Set Up Your Free Trial with AG2 on Snowflake
Obtaining access to AG2 data on Snowflake is easy:
- Provide your sales representative with your Snowflake Data Sharing Account Identifier.
- Get access to all our available trial data that you would like.
New to snowflake? No problem, we have an entire Snowflake Help Page giving you everything you need to get started.
Happy with your trial? We’ll seamlessly upgrade you to a full subscription access. Yes, it’s that easy.
Don’t have a Snowflake account?
Not a problem. In January of 2026, we will launch a new way of accessing our data in Snowflake, without a Snowflake login, getting you one step closer the data you need.
- Get fast, direct access to vast historical weather insights. No downloads, no infrastructure to manage, just powerful analytics at your fingertips.
- No need to manage files or build complex pipelines. Everything is live, query-ready, and built for speed.
- Better decision-making with historical weather intelligence allows you to streamline the building of your own proprietary models.
- Your information is secure, reliable, and governed through Snowflake’s built-in controls.
- Click the flier to download our PDF.
- NEW data sets being added. Our most recent additions as of Dec 2025 are:
- *NEW* GFS/ECM/GEM Daily Forecasts (Forecast Analysis)
- *NEW* GFS/ECM/GEM Weighted Degree Day Forecasts
- *NEW* GFS/ECM/GEM Weighted ISO/Country Forecasts
At AG2, we do more than deliver weather forecasts, we empower energy professionals to make faster, smarter, and more confident decisions that directly impact their bottom line. Here’s what sets Atmospheric G2 apart:
Smarter Trading, Higher Returns
Whether it’s pinpointing the best hours to charge and discharge batteries or making confident multi-million-dollar trades, AG2 data directly improves profitability. Our clients report:
1–5% increases in trade profits
50% reduction in reporting and modeling time
Confidence at Every Time Scale
From hourly updates to seasonal and sub-seasonal forecasts, AG2 equips users with the tools to confidently manage both short-term market volatility and long-term risk. Our probabilistic data and long-range forecasts help hedge, plan, and position with foresight.
Expert Support, Human Connection
We’re more than a data provider. Our meteorologists and technical team are accessible, responsive, and deeply trusted. Clients know they can call us during high-stakes moments, like a polar vortex or tropical storm, and get reliable, personalized guidance.
Tech That Integrates Seamlessly
Our flexible APIs and Snowflake integration make it easy to pull AG2 data into your own tools. From automated dashboards to accelerated reporting, we save your team time every day.
Global Awareness, Local Impact
Our forecasts cover international markets and help traders anticipate how global weather events, like European cold snaps or Gulf Coast storms, will ripple through U.S. energy markets and pricing.
A True Partner in Risk Management
AG2 isn’t just another vendor. We are a trusted partner, valued for our transparency, innovation, and ability to translate complex forecasts into decisive action. Our clients don’t just use our tools — they trust our people.
Data. Where you need it.
AG2 can replicate datasets directly within the same cloud environment your Snowflake account is deployed in.
Whether it’s AWS, Azure, or Google Cloud, this ensures low-latency access to weather insights without cross-cloud complications and gives users fast, query-ready data right where they need it.
Our Resources Are Yours
ERD, Python scripts, and more.
Our Snowflake Help Page provides many resources, such as an ERD, a high-level view of our data model, including key tables like forecasts, observations, and normals. Use it to understand relationships, join logic, and where to find the variables you need for your analysis.
Frequently asked questions
- AG2 Hourly and Daily Forecasts
- Most Trader locations available back to Jan 1, 2019
- Some North America locations go back as far as Dec 2000 and Europe to Jan 2002
- Aggregate locations currently available back to Oct 31, 2022
- AG2 Weighted Degree Day Forecasts
- Available back to Jan 1, 2019
- Hourly and Daily Observations
- Available for same time period as on Trader
- Weighted Degree Day Observations
- Available for same time period as on Trader
- Hourly and Daily Climatological Normals
- 10yr and 30yr normals for Trader sites
- *NEW* GFS/ECM/GEM Daily Forecasts (Forecast Analysis)
- *NEW* GFS/ECM/GEM Weighted Degree Day Forecasts
- *NEW* GFS/ECM/GEM Weighted ISO/Country Forecasts
- AG2 BCF Forecasts
- GFS/ECM/GEM BCF Forecasts
- GFS/ECM/GEM Teleconnection Forecasts and Observations
- WindCast IQ Forecasts & Observations
- AG2 Load Forecasts & Observations
- European Renewable Forecasts
- AG2 Probabilistic Forecasts
- ERA-5 Reanalysis data back to 1980
- FOD Forecasts at EIA Generation Locations
We know the easiest way forward is to avoid the red tape. Many companies already have Snowflake access, just in another business group. We can help provide you with resources to get you to the right person, fast.
Benefits
Market Leader
For 25 years, we have been the industry leader in weather-based commodity markets with an outstanding NPS Score of 81.
Time is Money
With AG2, it takes mere seconds to do what before took you several minutes or hours every day.
Increase Profit
Atmospheric G2 customers across the board saw a 1-5% increase in trade profits when they switched to AG2 Trader.
What our customers think
The quality of the data from AG2 allows for more accurate trades, helping us increase profit, reduce losses, and take fewer risks. It’s much easier to query AG2 data through Snowflake, as it is a very fast database.
Energy Trader
Energy Company
I run regression models on historical data at least once a month and these take me about 50% less time than they did before having AG2.
Head of Trading
Energy Company
