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Technology · head to head

Netlify vs Trino

Netlify logo

Netlify

Technology

The fastest way to build the fastest sites

From
Free
Rated
-
Full reviewWebsite
Trino logo

Trino

Technology

A distributed SQL engine that queries data where it already lives, across object storage, warehouses and operational databases.

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Netlify the free tier is an individual account with 300 credits; team members require the Pro plan at $20 a month; Trino trino stores nothing and computes no statistics of its own, so the plan it produces is only as good as the partitioning, file sizes and table statistics on the source; a Hive table of thousands of small files or a lake with no stats produces a slow query the engine cannot improve.
  • They diverge on capability: Netlify covers Continuous deployment, Trino covers Federated querying.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Netlify and Trino actually diverge.

Attributes where Netlify and Trino differ
AttributeNetlifyTrino
Pricing modelfreemiumopen-source
Founded2014Unknown

Identical on both: starting price (Free), free tier (Yes), platforms (Web), user rating (Not yet rated), category (Technology).

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 Netlify

  • Continuous deployment
  • Instant rollbacks
  • Deploy previews
  • Split testing
  • Forms handling
  • Identity/Auth
  • Serverless functions
  • Edge handlers

Only in Trino

  • Federated querying
  • Connector architecture
  • Predicate and aggregation pushdown
  • Massively parallel execution
  • Fault-tolerant execution
  • Resource groups
  • Iceberg and Delta table support
  • Standard client protocols

What people use each for

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

Netlify

  • Hosting static sites and frontend frameworks with global CDN deliverynot Trino
  • Deploy previews on every pull requestnot Trino
  • Serverless functions alongside a static sitenot Trino
  • Netlify Database and Blob storage for small application statenot Trino

Trino

  • Ad hoc analysis that spans a data lake and one or more operational databases, without building an ingestion pipeline firstnot Netlify
  • Serving a BI tool a single SQL endpoint over an estate that is actually several separate storage systemsnot Netlify
  • Querying Iceberg or Delta tables on object storage interactively, as the compute layer of a lakehousenot Netlify
  • Investigating whether a dataset is worth ingesting, by querying it in place before committing to a pipeline for itnot Netlify

Where each one falls short

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

Netlify

  • The free tier is an individual account with 300 credits; team members require the Pro plan at $20 a month
  • Everything is metered in credits, so bandwidth at 20 credits per GB and production deploys at 15 credits each consume the allowance in ways a bandwidth figure alone would not show
  • Compute is billed at 10 credits per GB-hour, so server-rendered work costs more than static hosting
  • Running past the allowance means buying credit packs, at $5 for 500 on Personal and $10 for 1,500 on Pro
  • AI inference is priced by model rather than at a flat credit rate

Trino

  • Trino stores nothing and computes no statistics of its own, so the plan it produces is only as good as the partitioning, file sizes and table statistics on the source; a Hive table of thousands of small files or a lake with no stats produces a slow query the engine cannot improve.
  • Federated queries pull data out of the systems they touch, so a join between a lake table and a production Postgres can put a full table scan onto an OLTP database that other applications depend on, and the person who wrote the query will not see the incident it causes.
  • Releases come roughly every one to two weeks with no community long-term support line, and deprecations arrive quickly, so you either dedicate someone to keeping current or you buy Starburst Enterprise for a supported long-term version.
  • It is memory-based and disk spilling was deprecated in favour of fault-tolerant execution, so a query exceeding cluster memory fails outright rather than degrading; enabling fault-tolerant execution requires an external exchange store on object storage and makes queries measurably slower.
  • It is a query engine and not a warehouse: there is no built-in job scheduling, no incremental materialised view maintenance and no transformation framework, so producing curated tables still needs dbt or an equivalent layer that somebody has to own.
  • The 2020 fork split the ecosystem, so documentation, connectors, Stack Overflow answers and vendor material written before then describe PrestoDB, which is now a different project with different behaviour, and following the wrong one wastes real time.

Pricing, plan by plan

Netlify

Free
  • Free PlanFree
    • 300 credit limit
    • Deploy previews, custom domains with SSL, functions, database storage
    • Global CDN access
  • Personal Plan$9/month
    • 1000 credits
    • Smart secret detection
    • Extended observability 1-day
  • Pro Plan$20/month
    • 3000 credits
    • Private repositories, shared environment variables
    • Concurrent builds 3 plus
  • Enterprise Plan$null/mo
    • Unlimited credits
    • 99.99 percent SLA guarantee
    • Enterprise networking, SSO/SCIM integration

Trino

Free

No published plan breakdown. See the Trino review.

Which should you pick?

Choose Netlify if

  • You need continuous deployment.
  • You want to start without paying.
  • You also want instant rollbacks.
Netlify review

Choose Trino if

  • You need federated querying.
  • You want to start without paying.
  • You also want connector architecture.
Trino review

Questions people ask

Is Netlify or Trino better?
Neither clearly leads. Netlify starts at Free and Trino at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Netlify or Trino?
Netlify starts at Free and Trino at Free.
Does Netlify or Trino run on more platforms?
Both run on Web, so platform support will not decide this one for you.
Can I use Netlify for free?
Both have a free tier, so you can try either at no cost before committing.
What is Netlify best used for?
Netlify is most often used for hosting static sites and frontend frameworks with global cdn delivery, deploy previews on every pull request, serverless functions alongside a static site, netlify database and blob storage for small application state. Of those, hosting static sites and frontend frameworks with global cdn delivery and deploy previews on every pull request are not what Trino is typically brought in for.
What can Netlify do that Trino cannot?
Netlify covers Continuous deployment, Instant rollbacks, Deploy previews, Split testing. Trino covers Federated querying, Connector architecture, Predicate and aggregation pushdown, Massively parallel execution.

Answered from the vendors’ own pages

Netlify: Is Netlify free?

Netlify offers a free tier with 300 credits per month, suitable for individual developers. It includes deploy previews, custom domains with SSL, functions, database storage, and global CDN access.

Source
Trino: What is the difference between Trino and Presto?

They share an origin. The original creators left Meta and renamed their fork from PrestoSQL to Trino in December 2020; PrestoDB continues separately under the Linux Foundation. They have diverged in features, connectors and SQL behaviour, so material written for one may not apply to the other.

Netlify: What is Netlify's pricing model?

Netlify charges based on credits. Production deployments cost 15 credits at 0.10 dollars each. Compute costs 10 credits per GB-hour at 0.07 dollars. Bandwidth costs 20 credits per GB at 0.13 dollars. Web requests cost 2 credits per 10000 requests at 0.01 dollars.

Source
Trino: Does Trino replace my data warehouse?

Not on its own. It is compute without storage, scheduling or transformation. Paired with Iceberg or Delta on object storage and something like dbt for modelling it can serve as a lakehouse; used alone it is a query layer over what you already have.

Netlify: What does the Pro plan include?

The Pro Plan costs 20 dollars per month and includes 3000 credits, private repositories, shared environment variables, 3 plus concurrent builds, and 30-day analytics periods.

Source
Trino: Why is my federated query slow?

Usually because a connector could not push a filter or aggregation down, so Trino is pulling whole tables across the network to join them itself. The fix is usually better source-side partitioning or statistics, or ingesting that source rather than federating it.

Trino: What happens when a query runs out of memory?

It fails. Disk spilling was deprecated in favour of fault-tolerant execution, which checkpoints to an external exchange store such as S3 and lets long queries survive memory pressure and worker loss, at the cost of noticeably slower execution.

Trino: Is there commercial support?

Yes, from Starburst, which offers Starburst Enterprise with long-term supported releases and Starburst Galaxy as a managed service. The open source project itself has no long-term support line.

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