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Simreal-AI/MathmoBench

[Public preview] An advanced AI Benchmark for math, produced by mathmo at St John's College, Cambridge.

Python ◇ ai-evaluation Apache-2.0
★102STARS
⑂8FORKS
!0ISSUES
🏆#7,573GLOBAL RANK
🔥2DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for Simreal-AI/MathmoBench
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#894

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

MathmoBench gained 10 stars in the last 30 days, about 1 a day, and now has 102. It is about 1 year old and has averaged roughly 102 stars a year. It ranks #894 among Python repositories and #7,573 across all languages on GitHubRepo.

Trending Record

MathmoBench has maintained a continuous presence across global trending indexes, peaking at #6496. Below is the 30-day activity profile:

💡 Overview

MathmoBench is an open-source project written in Python: [Public preview] An advanced AI Benchmark for math, produced by mathmo at St John's College, Cambridge.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-evaluation, benchmark, combinatorics. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install MathmoBench

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

MathmoBench 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

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with MathmoBench.

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

1

Install MathmoBench using your package manager: `pip install MathmoBench`

2

Initialize your project workspace or configuration file for MathmoBench.

3

Import MathmoBench into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `MathmoBench --help` to verify successful setup.

👍 Strengths

Active community backing with 102 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 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

Simreal-AI/MathmoBench is currently ranked #7,573 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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#7,573 Simreal-AI/MathmoBench This Project Python ★ 102
#7,573 mbleigh/uberkit Ruby ★ 102 Compare ↗
#7,573 macournoyer/min Java ★ 102 Compare ↗
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Frequently Asked Questions

What does MathmoBench do? +

[Public preview] An advanced AI Benchmark for math, produced by mathmo at St John's College, Cambridge.

What language is MathmoBench written in? +

The primary language is Python. Topics include: ai-evaluation, benchmark, combinatorics, public-preview, simreal.

Is MathmoBench actively maintained? +

Yes, the last recorded push was on Sep 24, 2026 with 0 open issues being tracked.

How many stars does MathmoBench have? +

MathmoBench has 102 stars and 8 forks on GitHub.

How does MathmoBench rank among GitHub repositories? +

With 102 stars, Simreal-AI/MathmoBench is ranked #7,573 globally across all repositories tracked on GitHubRepo and #894 among Python projects.

What license is MathmoBench distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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