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description=Coiled is a lightweight compute platform for Python data engineers and scientists. Scale your workloads to thousands of machines in the cloud without Docker or Kubernetes. Process terabytes of data with familiar tools like Pandas, Xarray, and Prefect.;

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home coiled io coiled product use cases pricing docs resources sign in sign up lightweight compute platform for python people built for data engineers and scientists obsessively crafted for developer experience sign up contact us import coiled cluster coiled cluster n_workers 2000 region us east 2 process a shitload of data data load process data call up cloud machines by calling a function no kubernetes or docker just scalability from python in three steps step one spin up machines you ask for hardware in python you get those machines a minute later import coiled cluster coiled cluster n_workers 2000 any number region us west 1 any region vm_types c5n 18xlarge any hardware machines up step two copy your environment your code automatically installs on those machines no docker required pip install torch upgrade installing torch installed remotely step three do work work as normal now with 500 000 cpu drive locally from your favorite ide def process filename return result futures client submit process filename for filename in filenames step four tear down coiled cleans up your machines when you re done zero infrastructure at rest results save exit ephemeral infrastructure zero maintenance same dev experience with more machines your developer experience stays the same now with a ton of machines runs in your cloud drive from vscode or anywhere scale your current code massive scale without the devops how real teams accelerate analysis from days to hours remove compute bottlenecks and reach petabyte scale with coiled one platform many tools batch jobs dataframes xarray prefect batch jobs run any code on cloud vms run anything even fortran specify hardware in script comments parametrize with environment variables learn more bin bash coiled memory 32gb coiled container ubuntu latest coiled ntasks 10 echo hello from coiled_batch_task_id bin bash coiled memory 32gb coiled container ubuntu latest coiled ntasks 10 echo hello from coiled_batch_task_id a platform that s fun for the whole team your team deserves better than the aws cloud console empower your team with a suite of accessible and safe tools use coiled api directly from python use web ui to debug and analyze jobs easily control access and costs chat with an expert view pricing delightful to use these people said nice things about us and we didn t even have to pay them the speed is nice sure but the real benefit is taking a multi day effort and finishing it in an afternoon coiled changed the character of our work matt plough software engineer kobold metals quite literally burst to the cloud from your laptop everything i ve been dreaming of since grad school eric ma data scientist moderna coiled is a game changer for us it s great to be able to run the same process on your laptop and on the cloud basile goussar co founder netcarbon i ve been incredibly impressed with coiled it s quite literally the only piece of our entire etl architecture that i never have to worry about bobby george co founder kestrel dask is simple coiled made it simpler set up is half the battle with the cloud and coiled made this easy kenneth nguyen cto tasq coiled is the heroku of data setup was a piece of cake tim cull leadership swiss army knife urban footprint my team has started using coiled this week got us up and running with clusters for ad hoc distributed workloads in no time mike bell data scientist titan coiled support is amazing i ll run into an issue and before i have a chance to mention it i have an email in my inbox you don t get this kind of support with large companies katya potapov software engineer floodbase on my computer this takes days now it takes an hour i had no experience with distributed systems mohamed akbarally data scientist with marmalade we ve been using coiled in our backend for months and never think about it it just works luiz augusto alvim acoustic engineer rpg acoustical coiled is natural and fun to use it s pythonic lucas gabriel balista data science lead online applications faq does this run in my cloud or yours coiled runs in your cloud account aws gcp or azure coiled sets up and manages the infrastructure but the compute resources run in your own cloud environment giving you full control over your data and costs and a more private and secure experience if you re just starting out you can run in our cloud account for free just run pip install coiled coiled quickstart pip install coiled coiled quickstart and you re good to go there s no risk what does this cost is there a free tier coiled is free for most users we make most of our money from teams and enterprises who use our more advanced features the free tier includes 10 of usage per month if you run in our account typically used just to get started enough for 200 cpu hours 25 of usage per month if you run in your own account most people do this enough for 500 cpu hours for more information see the pricing page does this work with such and such python framework yeah probably coiled turns vms on and off and then runs your code in that cloud that code can be any code it doesn t even have to be python how can i kick the tires coiled is really easy to get started the free tier is generous enough for most users you can start running on our cloud account and using your own cloud is also really easy you can run everything with the python api you don t need to know anything about cloud infrastructure to start just run pip install coiled coiled quickstart pip install coiled coiled quickstart and you re good to go there s no risk get started know python come use the cloud your first 25 of usage per month is on us sign up book a demo pip install coiled coiled quickstart grant cloud access y n y configuring you re ready to go pip install coiled coiled quickstart grant cloud access y n y configuring you re ready to go coiled tools batch jobs functions dask clusters use cases tabular data spatial analysis ai and ml workflow orchestration resources blog customers examples security company pricing documentation why coiled contact us privacy policy terms and conditions code of conduct cookie policy accessibility 2026 coiled computing all rights reserved