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Plotly Studio Benchmarks:
The Gold Standard for Automated Data Analysis with AI

Plotly Studio combines dynamic data exploration with AI agents to build interactive data visualizations and dashboards in minutes. While most AI tools require prompt engineering to get a basic chart, Plotly Studio is built for production-grade reliability.

Every day, we run a grueling CI benchmark against 150 of the most popular and complex real-world datasets spanning finance, healthcare, scientific research, and other domains. Each dataset receives three generation attempts for statistical consistency, with zero human guidance or prompts. Our 99.1% success rate means that you can trust Plotly Studio to handle heavy lifting for data analysis.

When you connect your data to Plotly Studio, you get an interactive app based on your data structure and context, suggestions for relevant visualizations, and beautiful visualizations following analytics best practices. From there, you can refine using natural language or Python code.

Browse the results of our benchmark tests below to see how Plotly Studio handles different data types and use cases. Download the underlying data, examine the generated code, or connect your own dataset to see what Plotly Studio builds for you.

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All Plotly Charts Are Interactive by Default

Every dashboard generated by Plotly Studio includes fully interactive charts. Hover over data points, zoom, pan, and explore your data dynamically. Try it below!

👆 Hover, click, zoom, and drag to explore this interactive chart

Benchmark Results Summary

111 Apps Generated Daily (111 datasets × 3 attempts each)

Total Datasets
111
111 total attempts
Success Rate
99.1%
CI: 97.0-100.0%
Median Generation Time
98s
Across all attempts
Rows
32 - 100K
min - max
Columns
3 - 45
min - max
File Size
1 KB - 25 MB
min - max

Categories

Generated Apps Gallery

Browse 111 AI-generated dashboards across 20 categories

Business & Operations

12 datasets

Climate & Environmental

7 datasets

Education & Learning Analytics

3 datasets

Energy & Utilities

5 datasets

Famous & Canonical

10 datasets

Finance & Economics

14 datasets

Geospatial Data

8 datasets

Government & Public Services

6 datasets

Life Sciences & Biology

2 datasets

Machine Learning Benchmarks

2 datasets

Manufacturing & R&D

9 datasets

Marketing & Growth

2 datasets

Natural Language & Text

1 dataset

Open-Source Community

4 datasets

Public Health & Epidemiology

5 datasets

R example data

1 dataset

Social Science & Demographics

12 datasets

Sports & Recreation

5 datasets

Supply Chain & Logistics

2 datasets

Time Series & Forecasting

1 dataset

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