polymarket-paper-trader
★ 492
vs
mini-swe-agent
★ 8.7k
polymarket-paper-trader vs mini-swe-agent
polymarket-paper-trader: Polymarket Paper Trader provides a zero-risk simulated environment for AI agents to practice and evaluate trading strategies on real prediction market data. It offers faithful market mechanics, including live order books and official fees, to benchmark decision intelligence without financial risk.; mini-swe-agent: Mini-SWE-agent is a lightweight, 100-line AI agent designed to solve GitHub issues and more, offering a simplified yet performant alternative to larger coding agents. It focuses on minimalism, high performance on benchmarks like SWE-bench, and easy deployment across various environments.
01
TL;DR
polymarket-paper-traderDev Tooling · ★ 492
Develop and test AI trading strategies against live prediction market data without financial exposure.
mini-swe-agentCode Assistant · ★ 8.7k
When to choose:
- You are researching autonomous software engineering agents and want a radically minimalist, 100-line Python codebase that scores >74% on SWE-bench.
- You want to build or hack custom automated issue-resolution loops without the bloat of massive monorepos or complex tool-calling abstractions.
When to skip:
- You need a polished, interactive daily driver with full terminal UI, undo history, and syntax diff overlays (Aider or Claude Code are built for daily coding).
- You require multi-agent orchestration or enterprise-scale semantic codebase knowledge graphs.
02
Side-by-Side Comparison
Field
polymarket-paper-tradermini-swe-agentCategory
Dev Tooling
Code Assistant
Stars
★ 492
★ 8.7k
License
MIT
MIT
Install Command
pip install polymarket-paper-trader
pip install mini-swe-agent
Updated
3d ago
4d ago
Open Source
Yes
Yes
Tags
Prediction Markets, AI Agents, Paper Trading
AI Agent, Python, Software Engineering
03
Features
polymarket-paper-trader01Zero-risk paper trading on live Polymarket order books.
02Comprehensive evaluation of AI agent performance using metrics like Brier score and calibration.
03Supports multiple accounts for A/B testing and agent comparison.
04Simulates real market mechanics including slippage, official fees, and order book execution.
05Provides an MCP (Model Context Protocol) server for seamless integration with various AI agent runtimes.
mini-swe-agent01Minimal code (approx. 100 lines of Python)
02High performance (>74% on SWE-bench verified benchmark)
03Easy deployment and sandboxing (Docker, Podman, Singularity)
04Utilizes only Bash tools, avoiding complex tool-calling interfaces
05Linear history for simplified debugging and fine-tuning
04
Use Cases
polymarket-paper-trader↳Develop and test AI trading strategies against live prediction market data without financial exposure.
↳Benchmark and compare the performance of different AI models or strategies in a controlled environment.
↳Integrate with popular AI agent frameworks (e.g., LangChain, CrewAI) to give agents prediction market trading capabilities.
↳Learn about prediction market mechanics and dynamics in a simulated, consequence-free setting.
mini-swe-agent↳Researchers for benchmarking, fine-tuning, or RL experiments without bloat
↳Developers who want to own, understand, and modify their AI tools
↳Engineers needing a trivial-to-sandbox and deployable solution anywhere
05
Best For
polymarket-paper-traderHidden Gem
mini-swe-agentTrending
FAQ
FAQ
What is the difference between polymarket-paper-trader and mini-swe-agent?
Both polymarket-paper-trader and mini-swe-agent are in the Dev Tooling category. polymarket-paper-trader has 492 stars, while mini-swe-agent has 8.7k stars.
Which is better, polymarket-paper-trader or mini-swe-agent?
The best choice depends on your use case. Choose polymarket-paper-trader if Develop and test AI trading strategies against live prediction market data without financial exposure., and mini-swe-agent if Researchers for benchmarking, fine-tuning, or RL experiments without bloat.
Is polymarket-paper-trader free or open source?
Yes, polymarket-paper-trader is open source on GitHub (MIT).
Is mini-swe-agent free or open source?
Yes, mini-swe-agent is open source on GitHub (MIT).
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