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NIWA Cascade

National scientific computing capability and realised public value.

OPERATINGNew ZealandCONTINUOUSLY MONITOREDUpdated September 2026
STATUSOPERATING
KEY SIGNAL2.4 petaflops
LOCATIONNew Zealand
PUBLIC EVIDENCETracked

Strategic significance

Scientific compute underpins weather, climate and environmental intelligence. Its value is expressed through better models, research access and public decisions, not only machine specifications.

The system is operating; utilisation and outcomes define strategic value.

Cascade should be tracked through reliability, user access, model improvements, research output, skills and its relationship to wider national compute infrastructure.

What is confirmed—and what remains open

01 · CONFIRMED

Project position

Cascade operates at a stated 2.4 petaflops with 61,440 CPU cores.

02 · CONFIRMED

Material milestone

It supports nationally important modelling and additional AI workloads.

03 · OPEN TO VERIFY

Commercial proof

Crown-funded access extends to New Zealand’s wider science sector.

Do not treat unlike numbers as equivalent

ANNOUNCEMENTRecorded

The public commitment or stated project scope.

DELIVERYTracked

Physical, technical or operating evidence that the commitment is being executed.

VALUENot assumed

Economic and national outcomes require separate evidence.

The layers behind the headline

Project propositionDefinedNational scientific computing capability and realised public value.
DeliveryUnder reviewMilestones are updated only when a credible source changes the case.
Commercial adoptionEvidence requiredAnnouncements, pilots, contracts and operating use are treated as different stages.
New Zealand valueContinuously assessedLocal jobs, capability, infrastructure, resilience and export value are tracked separately.

Milestones and status changes

  1. 30 May 2025NIWA reports Cascade is operating across two Auckland CDC data centres with Rapids as its scientific data archive.
  2. CurrentUsage, outcomes and upgrade planning monitored.

Who shapes the outcome

  • Earth Sciences New Zealand / NIWA
  • Researchers
  • Weather and climate users
  • Government agencies
  • HPC technology partners

What must align

  • Reliable operation
  • Skilled users
  • Research data
  • Long-term investment
  • Upgrade planning

What is unresolved

  • Hardware obsolescence
  • Capacity constraints
  • Outcome measurement gaps

What Digital.nz will watch

  • Utilisation
  • Forecast improvements
  • Research outputs
  • Upgrade path
  • AI integration

Primary and supporting sources

01NIWA: Cascade boosts AI capabilities↗