Your AI analyst for weather and

Your AI analyst for weather and

climate research

climate research

No code. No APIs. Ask in any language.

An electrician wearing a yellow hard hat

Get the data

Get the data

without code

without code

Ask for the data you need in any language. Kumo can help you get:

You can also download the result as CSV or TXT.

You can also download the result as CSV or TXT.

Ask for the

Ask for the

analysis

analysis

Getting data is only the first step.

  • compare models

  • compare forecasts and observations

  • measure forecast error

  • find trends

  • calculate averages

  • study uncertainty

  • build tables

  • make charts

It can do both simple and deeper analysis in the same workflow.

Ask the question.

Ask the question.

Kumo writes the Python.

Kumo writes
the Python.

You do not need to start from a blank notebook. Kumo can write and run Python for:

You do not need to start from a blank notebook. Kumo can write and run Python for:

regression analysis

machine learning

data cleaning

correlation analysis

summary statistics

custom calculations

time series analysis

forecast error analysis

chart making

regression analysis

machine learning

data cleaning

correlation analysis

time series analysis

summary statistics

forecast error analysis

custom calculations

chart making

time series analysis

This helps when you want real analysis, not just a download.

Built for

Built for

students

students

Students often know what they want to study.
They just lose time on setup.

Students often know what they want to study.
They just lose time on setup.

Kumo helps students:

get data fast

clean messy files

make charts

run regressions

compare places and dates

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This is useful for:

class projects

theses

capstones

lab reports

early research work

Built for

Built for

researchers

researchers

Researchers often need more than one dataset. They need to:

Test ideas

Compare models

Ceck forecast skill

Study uncertainty

Study uncertainty

Run statistics

Run statistics

Build repeatable workflow

Kumo helps with that in one place. It can retrieve data, compare outputs,
run code, and prepare files you can keep using.

Kumo helps with that in one place. It can retrieve data, compare outputs,
run code, and prepare files you can keep using.

Why students
and researchers

Why students
and researchers

choose Kumo

choose Kumo

No-code first

Get started without APIs.

Python when needed

Run deeper analysis without writing everything yourself.

Access to 40+ weather and climate models

Compare many models in one workflow.

Result in a minute

Ask in a chat. Get results in a minute.

Easy to start

Useful for both beginners and advanced users.

Collaborative Workspace

Example prompts

For assignments

Show hourly temperature and rainfall for this city last summer.

Show hourly temperature and rainfall for this city last summer.

Compare air quality in these three cities this month.

Compare air quality in these three cities this month.

Make a chart of daily temperature for this site.

Make a chart of daily temperature for this site.

Calculate monthly average rainfall from this dataset.

Calculate monthly average rainfall from this dataset.

Run a regression between temperature and electricity demand.

Run a regression between temperature and electricity demand.

Export the result as CSV.

Export the result as CSV.

For research projects

Compare ECMWF, GFS, and ICON for this location.

Compare ECMWF, GFS, and ICON for this location.

Compare historical forecast and observed weather for this site.

Compare historical forecast and observed weather for this site.

Rank models by forecast error for this region.

Rank models by forecast error for this region.

Summarize the uncertainty range in this ensemble forecast.

Summarize the uncertainty range in this ensemble forecast.

Generate Python code to clean this dataset and make a figure.

Generate Python code to clean this dataset and make a figure.

Pricing

Pricing

Free Plan


Free


Features Included:

Icon

Up to 3 queries

Icon

Try Kumo on a real research question

Icon

Ask for data, analysis, or code

Icon

Download results as CSV or TXT

Unlimited Plan


$4.99

per month

Features Included:

Icon

Unlimited queries

Icon

No-code weather and climate data access

Icon

Python code generation and execution

Icon

Regression analysis and machine learning workflows

Icon

Access to 40+ weather and climate models

Icon

Model comparison and forecast error analysis

Icon

Downloadable CSV and TXT outputs

Free Plan

Free


Features Included:

Icon

Up to 3 queries

Icon

Try Kumo on a real research question

Icon

Ask for data, analysis, or code

Icon

Download results as CSV or TXT

Unlimited Plan

$4.99

per month

Features Included:

Icon

Unlimited queries

Icon

No-code weather and climate data access

Icon

Python code generation and execution

Icon

Regression analysis and machine learning workflows

Icon

Access to 40+ weather and climate models

Icon

Model comparison and forecast error analysis

Icon

Downloadable CSV and TXT outputs

Free Plan


Free


Features Included:

Icon

Up to 3 queries

Icon

Try Kumo on a real research question

Icon

Ask for data, analysis, or code

Icon

Download results as CSV or TXT

Unlimited Plan


$4.99

per month

Features Included:

Icon

Unlimited queries

Icon

No-code weather and climate data access

Icon

Python code generation and execution

Icon

Regression analysis and machine learning workflows

Icon

Access to 40+ weather and climate models

Icon

Model comparison and forecast error analysis

Icon

Downloadable CSV and TXT outputs

Kumo

Meet Kumo — your autonomous assistant for weather-driven decisions.

Kumo automatically analyzes weather data and tells you what it means for your business.

Join our newsletter

Kumo

Meet Kumo — your autonomous assistant for weather-driven decisions.

Kumo automatically analyzes weather data and tells you what it means for your business.

Join our newsletter