Code Generation Recommendation: Gemini 2.0 Flash Thinking
Code Generation → Gemini 2.0 Flash Thinking
Use Case Overview
Gemini 2.0 Flash Thinking by Google is a recommended option for the Code Generation use case.
Recommended Models
| Rank | Vendor | Context Window | Score |
|---|---|---|---|
| #8 | 1048K | 37/100 |
Performance Analysis
Benchmark Performance
| Benchmark | Score |
|---|---|
| MMLU | 86.5 |
| HUMANEVAL | 87.2 |
| GSM8K | 91.3 |
| MATH | 56.6 |
| BBH | 87.9 |
| GPQA | 61.0 |
Strengths
- MMLU score 86.5, strong knowledge reasoning.
- HumanEval 87.2, excellent code generation.
- GSM8K 91.3, robust math reasoning.
- Input Modalities: text, image, audio.
Requirements
- API key from google
- Input length within 1048K context window