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AI Model Evaluations

Explore our collection of AI model evaluations across different benchmarks, tasks, and use cases. Compare performance metrics and find the right model for your specific needs.

💊 Magicpill Labs Demo Report

This is a regularly updated eval that demonstrates a vareity of features from our python SDK and showcases multiple AI models tested against each other on a growing list of problems.

April 6, 2025 General
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🍓 R-Bench: Letter Counting Challenge

R-Bench expands on the classic strawberry problem and focuses on extra logic problems for LLMs centered around counting the letter R.

April 14, 2025 Reasoning
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Coding Assistant Comparison

Evaluating code quality, accuracy, and security aspects of popular AI coding assistants across multiple programming languages.

Coming Soon Development

Healthcare NLP Models

Benchmarking specialized healthcare models on medical literature comprehension, diagnosis assistance, and medical terminology accuracy.

Coming Soon Healthcare

Multimodal Model Analysis

Comparing performance of models that handle text, images, and audio inputs for creative content generation and accuracy.

Coming Soon Multimodal

Hallucination Detection

Measuring and comparing hallucination rates across major commercial LLMs with techniques for detection and prevention.

Coming Soon Safety

Enterprise AI Agents

Evaluating autonomous AI agent capabilities for business workflows including tool use, decision making, and multi-step reasoning.

Coming Soon Enterprise