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Best Time Series Intelligence Software in 2026

Time series intelligence software helps turn time-stamped data into forecasts, anomaly alerts, change-point findings, and forecast intervals. This list is for people comparing tools for planning, analysis, and operational monitoring.

  1. 1

    Grafana Cloud Application Observability

    Free plan AndroidAPIExtension+5

    Grafana Cloud Application Observability brings several telemetry types and service-level views together for application investigation.

    7.3 Free plan · paid from $0.03 Visit site
  2. 2

    VictoriaMetrics

    by VictoriaMetrics
    Free plan APILinuxMac+3

    VictoriaMetrics offers open-source and managed deployment paths for metrics, logs, and traces. Cloud buyers should review tier limits and hourly usage metering alongside the listed starting prices.

    6.9 Free plan Visit site
  3. 3

    Lokad

    by Lokad
    Free plan Web

    Lokad combines forecasting, optimization, and managed support for supply chain decisions, with pricing set by scope.

    6.8 Pricing on request Visit site
  4. 4

    DataRobot

    Free trial APILinuxSelf-hosted+1

    DataRobot combines AI development, deployment, and governance tools with several deployment options.

    6.4 Pricing on request · 30-day trial Visit site
  5. 5

    IBM SPSS Statistics

    by IBM SPSS Statistics
    Free trial APILinuxMac+2

    IBM SPSS Statistics provides a broad set of statistical and modeling methods with scripting integrations.

    6.2 From $99/user · 14-day trial Visit site
  6. 6

    Anaplan

    by Anaplan
    Paid AndroidAPIiPhone+1
    6.1 Pricing on request Visit site
  7. 7

    Blue Yonder Demand and Supply Planning

    Paid APIWeb
    5.7 Pricing on request Visit site
  8. 8

    o9 Digital Brain

    by o9 Digital Brain
    Paid AndroidAPIiPhone+1

    Choose o9 Digital Brain if a large, complex organization needs planning that spans functions, sites and horizons, with connected data and workflows.

    5.6 Pricing on request Visit site
  9. 9

    Decion Demand Planning

    Paid Web

    Decion Demand Planning combines forecasting, demand sensing, and optimization capabilities for complex planning needs. Prospective customers need to request pricing tailored to their requirements.

    5.4 Pricing on request Visit site
  10. 10

    TrendMiner

    Paid APILinuxSelf-hosted+2

    TrendMiner is a fit for process-industry teams seeking operational analytics, event contextualization, and continuous plant monitoring.

    5.3 Pricing on request Visit site
  11. 11

    Datadog Product Analytics

    Paid AndroidiPhoneWeb
    5.2 From $0.80/mo (annual) · 14-day trial Visit site
  12. 12

    SAP Integrated Business Planning

    by SAP Integrated Business Planning
    Paid WebWindows
    5.2 Pricing on request Visit site
  13. 13

    Seeq

    Paid APIWeb

    Seeq brings process analysis, reporting, Python workflows, and monitoring into a SaaS offering for industrial teams.

    5.2 Pricing on request Visit site
  14. 14

    Dynatrace Infrastructure Monitoring

    Paid LinuxWebWindows

    Dynatrace offers infrastructure monitoring with separate plans for discovery, infrastructure analysis, and full-stack monitoring.

    5.1 From $29/mo · 15-day trial Visit site
  15. 15

    Slimstock Slim4

    by Slimstock Slim4
    Paid Self-hostedWeb

    Slim4 brings forecasting, replenishment planning, and commerce management into one platform, with cloud and on-premise deployment options.

    5.1 Pricing on request Visit site
  16. 16

    AutoBox

    Paid LinuxWindows
    4.9 Pricing on request · 30-day trial Visit site
  17. 17

    Flashcrash

    Paid LinuxMac
    4.5 Pricing on request Visit site
  18. 18

    Tangent AI

    Paid
    3.8 Pricing on request Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

Compare free plans, paid starting prices, forecasting methods, forecast horizons, detection features, deployment options, model monitoring, and forecast intervals. Check trial limits, platform support, and licence terms if code access matters.

Questions

Do time series intelligence tools offer free plans?

A free plan is offered by items on this list. Check the plan terms, usage limits, and included forecasting or monitoring features before relying on it.

Can I try these tools before paying?

Free trials are offered by items on this list. Trial lengths differ, so review the stated period and what features are available during the trial.

What forecasting features should I compare?

Compare forecasting methods, forecast horizon, and forecast intervals. These show how a tool builds forecasts, how far ahead it projects, and how it represents uncertainty.

Which deployment platforms are available?

Platforms represented here include web, API, Linux, Windows, self-hosted, and macOS. Confirm support for your environment before choosing.

How do anomaly and change-point detection differ?

Anomaly detection flags unusual observations. Change-point detection identifies shifts in a time series. Compare both when you need to monitor changing patterns.

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