I am a PhD student conducting several forecasts on water consumption, this vital natural resource. Fortunately, I met the team at Nixtla, who are kindly collaborating in the development of my academic work, allowing me to enrich my research! Review collected by and hosted on G2.com.

At first, there was a small delay in response, but it was later resolved. Review collected by and hosted on G2.com.

Working with the TimeGPT model is easy to set up, the model's applications impact more than one area of the company, and the prediction results have excellent accuracy. Review collected by and hosted on G2.com.

The documentation is difficult to understand at first. Review collected by and hosted on G2.com.

I have used Nixtla in production several times from startups like superbio.ai and suggestic, all trough enterprises like bimbo and ITAM.

Nixtla is the equivalent of huggingface for time series and reliable for scaling time series prediction to hundreds of thousands time series Review collected by and hosted on G2.com.

I would have used different sintaxis and data types, but I would say about the same thing for any software that I have not coded myself Review collected by and hosted on G2.com.

The only company I trust to be doing GenAI for timeseries. Few teams bold enough to take on the challenge - Nixtla has the right team to tackle this. Very big on open source and pushing the boundaries of what is possible. Down to earth group of hard working people, that keeps shipping. Review collected by and hosted on G2.com.

It would be awesome if I were able to select a specific dataset and get a fine-tuned TimeGPT for that type of data. Review collected by and hosted on G2.com.

I think it’s an excellent open-source community. They do a great job of quickly integrating new developments into the library. The documentation is perfect for anyone just getting started in this field. Their workflow for generating predictions is smooth and efficient. Review collected by and hosted on G2.com.

There’s nothing I dislike about it. Occasionally, there might be some bugs that come with being open source, but that’s completely normal and understandable. In such cases, we can quickly get support from the community. Review collected by and hosted on G2.com.

What stands out to me is how easy it is to experiment with different ideas and models. The workflow is designed to support testing a variety of models and frameworks efficiently. It includes all the essential time-series functions, and I find it robust enough to work seamlessly with both pandas and polars workflows. Review collected by and hosted on G2.com.

One improvement I would appreciate is having visualizations for the cross-validation windows in automlforecast. Review collected by and hosted on G2.com.

Potential of improving forecasting accuracy Review collected by and hosted on G2.com.

nothing. It works in general, implementation is easy. Review collected by and hosted on G2.com.

Most time-series project die an early death due to heavy burden of sustaining a good quality forecasting model. TimeGPT provides a great way to maintain very high-quality forecasts with an easy to use API. The zero-shot forecasts are already quite good compared to the other classical methods for time-series analysis. Fine-tuning takes your relevant accuracy metrics to the next level.

Combining covariates and exogenous variables is also easy and combines time-series trends with SME like inputs that influence future outcomes and helps make your predictions more believable. Review collected by and hosted on G2.com.

High license cost for the paid version. The payg version is usually far behind the latest from Nixtla in terms of features. Review collected by and hosted on G2.com.

The ease of use is incredible—you can get accurate results in minutes. The team is brilliant and very responsive, always ready to help. Also, performance keeps getting better as they ship improvements at an impressive pace. Review collected by and hosted on G2.com.

Hard to find faults—everything works well. I just hope they keep scaling support and documentation as the product grows. Review collected by and hosted on G2.com.

Simple yet most powerful with greater accuracy Review collected by and hosted on G2.com.

Lacks few functionality like classification Review collected by and hosted on G2.com.