What LLMs Can Do

Natural dialogue with high context awareness and multilingual capabilities

Feature	Claude 3 Opus	GPT-4 Turbo	Gemini 1.5 Pro
Context Awareness Maintains context across conversation turns	✓Full 200k token context	✓Full 128k token context	✓Full 1M token context
Multilingual Support for multiple languages	✓Full 100+ languages	✓Full All major languages	✓Full All major languages

Complex reasoning, mathematical problem-solving, and logical deduction

Feature	Claude 3 Opus	GPT-4 Turbo	Gemini 1.5 Pro
Mathematical Reasoning Solving complex mathematical problems	✓Full Highest MMLU math	✓Full 90th percentile UBE	◐Partial MMLU-Pro 76.4%
Logical Deduction Step-by-step logical reasoning	✓Full 93.7% HumanEval score	✓Full Advanced reasoning	✓Full Strong reasoning

Real-time code suggestions with multi-language support and context awareness

Feature	GitHub Copilot	Cursor	Windsurf	All Hands
Real Time Suggestions Intelligent code suggestions in real-time	✓Full Real-time completions	✓Full Context-aware suggestions	✓Full Smart completions	◐Partial Basic suggestions
Multi Language Support for multiple programming languages	✓Full 40+ languages	✓Full All major languages	◐Partial Major languages	◐Partial Major languages
Context Aware Understanding project context and dependencies	✓Full Full repository context	✓Full Codebase understanding	✓Full Full repo context	✓Full Team context aware

Code refactoring and optimization with AI-powered improvements

Feature	GitHub Copilot	Cursor	Windsurf	All Hands
Refactoring Automated code refactoring and improvements	◐Partial Basic refactoring	✓Full AI-powered edits	✓Full Smart transformations	◐Partial Collaborative improvements
Bug Fixing Automated bug detection and fixing	✓Full Advanced bug detection	✓Full Smart bug fixing	✓Full Automated fixes	✗None

Automated code review and analysis of pull requests

Feature	GitHub Copilot	Cursor	Windsurf	All Hands
Automated Review AI-powered code review comments	◐Partial Through Copilot Chat	◐Partial Basic review	✓Full Comprehensive review	✓Full Team-focused review
Security Analysis Identifying security issues and vulnerabilities	✓Full Security features	✗None	◐Partial Basic security checks	◐Partial Basic security review

Autonomous development and task planning capabilities

Feature	GitHub Copilot	Cursor	All Hands
Autonomous Development Independent code development capabilities	◐Partial Basic automation	✓Full Advanced autonomous coding	✓Full Full autonomous development
Task Planning Planning and organizing coding tasks	◐Partial Basic planning	✓Full Advanced task planning	✓Full Team-aware planning

Understanding and analyzing visual content

Feature	Gemini Ultra	Gemini 1.5 Pro	GPT-4V	Claude 3 Opus
Image Understanding Detailed analysis of image content and context	✓Full Advanced multimodal	✓Full Advanced visual processing	✓Full High-res image analysis	✓Full Detailed visual comprehension
Ocr Capabilities Text extraction from images	✗None	◐Partial Basic text extraction	✓Full Advanced OCR	✓Full Mathematical notation

Processing and understanding audio input

Feature	Gemini Ultra	Gemini 1.5 Pro
Speech Recognition Converting speech to text with high accuracy	✓Full Advanced speech recognition	✓Full Multiple languages

Understanding relationships between different types of input

Feature	Gemini 1.5 Pro	GPT-4V	Claude 3 Opus
Visual Reasoning Complex reasoning about visual information	✓Full Cross-modal understanding	✓Full Visual reasoning	✓Full Diagram analysis
Multimodal Generation Generating responses combining multiple modalities	✓Full Text and image generation	◐Partial Text-based responses only	◐Partial Text-based responses only