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Plotly Studio Benchmarks:
AI Dashboard Creation & Cloud Hosting

Benchmark Hero Image

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 CI benchmark against 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.

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

302 Apps Generated Daily (302 datasets × 3 attempts each)

Total Datasets
302
302 total attempts
Success Rate
92.5%
CI: 89.0-96.0%
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 302 AI-generated dashboards across 21 categories

Built-in Python Datasets

4 datasets

Business & Operations

19 datasets

Climate & Environmental

11 datasets

Computer Vision & Imaging

1 dataset

Education & Learning Analytics

6 datasets

Energy & Utilities

5 datasets

Famous & Canonical

19 datasets

Finance & Economics

20 datasets

Geospatial Data

15 datasets

Government & Public Services

46 datasets

Life Sciences & Biology

4 datasets

Machine Learning Benchmarks

9 datasets

Manufacturing & R&D

9 datasets

Marketing & Growth

5 datasets

Natural Language & Text

5 datasets

Open-Source Community

38 datasets

Public Health & Epidemiology

16 datasets

Social Science & Demographics

39 datasets

Sports & Recreation

23 datasets

Supply Chain & Logistics

7 datasets

Time Series & Forecasting

1 dataset

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