Coding Assistant Recommendation: Claude 3.5 Sonnet (2024-10-22)
Coding Assistant → Claude 3.5 Sonnet (2024-10-22)
Use Case Overview
Claude 3.5 Sonnet (2024-10-22) by Anthropic is a recommended option for the Coding Assistant use case.
Recommended Models
| Rank | Vendor | Context Window | Score |
|---|
| #2 | Anthropic | 200K | 77/100 |
| Benchmark | Score |
|---|
| MMLU | 87.2 |
| HUMANEVAL | 86.1 |
| GSM8K | 94.0 |
| MATH | 75.1 |
| BBH | 84.2 |
| GPQA | 50.9 |
Strengths
- MMLU score 87.2, strong knowledge reasoning.
- HumanEval 86.1, excellent code generation.
- GSM8K 94.0, robust math reasoning.
- Context window 200K.
Requirements
- API key from anthropic
- Input length within 200K context window