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Software Development · head to head

Baseten vs Elastic Stack

Baseten logo

Baseten

Software Development

Inference is everything

From
Free
Rated
-
Full reviewWebsite
Elastic Stack logo

Elastic Stack

Logging

Search, Observability, and Security Solutions

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Baseten has a free tier, so it costs nothing to try first.
  • Each has a real cost: Baseten pro and Enterprise pricing not published; requires contacting sales; Elastic Stack self-managed deployment requires licensing based on node count and RAM usage

Where they differ

Only the attributes on which Baseten and Elastic Stack actually diverge.

Attributes where Baseten and Elastic Stack differ
AttributeBasetenElastic Stack
Starting priceFreeOn request
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsWebCloud-hosted, Self-managed, Docker, Kubernetes (ECK)
CategorySoftware DevelopmentLogging
FoundedUnknown2011

Identical on both: 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 Baseten

Nothing recorded that Elastic Stack does not also cover.

Only in Elastic Stack

  • Full-text search
  • Log analytics
  • Security monitoring
  • Alerting
  • API
  • Webhooks
  • REST
  • Web support

What people use each for

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

Baseten

  • Custom model deploymentnot Elastic Stack
  • Fine-tuned LLM hostingnot Elastic Stack
  • Inference API scalingnot Elastic Stack

Elastic Stack

  • Distributed search and analytics engine for production-scale workloadsnot Baseten
  • Full-text search and vector search with approximate nearest neighbour supportnot Baseten
  • Security event tracking with field-level and document-level access controlnot Baseten
  • Machine learning capabilities including anomaly detection and forecastingnot Baseten

Where each one falls short

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

Baseten

  • Pro and Enterprise pricing not published; requires contacting sales
  • Pricing varies significantly by compute type and model

Elastic Stack

  • Self-managed deployment requires licensing based on node count and RAM usage
  • Serverless option has pending features including traffic filtering and bring-your-own-key encryption
  • Hosted deployment requires custom resource configuration for cluster management
  • Pricing models differ significantly across Hosted, Serverless, and Self-managed options

Pricing, plan by plan

Baseten

Free
  • BasicFree
    • Pay-as-you-go deployments
    • Dedicated model APIs
    • SOC 2 Type II and HIPAA compliance
  • Pro$null/month
    • Priority GPU access
    • Unlimited autoscaling
    • Volume discounts available
  • Enterprise$null/month
    • Self-hosted options
    • Custom SLAs
    • Data residency control

Elastic Stack

On request

No published plan breakdown. See the Elastic Stack review.

Which should you pick?

Choose Baseten if

  • You want to start without paying.
Baseten review

Choose Elastic Stack if

  • You need full-text search.
  • You work on Cloud-hosted, Self-managed, Docker, Kubernetes (ECK).
  • You also want log analytics.
Elastic Stack review

Questions people ask

Is Baseten or Elastic Stack better?
Neither clearly leads. Baseten starts at Free and Elastic Stack at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Baseten or Elastic Stack?
Baseten has a free tier; the other does not. Paid plans start at Free for Baseten and On request for Elastic Stack.
Does Baseten or Elastic Stack run on more platforms?
Baseten runs on Web. Elastic Stack runs on Cloud-hosted, Self-managed, Docker, Kubernetes (ECK).
Can I use Baseten for free?
Yes. Baseten has a free tier, so you can try it without paying. Elastic Stack starts at On request.
What is Baseten best used for?
Baseten is most often used for custom model deployment, fine-tuned llm hosting, inference api scaling. Of those, custom model deployment and fine-tuned llm hosting are not what Elastic Stack is typically brought in for.
What can Baseten do that Elastic Stack cannot?
Elastic Stack covers Full-text search, Log analytics, Security monitoring, Alerting.

Answered from the vendors’ own pages

Baseten: Does Baseten have a free tier?

Yes, Baseten's Basic plan is free with a pay-as-you-go model for dedicated deployments and model APIs.

Source
Elastic Stack: How much does Elastic Stack cost?

Elastic does not publish specific pricing on the Elastic Stack product page. Users can start a 14-day free trial with no credit card required, but ongoing subscription pricing requires contacting their sales team.

Source
Baseten: How are GPU instances priced on Baseten?

GPU instances are priced per minute: T4 at $0.01052/min, H100 at $0.10833/min, and B200 at $0.16633/min. CPU instances range from $0.00058 to $0.01382 per minute.

Source
Elastic Stack: What deployment options are available for Elastic Stack?

Users can deploy Elastic Stack on Elastic Cloud (hosted on AWS, Google Cloud, or Azure) or download it for self-managed deployment. Pricing for managed cloud hosting must be obtained by starting a trial or contacting sales.

Source
Baseten: What are Model API costs on Baseten?

Model API pricing varies by model: DeepSeek V4 Flash costs $0.13 per million input tokens and $0.028 per million output tokens; GLM-5.3-Flash costs $0.15 and $0.03 respectively.

Source
Baseten: Does Baseten charge for idle compute time?

No, Baseten does not charge for idle time; billing only covers active compute usage on deployments.

Source
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