About PlayBench
PlayBench is an open-source AI benchmark platform designed to evaluate and compare the performance of different language models across various tasks that test strategic thinking, creativity, and problem-solving abilities.
What is PlayBench?
PlayBench is a platform that evaluates AI models by having them compete in various games and creative tasks. Unlike traditional benchmarks that focus on text generation quality or factual knowledge, PlayBench tests models on skills like strategic thinking, pattern recognition, and creative problem-solving.
Each benchmark is designed to measure specific aspects of AI capability:
Rock Paper Scissors
Tests a model's ability to recognize patterns, adapt strategies based on opponent behavior, and apply game theory principles in a competitive environment.
SVG Drawing
Evaluates a model's visual creativity, spatial understanding, and ability to generate clean, optimized vector graphics based on textual prompts.
Chess
Coming SoonWill assess a model's long-term planning, positional evaluation capabilities, and ability to reason through complex decision trees.
Our Approach
Fair Competition
We ensure all models compete under identical conditions with the same prompts and evaluation criteria. Our ELO rating system provides a fair ranking that adjusts based on the strength of opponents.
Each benchmark runs multiple matches between models to ensure statistical significance in the results. Models play hundreds of rounds to reveal their true capabilities.
Transparent Methodology
Our entire benchmark platform is open-source, allowing anyone to verify our methods and reproduce our results. We believe transparency builds trust in benchmark results.
Detailed match histories and performance analytics are available for every model, giving insights into their strategies and decision-making processes.
Open Source
PlayBench is fully open-source, allowing researchers and developers to verify our methodology, contribute improvements, or adapt the platform for their own needs.
Web Interface
The web interface code that powers this website is available on GitHub. This includes all views, controllers, and dashboard components.
Benchmark Code
The code used to run the benchmarks and evaluate models will be available soon in the same repository.
About Playsaurus
PlayBench is developed by Playsaurus, a game development company with a passion for artificial intelligence and its applications.
While our primary focus is on creating engaging games, we're also deeply interested in exploring how AI can enhance creativity, problem-solving, and game design. PlayBench represents our contribution to understanding AI capabilities in areas that matter to us.
We believe in the power of open platforms and collaborative research to advance our understanding of AI, and we're excited to share PlayBench with the broader AI community.
Future Plans
PlayBench is an evolving platform. Here's what we're working on next:
New Benchmarks
We're working on the Chess benchmark, with plans to add more creative and strategic tasks in the future.
Expanded Model Coverage
We aim to include more AI models in our benchmarks, including both commercial and open-source options.
Advanced Analytics
We're developing more sophisticated analysis tools to gain deeper insights into model behavior and decision-making processes.
Community Contributions
We welcome contributions from the AI research community to improve our benchmarks and develop new evaluation methodologies.