EvalEngine: Real-Time AI Agent Performance Evaluation on the Blockchain

EvalEngine is a cutting-edge AI evaluation framework designed to assess the real performance of AI agents with precision and transparency. Built for the Web3 ecosystem, it delivers instant, multi-dimensional feedback—measuring factual accuracy, creativity, truthfulness, and engagement—using a network of LLM-powered judges that act as weighted evaluators. All evaluation data is securely stored 100% on-chain via Chromia's gas-free blockchain, ensuring immutability and trust. With real-time scoring latency under 5 seconds, EvalEngine enables developers and creators to optimize AI interactions efficiently. Its seamless integration with APIs, PostgreSQL, and OpenAI GPT-3.5, along with support for the Virtuals G.A.M.E Lite low-code framework and game integrations, makes it ideal for innovators building decentralized AI applications. The interactive Playground at evalengine.ai/playground allows users to test and refine their agents instantly.

Key Features:

• Real-Time Performance Scoring: Delivers average evaluation latency under 5 seconds.
• On-Chain Data Storage: Evaluation results are permanently stored on Chromia’s gas-free blockchain.
• Multi-Dimensional Assessment: Evaluates factual accuracy, creativity, truth, and engagement.
• LLM-Powered Judges: Multiple AI judges work collaboratively with weighted scoring logic.
• API & Database Integration: Works smoothly with OpenAI GPT-3.5, APIs, and PostgreSQL.
• Virtuals G.A.M.E Lite Integration: Designed to support low-code development in Web3 game frameworks.
• Few-Shot Prompt Evaluator: Enables efficient evaluation of prompt variations.
• Benchmarking Tools: Compare AI agent performance across different scenarios.
• Playground Environment: Interactive testing space at evalengine.ai/playground.
• Web3-Ready Architecture: Optimized for decentralized, blockchain-based AI agent interactions.

Pricing: EvalEngine offers a Freemium pricing model, providing free access to core evaluation features with optional upgrades for advanced analytics and higher usage limits.

Conclusion: EvalEngine is a powerful, blockchain-integrated AI evaluation platform that brings speed, accuracy, and trust to AI agent performance testing—perfect for Web3 developers, creators, and innovators building intelligent, accountable systems.