18.4
Grafana Cloud Application Observability is a cloud application monitoring product that uses OpenTelemetry and Prometheus data to help software…
Free planAndroidiOSWeb
Best Time Series Intelligence Software in 2026
Time series intelligence software helps you work with time-based data. Compare forecasting methods, anomaly detection, change-point detection, forecast horizons and forecast intervals. Check pricing before you commit: a product may offer a free plan, a free trial or paid access. If you use a Xiaomi, Redmi or POCO phone or tablet, confirm Android support; listed platforms can include web, API, Linux, Windows,…
27.4
VictoriaMetrics is a time-series database and monitoring solution for collecting, querying, and retaining metrics, within a wider stack that also covers logs and traces.
Free planWebAPILinux
37.2
IBM SPSS Statistics is desktop software for statistical analysis, data preparation, predictive modeling, and automated analysis.
APILinuxmacOS
- 4
Anaplan
Anaplan is an AI-driven scenario planning and analysis platform designed to support business decision-making.
AndroidiOSWebAPI6.5 - 5
o9 Digital Brain
o9 Digital Brain is a cloud enterprise platform for integrated planning and decision-making across business functions.
AndroidiOSWebAPI6.5 - 6
TrendMiner
WebAPILinuxSelf-hosted6.5 - 7
SAP Integrated Business Planning
WebWindows6.4From £2,030 a month - 8
Datadog Product Analytics
AndroidiOSWeb6.2From $0.80 a month - 9
DataRobot
DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.
WebAPILinuxSelf-hosted6.1 - 10
Dynatrace Infrastructure Monitoring
Dynatrace Infrastructure Monitoring is an observability product for tracking hosts, processes, filesystems, operating-system services, and infrastructure performance.
WebLinuxWindows5.9From $7 a month - 11
Lokad
Lokad provides predictive analytics and optimization for supply chain decisions such as purchasing, allocation, pricing, and prioritization.
Web5.9 - 12
Blue Yonder Demand and Supply Planning
Blue Yonder Demand and Supply Planning is a cloud-based planning platform for supply-chain organizations.
WebAPI5.7 - 13
Slimstock Slim4
WebSelf-hosted5.6 - 14
Decion Demand Planning
Decion Demand Planning is the demand-planning offering within Decion, ToolsGroup's web-based supply chain decision intelligence platform.
Web5.5 - 15
5.5 - 16
AutoBox
LinuxWindows4.7 - 17
Flashcrash
LinuxmacOS4.6 - 184.3
Choosing well
Compare free access and paid pricing
Check whether the product has a free plan, a free trial or paid access.
A free plan can help you assess the workflow before paying, while a trial gives you a set period to evaluate a paid product.
Match the forecasting tools to your work
Compare the forecasting methods offered and the forecast horizon they support. A short operational horizon can call for different controls than a longer planning cycle.
Look for forecast intervals when you need a range around a prediction rather than a single value.
Check anomaly and change-point detection
Anomaly detection can flag unusual observations in a series. Change-point detection focuses on shifts in the underlying pattern.
Review these capabilities alongside the forecasting methods to see whether they fit the events you need to identify.
Confirm deployment and platform fit
Deployment options in this category can include web, API, Linux, Windows, self-hosting and macOS. Check the option that matches your environment.
For phone or tablet use, verify that an Android app is available rather than assuming a web or desktop listing covers it.
Plan for model monitoring
If forecasts will run over time, compare the model-monitoring features. Check how the product supports ongoing review after deployment.
Review monitoring together with forecast intervals and detection features so the operating workflow matches your needs.
Questions people ask
Is a free plan available?
A free plan is offered by products in this category. Check the individual listing for its plan details and limits.
Do these tools offer free trials?
Free trials are available from products in this category. Trial length and terms differ, so read the listing before signing up.
Can I use time series software on Android?
Confirm Android support for the specific product. Platform listings can instead cover web, API, Linux, Windows, self-hosting or macOS.
What forecasting details should I compare?
Compare forecasting methods, forecast horizon and forecast intervals. These describe how predictions are made, how far ahead they extend and how uncertainty is shown.
Why check change-point detection?
Change-point detection helps identify shifts in a time series. Compare it with anomaly detection to match the events you need to spot.