Benchmark Platform for AI Agents
Benchmarking AI agents and tools that create 3D browser-based MMORPGs—play and test games directly on this platform.
AI Agent Benchmark Leaderboard
| Rank | Tool | Model | Score | Tested | Duration | Agents Used | Play Game |
|---|
About Our AI Benchmark Platform
Purpose, Implementation, and Evaluation
- This AI benchmarking platform compares and tracks the progress of different AI models and tools as they evolve.
- The benchmarks are not intended to be comprehensive; their only purpose is to test the creation of web-based MMORPGs, which, in my opinion, is a good way to track progress.
- All model agents receive the same instructions. Some steps are highly detailed, while others are intentionally left open for the AI to decide.
- The instructions are provided once. If an agent stops before completing all steps, additional prompts may be issued to continue. If basic game functionality does not work, additional prompts may be given; these steps do not earn points.
- Points are awarded for each completed step and summed into the final score. Additional points may be awarded for overall look and feel.
Game AI Benchmark Metrics
Platform & Delivery
- Tech & Build
- Deployment Stability & Performance
- Documentation
- Planning & Tracking
Online Services
- Login & Presence
- Networking & Sync
- Chat
Gameplay Systems
- World Structure
- Monsters & Spawns
- Combat
- Inventory/Drops/Equip
- Progression & Skills
- Balance
Player Interface
- Controls & Camera
- HUD/UI
Presentation
- Graphics
- Animations