. The latest code push was recorded on Oct 27, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 5,821 stars and 10 open issues.
What language is napkin-math written in? +
The primary language is Rust. Topics include: software.
How many stars does napkin-math have? +
napkin-math has 5,821 stars and 240 forks on GitHub.
How does napkin-math rank among GitHub repositories? +
With 5,821 stars, sirupsen/napkin-math is ranked #2,646 globally across all repositories tracked on GitHubRepo and #267 among Rust projects.
What license is napkin-math distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
