underclass: an OpenAI-compatible pooling proxy that pins sessions to one account (prompt cache stays warm), cools quota-exhausted subscriptions until their window resets, and fails fast with the earliest Retry-After when the whole pool is dry.
⚡ Executive Summary & Quick Facts
Authoritative Sourceunderclass is underclass is an open-source project written in Rust: underclass: an OpenAI-compatible pooling proxy that pins sessions to one account (prompt cache stays warm), cools quota-exhausted subscriptions until their window resets, and fails fast with the earliest Retry-After when the whole pool is dry.. It provides a free, self-hosted open-source alternative to OpenAI API & ChatGPT.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), ghuntley/underclass has accumulated 187 GitHub stars and 11 forks. It is written in Rust, licensed under MIT, and ranks #19,882 globally. It is actively maintained with the latest commit recorded on Oct 7, 2026.”
| Repository | ghuntley/underclass ↗ |
|---|---|
| Primary Category | openai |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 187 stars · ⑂ 11 forks · #19,882 globally |
| Maintenance | ● Active (Last commit: Oct 7, 2026) · 9 open issues |
| Replaces SaaS | Open Source OpenAI API & ChatGPT Alternative (Pay-per-token pricing with zero private data guarantees) → |
| 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: 88/100 · Grade AYes, underclass is actively maintained. Continuous telemetry recorded the last code commit on Oct 7, 2026 (36 days ago). Supported by 187 stars and 11 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (36 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#1,892
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
underclass gained 0 stars in the last 30 days, about 1 a day, and now has 187. It is about 1 year old and has averaged roughly 187 stars a year. It ranks #1,892 among Rust repositories and #19,882 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#509
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
underclass has maintained a continuous presence across global trending indexes, peaking at #509. Below is the 30-day activity profile:
💡 Overview
underclass is an open-source project written in Rust: underclass: an OpenAI-compatible pooling proxy that pins sessions to one account (prompt cache stays warm), cools quota-exhausted subscriptions until their window resets, and fails fast with the earliest Retry-After when the whole pool is dry.
Engineered for speed, consistency, and developer ease, it solves common hurdles in openai, openai-proxy-load-balancer. 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 underclass⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
underclass 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with underclass.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install underclass using your package manager: `cargo install underclass`
Initialize your project workspace or configuration file for underclass.
Import underclass into your codebase or invoke it directly from your terminal.
Execute your test suite or run `underclass --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
ghuntley/underclass is currently ranked #19,882 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,827 | suvamneog/jobradar | Python | ★ 188 | Compare ↗ |
| #19,827 | CIS-C0/RFSentinel | Kotlin | ★ 188 | Compare ↗ |
| #19,827 | RafaelNGP/psbox-cloud-gaming | C++ | ★ 188 | Compare ↗ |
| #19,827 | Gentleman-Programming/gentle-dot | TypeScript | ★ 188 | Compare ↗ |
| #19,827 | saulob/odin-sphere-leifthrasir-pc | C++ | ★ 188 | Compare ↗ |
| #19,882 | ghuntley/underclass This Project | Rust | ★ 187 | |
| #19,882 | rikrd/geomerative | Java | ★ 187 | Compare ↗ |
| #19,882 | dicom/ruby-dicom | Ruby | ★ 187 | Compare ↗ |
| #19,882 | mit-carbon/Graphite | GLSL | ★ 187 | Compare ↗ |
| #19,882 | benwbrum/fromthepage | Ruby | ★ 187 | Compare ↗ |
| #19,882 | mozilla/mozregression | Python | ★ 187 | Compare ↗ |
Frequently Asked Questions
What does underclass do? +
underclass: an OpenAI-compatible pooling proxy that pins sessions to one account (prompt cache stays warm), cools quota-exhausted subscriptions until their window resets, and fails fast with the earliest Retry-After when the whole pool is dry.
Is underclass actively maintained in 2026? +
Yes, underclass is actively maintained. The latest code push was recorded on Oct 7, 2026 (36 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 187 stars and 9 open issues.
What language is underclass written in? +
The primary language is Rust. Topics include: openai, openai-proxy-load-balancer.
How many stars does underclass have? +
underclass has 187 stars and 11 forks on GitHub.
How does underclass rank among GitHub repositories? +
With 187 stars, ghuntley/underclass is ranked #19,882 globally across all repositories tracked on GitHubRepo and #1,892 among Rust projects.
What license is underclass distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
