Write comprehensive unit tests with proper assertions, mocking, edge case coverage, and test organization for existing codebases.
| Model | Provider | |||
|---|---|---|---|---|
| 1 | Claude Opus 4.6 | Anthropic | 94 | |
| 2 | GPT-5.3 Codex | OpenAI | 94 | |
| 3 | Claude Opus 4.5 | Anthropic | 90 | |
| 4 | Gemini 3 Pro | 86 | ||
| 5 | Claude Sonnet 4.6 | Anthropic | 84 | |
| 6 | GLM-5 | Zhipu AI | 80 | |
| 7 | GPT-5.2 | OpenAI | 80 | |
| 8 | Claude Sonnet 4.5 | Anthropic | 76 | |
| 9 | Gemini 2.5 Pro | 73 | ||
| 10 | MiniMax 2.5 | MiniMax | 73 |
Writes thorough unit tests with excellent edge case coverage and proper mocking patterns across testing frameworks.
MiniMax 2.5 handles code generation and debugging with surprising competence for its tier. Great for quick implementations, prototypes, and straightforward fixes without the premium price tag.
Review code for bugs, security vulnerabilities, performance issues, and adherence to best practices across multiple languages.
Identify and fix bugs in existing code, including logic errors, runtime exceptions, and integration issues across tech stacks.
Restructure existing code for improved readability, performance, and maintainability without changing external behavior.
Mid-Level | 2-3.5 hrs | $50-90/hr
