experientiallabs/experiential
Experiential is the open source, zero markup gateway for BYOK, self-hosted and 1000+ marketplace models. It learns from your traffic to cut costs, recommend better models, and train a specialized model you own.
⚡ Executive Summary & Quick Facts
Authoritative Sourceexperiential is experiential is an open-source project written in Python: Experiential is the open source, zero markup gateway for BYOK, self-hosted and 1000+ marketplace models. It learns from your traffic to cut costs, recommend better models, and train a specialized model you own..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), experientiallabs/experiential has accumulated 16,579 GitHub stars and 300 forks. It is written in Python, licensed under Apache-2.0, and ranks #1,017 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | experientiallabs/experiential ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 16.6K stars · ⑂ 300 forks · #1,017 globally |
| Maintenance | ● Active (Last commit: Nov 12, 2026) · 162 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 100/100 · Grade A+Yes, experiential is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (1 days ago). Supported by 16,579 stars and 300 community forks, this repository holds a calculated health index of 100/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/experientiallabs/experiential?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/experientiallabs/experiential?utm_source=readme_badge) [](https://githubrepo.cloud/repo/experientiallabs/experiential?utm_source=readme_badge) [](https://githubrepo.cloud/repo/experientiallabs/experiential?utm_source=readme_badge) [](https://githubrepo.cloud/repo/experientiallabs/experiential?utm_source=readme_badge) [](https://githubrepo.cloud/repo/experientiallabs/experiential?utm_source=readme_badge)Momentum
+7.2K
STARS · LAST 30 DAYS
239
PER DAY
#184
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7.2K | +7.2K | +21.5K |
| Per day | 1025 | 239 | 239 |
| Forks gained | +68 | +68 | +15 |
experiential gained 7.2K stars in the last 30 days, about 239 a day, and now has 16.6K. It is about 1 year old and has averaged roughly 16.6K stars a year. It ranks #184 among Python repositories and #1,017 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#11
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
experiential has maintained a continuous presence across global trending indexes, peaking at #11. Below is the 30-day activity profile:
💡 Overview
experiential is an open-source project written in Python: Experiential is the open source, zero markup gateway for BYOK, self-hosted and 1000+ marketplace models. It learns from your traffic to cut costs, recommend better models, and train a specialized model you own.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 Python 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
$ pip install experiential⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
experiential coordinates its core functionality through a modular Python 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 experiential into Python 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 source license.
🚀 Getting Started
Install experiential using your package manager: `pip install experiential`
Initialize your project workspace or configuration file for experiential.
Import experiential into your codebase or invoke it directly from your terminal.
Execute your test suite or run `experiential --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
experientiallabs/experiential is currently ranked #1,017 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,012 | googleapis/mcp-toolbox | Go | ★ 16.7K | Compare ↗ |
| #1,013 | dagger/dagger | Go | ★ 16.6K | Compare ↗ |
| #1,014 | Lakr233/vphone-cli | Swift | ★ 16.6K | Compare ↗ |
| #1,015 | jashkenas/coffeescript | CoffeeScript | ★ 16.6K | Compare ↗ |
| #1,016 | briannesbitt/Carbon | PHP | ★ 16.6K | Compare ↗ |
| #1,017 | experientiallabs/experiential This Project | Python | ★ 16.6K | |
| #1,018 | FreshRSS/FreshRSS | PHP | ★ 16.6K | Compare ↗ |
| #1,018 | triggerdotdev/trigger.dev | TypeScript | ★ 16.6K | Compare ↗ |
| #1,020 | OpenRCT2/OpenRCT2 | C++ | ★ 16.5K | Compare ↗ |
| #1,021 | lwouis/alt-tab-macos | Swift | ★ 16.5K | Compare ↗ |
| #1,022 | k2-fsa/OmniVoice | Python | ★ 16.5K | Compare ↗ |
Frequently Asked Questions
What does experiential do? +
Experiential is the open source, zero markup gateway for BYOK, self-hosted and 1000+ marketplace models. It learns from your traffic to cut costs, recommend better models, and train a specialized model you own.
Is experiential actively maintained in 2026? +
Yes, experiential is actively maintained. The latest code push was recorded on Nov 12, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 100/100 (A+ rating) with 16,579 stars and 162 open issues.
What language is experiential written in? +
The primary language is Python. Topics include: software.
How many stars does experiential have? +
experiential has 16,579 stars and 300 forks on GitHub.
How does experiential rank among GitHub repositories? +
With 16,579 stars, experientiallabs/experiential is ranked #1,017 globally across all repositories tracked on GitHubRepo and #184 among Python projects.
What license is experiential distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
