This service suits software engineers who need to detect application anomalies, investigate causes, and fix problems.
Free plan From $0.03 usage-based AndroidiPhone & iPadWebWindowsMacLinux+2
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Best Time Series Intelligence Software 2026
Facts read 20 Sep 2026 – 15 Oct 2026
Time series intelligence software helps turn time-based data into forecasts, alerts and planning views. This list helps buyers compare tools for forecasting, anomaly detection and operational planning.
The standings: top 10
| Name | In a line | Record score | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|
| 01 Grafana Cloud Application Observability | This service suits software engineers who need to detect application anomalies, investigate causes, and fix problems. | 6.3 | Free plan | Android, iPhone & iPad, Web, Windows | 14 Oct 2026 |
| 02 VictoriaMetrics | VictoriaMetrics may suit teams needing metrics monitoring and longer-term metrics storage across on-premises, hybrid, or cloud deployments. | 5.7 | Free plan | Web, Windows, Mac, Linux | 3 Oct 2026 |
| 03 IBM SPSS Statistics | SPSS Statistics suits organizations, researchers, students, and faculty needing structured statistical analysis. | 5.3 | Free trial | Windows, Mac, Linux, API | 15 Oct 2026 |
| 04 Lokad | Lokad suits supply-chain teams in industries such as retail, aerospace, automotive, fashion, oil and gas, and manufacturing. | 4.5 | Free plan | Web | 29 Sep 2026 |
| 05 DataRobot | It suits enterprises developing and governing AI, especially organizations in regulated industries. | 4.4 | Free trial | Web, Linux, API, Self-hosted | 5 Oct 2026 |
| 06 Anaplan | Anaplan is presented for organizations coordinating plans across functions such as finance, sales, supply chain, HR, and retail. | 4.2 | — | Android, iPhone & iPad, Web, API | 4 Oct 2026 |
| 07 o9 Digital Brain | It suits large multinational enterprises coordinating planning across functions and complex global operations. | 4.1 | — | Android, iPhone & iPad, Web, API | 29 Sep 2026 |
| 08 SAP Integrated Business Planning | 4.1 | — | Web, Windows | 12 Oct 2026 | |
| 09 TrendMiner | 4.0 | — | Web, Windows, Linux, API | 14 Oct 2026 | |
| 10 Decion Demand Planning | Decion Demand Planning suits manufacturers, aftermarket organizations, wholesalers, retailers, and supply-chain teams facing complex or volatile demand. | 3.6 | — | Web | 30 Sep 2026 |
The list is ordered by newest releases first, using figures makers publish. Compare free access, paid starting points, forecasting methods, forecast horizon, deployment, model monitoring and forecast intervals, along with platform support.
02
VictoriaMetrics
VictoriaMetrics may suit teams needing metrics monitoring and longer-term metrics storage across on-premises, hybrid, or cloud deployments.
WebWindowsMac+3 Record5.7 Visit
03
IBM SPSS Statistics
SPSS Statistics suits organizations, researchers, students, and faculty needing structured statistical analysis.
WindowsMacLinux+2 Record5.3 Visit
04
Lokad
Lokad suits supply-chain teams in industries such as retail, aerospace, automotive, fashion, oil and gas, and manufacturing.
Web Record4.5 Visit
05
DataRobot
It suits enterprises developing and governing AI, especially organizations in regulated industries.
WebLinuxAPI+1 Record4.4 Visit
6
Anaplan
AndroidiPhone & iPadWeb+1 — Record4.2 Visit Anaplan is presented for organizations coordinating plans across functions such as finance, sales, supply chain, HR, and retail.
7
o9 Digital Brain
AndroidiPhone & iPadWeb+1 — Record4.1 Visit It suits large multinational enterprises coordinating planning across functions and complex global operations.
10
Decion Demand Planning
Web — Record3.6 Visit Decion Demand Planning suits manufacturers, aftermarket organizations, wholesalers, retailers, and supply-chain teams facing complex or volatile demand.
11
Slimstock Slim4
WebSelf-hosted — Record3.6 Visit Slim4 suits companies of any size managing retail, manufacturing, automotive, food and beverage, fashion, or healthcare supply chains.
Before you choose
Check free access and paid entry
A free plan can let you start without a paid contract. A free trial gives temporary access instead, so check its length and what remains available after it ends.
Pricing may be listed as a paid starting point or given on request. Grafana Cloud Application Observability lists a free plan, while AutoBox and DataRobot list 30-day trials.
Match the platform to your setup
Tools in this category run on web, API, Linux, Windows, macOS or self-hosted deployments. Confirm the platform and deployment model before you plan integrations or installation.
Flashcrash lists Linux and macOS support. A self-hosted option can matter when deployment control is part of your requirements.
Compare forecasting controls
Review the forecasting methods a tool supports and the forecast horizon it can produce. A longer or shorter horizon changes how well it fits planning, demand work or monitoring.
Forecast intervals show uncertainty around a forecast. Check whether the interval options match the decisions you need to make.
Look for change and anomaly detection
Anomaly detection can flag unusual values in a time series. Change-point detection can identify a shift in the series pattern.
Compare these capabilities separately. A tool may offer one without the other, so verify both before choosing.
Plan deployment and model monitoring
Deployment describes how forecasts and models move into use. Model monitoring helps you watch model behavior after deployment.
Check these controls alongside platform support. The right combination depends on whether you use a hosted service, an API, or a self-hosted system.
Questions
Do these tools offer a free plan?
A free plan is available from items such as Grafana Cloud Application Observability. Other tools use paid plans or trials instead.
Which platforms are supported?
Platforms represented include web, API, Linux, Windows, macOS and self-hosted deployments. Support differs by tool.
What should I compare for forecasting?
Compare forecasting methods, forecast horizon and forecast intervals. These describe how a tool creates forecasts, how far ahead it looks and how it expresses uncertainty.
What is the difference between anomaly and change-point detection?
Anomaly detection flags unusual values. Change-point detection identifies a shift in the pattern of a time series.
Can I try a tool before paying?
Some tools list free trials. AutoBox and DataRobot list 30-day trials; Datadog Product Analytics lists a 14-day trial, and Dynatrace Infrastructure Monitoring lists a 15-day trial.
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