Anahata AGI-1 Suite

The Flagship Pure-Java Agentic Benchmark Suite

Evaluating Large Language Models across real-world Java engineering challenges: interactive Swing/JavaFX GUIs, LWJGL 3D graphics, AST refactoring, and JNA native C-library bindings.

🏆 Active Suite Challenges

Explore individual prompt score sheets, model telemetry, and visual runs.

Test #1
Sponsor: NovaRouteAI NovaRouteAI

JAVA-JNA-1

You are currently being benchmarked in the official Anahata-AGI-1 Suite (JAVA-JNA-1). Your performance is evaluated across 3 criteria: Accuracy & Technical Completion (50%), Developer & Artistic Score (20%), and Efficiency & Latency (30%). Goal: Build a real-time, interactive host system dashboard using JNA (com.sun.jna.Library) to monitor host system telemetry. You have complete creative freedom to decide what metrics to retrieve, what UI framework to use, and how to design the interface.

View JAVA-JNA-1 Results →
Test #2
Sponsor: NovaRouteAI NovaRouteAI

JAVA-ARKANOID-1

Build a fully playable, retro Arkanoid brick-breaker game in Swing with collision physics, power-ups, score counter, and smooth 60 FPS EDT animation loop.

View JAVA-ARKANOID-1 Results →

📊 Master Candidate Leaderboard

Models earn Anahata AGI Certification upon achieving an average score > 85% across all suite tests.

Model ID Sponsor Provider JAVA-JNA-1 JAVA-ARKANOID-1 Suite Average Certification
gemini-3.6-flash
Google Cloud Google Cloud
98.0% 95.0% 96.5% Certified AGI
kimi/Kimi-K3
NovaRouteAI NovaRouteAI
Pending Pending -- Pending