GitHub Copilot
GraduatedAI pair programmer integrated into every major IDE
Industry standard for AI-assisted coding. GPT-4o and Claude-powered completions, chat, and agent mode for autonomous task completion. Works across 20+ languages with deep IDE integration.
Cursor
GraduatedAI-first code editor built on VS Code with multi-model support
Redefined AI coding with Composer mode, multi-file editing, and codebase-aware context. Supports Claude, GPT-4o, and custom models. Go-to for power users wanting maximum AI capability.
Claude Code
GraduatedAnthropic's agentic coding tool for terminal-based development
Agentic coding from the terminal with full repo understanding. Excels at multi-file refactors, test writing, and complex architectural changes. Best for developers who prefer CLI workflows.
DeepSeek Coder V3
GraduatedTop open-source code model with 236B MoE architecture
Best open-weight code model. Matches proprietary models on HumanEval and SWE-bench. Cost-effective for self-hosted code generation and completion at scale.
Qwen3 Coder
IncubatingAlibaba's code-specialised model with 80B parameters
Strong code generation especially for Python and JavaScript. Excellent multilingual code comments and documentation. Self-hostable on 2ร A100 GPUs.
Codestral
IncubatingMistral's 22B code model optimised for low-latency FIM
Excellent fill-in-the-middle completions with very low latency. Best for IDE integration where speed matters. 32K context window covers most files. EU data residency available.
Windsurf
IncubatingAI-native IDE (formerly Codeium) with Cascade agentic flows
Strong Copilot alternative with Cascade for multi-step agentic coding. Generous free tier. Good for teams wanting an all-in-one AI IDE without per-seat Copilot costs.
CodeLlama 70B
GraduatedMeta's code-specialised Llama variant for generation and infilling
Solid foundation for code tasks, now superseded by DeepSeek Coder V3 and newer models. Still widely deployed. Python-specialised variant useful for data science workflows.
StarCoder 2
IncubatingBigCode open-source code model trained on The Stack v2
Truly open model with transparent training data provenance. Good baseline for fine-tuning on proprietary codebases. 15B variant runs on consumer GPUs.
Amazon Q Developer
IncubatingAWS's AI coding assistant with deep cloud integration
Best for AWS-heavy teams. Code transformation (Java 8โ17) is a killer feature. Inline completions decent but behind Copilot. Free tier available.
Tabnine
IncubatingPrivacy-first AI code assistant with on-premise deployment
Best for enterprises requiring complete code privacy โ models run fully on-prem. Completion quality behind Copilot but improving. Strong compliance story for regulated industries.
Replit AI
SandboxIn-browser AI coding with instant deployment
Unique proposition: code, run, and deploy entirely in the browser with AI. Agent mode can build apps from prompts. Best for rapid prototyping, less suited for enterprise codebases.