Data Analysis Recommendation: o1 Preview
Data Analysis → o1 Preview
Use Case Overview
o1 Preview by Openai is a recommended option for the Data Analysis use case.
Recommended Models
| Rank |
Vendor |
Context Window |
Score |
| #7 |
Openai |
128K |
37/100 |
| Benchmark |
Score |
| MMLU |
85.3 |
| HUMANEVAL |
90.1 |
| GSM8K |
92.5 |
| MATH |
71.5 |
| BBH |
84.5 |
| GPQA |
57.7 |
Strengths
- MMLU score 85.3, strong knowledge reasoning.
- HumanEval 90.1, excellent code generation.
- GSM8K 92.5, robust math reasoning.
Requirements
- API key from openai
- Input length within 128K context window