[P] It's settled: AutoArima is a lot(!) faster and more accurate than FB-Prophet. Now you can replace it with just two lines of code without making changes to your pipeline

We benchmarked on more than 100K series and show that you can improve MAPE  forecast accuracy by 17% with 37x less computational time using Nixtlas StatsForecast. That's the difference between paying $10 or $296 on AWS.

It’s time to overcome the false prophets.

Check Nixtla's FB-Prophet adapter: [https://github.com/Nixtla/statsforecast/tree/main/experiments/arima\_prophet\_adapter](https://github.com/Nixtla/statsforecast/tree/main/experiments/arima_prophet_adapter)

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https://preview.redd.it/fs3zqm4pcjy81.png?width=1280&format=png&auto=webp&s=326c82f04fae7df8934a434ba03fd5e683eadb99

[The two lines you need](https://preview.redd.it/1yjlasmqcjy81.png?width=1280&format=png&auto=webp&s=739df04816a6f8e431eb88131d15a64a7869907b)

code machinelearning making pipeline prophet