Qlik Predict

Top Pick

Code-free predictive analytics platform for forecasting time-based metrics using historical features, grouped data and known future variables.

⭐ 4.7/5 AI Tools Hunt Editorial Score · Best for: business intelligence teams

Multivariate Forecasting

DataRobot

Enterprise Pick

Enterprise AI platform for automated time-series modeling, multiseries forecasting, backtesting and deployment of forecasting models.

⭐ 4.7/5 AI Tools Hunt Editorial Score · Best for: enterprise forecasting

Enterprise Time Series

Amazon SageMaker Canvas

Cloud Pick

Visual machine learning environment for forecasting sales, inventory, demand and other time-dependent business metrics without writing ML code.

⭐ 4.6/5 AI Tools Hunt Editorial Score · Best for: AWS users

No-Code Forecasting

Azure Machine Learning

Microsoft Pick

AutoML platform that automatically evaluates forecasting models and supports time-series prediction within Microsoft Azure.

⭐ 4.6/5 AI Tools Hunt Editorial Score · Best for: Microsoft cloud teams

AutoML Forecasting

Dataiku

Data Team Pick

Visual data science platform with native time-series forecasting, feature generation, external variables and forecast explainability.

⭐ 4.6/5 AI Tools Hunt Editorial Score · Best for: collaborative data teams

Visual Forecasting

H2O.ai

AutoML Pick

Automated machine learning platform for advanced forecasting, feature engineering, validation and predictive modeling across time-dependent datasets.

⭐ 4.6/5 AI Tools Hunt Editorial Score · Best for: automated forecasting workflows

Automated Time Series

SAS Visual Forecasting

Enterprise Forecasting

Large-scale forecasting platform combining statistical time series, machine learning, deep learning and automated model selection.

⭐ 4.7/5 AI Tools Hunt Editorial Score · Best for: large-scale enterprise forecasting

Enterprise Forecasting

BigML

Easy to Start

Visual machine learning platform for forecasting numeric time-series data such as sales, traffic, production and inventory levels.

⭐ 4.4/5 AI Tools Hunt Editorial Score · Best for: smaller forecasting projects

Visual Time Series

Google BigQuery ML

Google Cloud Pick

Forecast time-series data directly in BigQuery using ARIMA_PLUS, ARIMA_PLUS_XREG or Google’s built-in TimesFM forecasting model.

⭐ 4.6/5 AI Tools Hunt Editorial Score · Best for: BigQuery data teams

Cloud Time Series

TimeGPT

AI Forecasting Pick

Foundation model from Nixtla for zero-shot and scalable time-series forecasting, including exogenous variables and probabilistic forecasts.

⭐ 4.7/5 AI Tools Hunt Editorial Score · Best for: AI-first forecasting

Foundation Model

AutoGluon TimeSeries

Developer Pick

Open-source AutoML framework that automatically trains and combines statistical, tree-based, deep-learning and pretrained forecasting models.

⭐ 4.7/5 AI Tools Hunt Editorial Score · Best for: automated model selection

Open-Source AutoML

Prophet

Open Source

Open-source forecasting procedure for time series with trends, seasonal patterns, holidays and changing growth rates.

⭐ 4.5/5 AI Tools Hunt Editorial Score · Best for: seasonal business data

Statistical Forecasting

Darts

Open Source

Python forecasting library with a unified API for univariate, multivariate, deterministic and probabilistic time-series models.

⭐ 4.6/5 AI Tools Hunt Editorial Score · Best for: flexible Python forecasting

Python Forecasting

GluonTS

Developer Tool

Open-source Python toolkit for probabilistic time-series modeling and forecasting with statistical and deep-learning approaches.

⭐ 4.5/5 AI Tools Hunt Editorial Score · Best for: probabilistic forecasting research

Probabilistic Forecasting

NeuralForecast

Deep Learning Pick

Nixtla’s open-source neural forecasting library with models including N-BEATS, NHITS, TFT, RNNs and transformer-based forecasting architectures.

⭐ 4.6/5 AI Tools Hunt Editorial Score · Best for: neural time-series forecasting

Deep Learning Forecasting