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Lambda vs Rubrik Cloud Data Management

Lambda logo

Lambda

Cloud

GPU supercomputers for AI training and inference at enterprise scale

From
On request
Rated
-
Full reviewWebsite
Rubrik Cloud Data Management logo

Rubrik Cloud Data Management

Backup

Zero trust data security for modern enterprises

From
$100/varies
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Lambda no free tier or trial, requiring immediate commitment for testing; Rubrik Cloud Data Management requires substantial upfront investment with enterprise pricing models
  • They diverge on capability: Lambda covers Superclusters, Rubrik Cloud Data Management covers Zero trust data security.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Lambda and Rubrik Cloud Data Management actually diverge.

Attributes where Lambda and Rubrik Cloud Data Management differ
AttributeLambdaRubrik Cloud Data Management
Starting priceOn request$100/varies
Pricing modelPay-as-you-go hourly pricing with volume discounts for reserved capacityUnknown
PlatformsCloudCloud, On-Premises, Hybrid
CategoryCloudBackup
Founded20122014

Identical on both: free tier (No), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Lambda

  • Superclusters
  • 1-Click Clusters
  • On-demand instances
  • Liquid cooling
  • InfiniBand networking
  • Managed orchestration
  • Co-engineering support

Only in Rubrik Cloud Data Management

  • Zero trust data security
  • Instant recovery
  • Ransomware detection
  • Data classification
  • Compliance automation
  • API-first architecture
  • VMware
  • AWS

What people use each for

The jobs each tool is most often brought in to do.

Lambda

  • Training foundation models at scale with dedicated GPU infrastructurenot Rubrik Cloud Data Management
  • Large-scale inference serving on enterprise-grade hardwarenot Rubrik Cloud Data Management
  • Multi-GPU distributed training with InfiniBand networkingnot Rubrik Cloud Data Management
  • Single-tenant secure compute for regulated industriesnot Rubrik Cloud Data Management
  • AI lab infrastructure for frontier model developmentnot Rubrik Cloud Data Management

Rubrik Cloud Data Management

  • Data protectionnot Lambda
  • Disaster recoverynot Lambda
  • Business continuitynot Lambda
  • Ransomware protectionnot Lambda
  • Compliancenot Lambda

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Lambda

  • No free tier or trial, requiring immediate commitment for testing
  • Single-tenant Superclusters require custom pricing discussions
  • Pricing complexity across multiple GPU types and cluster sizes
  • Less suitable for experimentation or small teams with tight budgets

Rubrik Cloud Data Management

  • Requires substantial upfront investment with enterprise pricing models
  • Complex implementation and integration with existing infrastructure
  • Complex configuration with many options for policies, bulk operations limits, and error handling
  • Limited built-in analytics compared to some competitors

Pricing, plan by plan

Lambda

On request
  • 1-Click Clusters B200$undefined/hourly
    • 16 GPUs: $9.86/GPU/hour
    • 256+ GPUs: $8.87/GPU/hour
    • 1-year+ reserved discounts available
  • 1-Click Clusters H100$undefined/hourly
    • 16 GPUs: $6.16/GPU/hour
    • 256+ GPUs: $5.54/GPU/hour
  • On-Demand Instances B200$undefined/hourly
    • SXM6: $6.69/GPU/hour
  • On-Demand Instances H100$undefined/hourly
    • SXM: $3.99/GPU/hour

Rubrik Cloud Data Management

$100/varies

No published plan breakdown. See the Rubrik Cloud Data Management review.

Which should you pick?

Choose Lambda if

  • You need superclusters.
  • You work on Cloud.
  • You also want 1-click clusters.
Lambda review

Choose Rubrik Cloud Data Management if

  • You need zero trust data security.
  • You work on Cloud, On-Premises, Hybrid.
  • You also want instant recovery.
Rubrik Cloud Data Management review

Questions people ask

Is Lambda or Rubrik Cloud Data Management better?
Neither clearly leads. Lambda starts at On request and Rubrik Cloud Data Management at $100/varies, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lambda or Rubrik Cloud Data Management?
Lambda starts at On request and Rubrik Cloud Data Management at $100/varies.
Does Lambda or Rubrik Cloud Data Management run on more platforms?
Lambda runs on Cloud. Rubrik Cloud Data Management runs on Cloud, On-Premises, Hybrid.
What is Lambda best used for?
Lambda is most often used for training foundation models at scale with dedicated gpu infrastructure, large-scale inference serving on enterprise-grade hardware, multi-gpu distributed training with infiniband networking, single-tenant secure compute for regulated industries. Of those, training foundation models at scale with dedicated gpu infrastructure and large-scale inference serving on enterprise-grade hardware are not what Rubrik Cloud Data Management is typically brought in for.
What can Lambda do that Rubrik Cloud Data Management cannot?
Lambda covers Superclusters, 1-Click Clusters, On-demand instances, Liquid cooling. Rubrik Cloud Data Management covers Zero trust data security, Instant recovery, Ransomware detection, Data classification.

Answered from the vendors’ own pages

Lambda: What makes Lambda's infrastructure different?

Lambda offers single-tenant Superclusters with exclusive GPU access, liquid cooling, and NVIDIA Quantum-2 InfiniBand networking. The company is 100% focused on AI infrastructure with co-engineering support from teams who built infrastructure for major AI labs.

Source
Rubrik Cloud Data Management: What ransomware protection does Rubrik offer?

Rubrik offers immutable backups that cannot be altered or deleted, providing zero trust data security. Enterprise customers receive a $10M ransomware recovery warranty for both on-premises and Rubrik managed cloud environments.

Source
Lambda: How does pricing work for large clusters?

1-Click Clusters pricing ranges from $5.54-$9.86 per GPU/hour depending on GPU type and cluster size, with volume discounts for 256+ GPUs. Reserved capacity is available at custom pricing for 1-year+ commitments.

Source
Rubrik Cloud Data Management: How quickly can Rubrik recover from data loss?

Rubrik enables near-instantaneous recovery of virtual machines and databases, minimizing downtime. Global Real-Time Search provides Google-like search across all backups to quickly locate and restore specific files.

Source
Lambda: Which GPU types are available?

Lambda offers NVIDIA B200, H100, A100, and Tesla V100 GPUs. Individual instances range from V100 at $0.79/hour to B200 SXM6 at $6.69/hour. Newer models like Vera Rubin are available in Superclusters.

Source
Rubrik Cloud Data Management: What cloud platforms does Rubrik support?

Rubrik supports cloud mobility across AWS, Azure, and Google Cloud, enabling data migration and replication to various cloud platforms.

Source
Rubrik Cloud Data Management: Does Rubrik reduce storage requirements?

Yes, Rubrik uses global deduplication to eliminate redundant data across all backups, significantly reducing storage requirements and optimizing storage efficiency.

Source
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