Starburst Pricing in 2026

Starburst pricing guide details

Pricing Overview

Starburst uses a credit-based pricing model for its managed cloud platform, Starburst Galaxy, with four distinct tiers ranging from a permanent free plan to mission-critical enterprise deployments. Credits are consumed based on compute usage, giving teams direct control over spend relative to query workloads. This consumption-based approach means you only pay for the compute you actually use, which can be a significant advantage for teams with variable analytics demand.

The free tier is genuinely useful for evaluation and small projects, supporting up to 3 clusters with standard execution. Paid tiers start at $0.50/credit (Pro) and scale to $1.00/credit (Mission-Critical), with each step adding operational controls, security features, and support guarantees. Starburst also offers a self-managed Enterprise edition for on-premises and hybrid deployments, which requires contacting sales for custom pricing.

We think the credit-based model is well-suited to analytics workloads where usage fluctuates, though it does require careful monitoring to avoid bill surprises. The fact that Starburst held pricing steady through the 2026 infrastructure cost increases (when many competitors raised prices) signals confidence in their cost structure.

Plan Comparison

Starburst Galaxy offers four tiers. Here is what you get at each level:

The Pro tier at $0.50/credit is the sweet spot for most data teams. It unlocks flexible cluster execution modes and streaming ingest, which are the two features you will miss most on the free plan. Enterprise at $0.75/credit adds the security and autoscaling controls that larger organizations require, including attribute-based access control (ABAC) and SCIM provisioning for automated user management. The Mission-Critical tier at $1.00/credit is reserved for workloads where downtime or governance failures carry serious business risk, and it comes with elite support, advanced governance integrations, and the highest uptime guarantees Starburst offers.

Starburst also offers a 30-day free trial that includes $500 in compute credits and access to Enterprise-tier features like autoscaling, cross-region connectivity, and access controls. This trial gives you access to accelerated Warp Speed clusters and fault-tolerant execution, so you can test production-grade performance before committing to a paid plan. After the trial ends, your account downgrades to the free tier automatically, with no surprise charges.

For teams that need self-managed deployments, Starburst Enterprise supports on-premises, hybrid, and air-gapped environments. This product does not use the credit-based Galaxy pricing and instead requires a custom quote through the Starburst sales team.

Hidden Costs and Considerations

The credit-based model means your actual monthly bill depends entirely on query volume and cluster runtime. Teams running complex federated queries across multiple data sources should expect higher credit consumption than simple lakehouse analytics. A single query joining tables across three different connectors will consume more credits than a straightforward query against a single Iceberg table.

Watch for these costs that are not immediately obvious: data egress charges from your cloud provider when querying across regions, the compute overhead of enabling Warp Speed caching for accelerated performance, and the step-up from Pro to Enterprise pricing if you need ABAC controls or PrivateLink connectivity. We recommend budgeting a monitoring buffer of 15-20% above projected usage for the first few months.

How Starburst Pricing Compares

Starburst competes in the broader data platform space, though direct pricing comparisons are tricky since competitors use different billing models and serve different primary use cases. Here is how the entry points stack up:

Starburst is not the cheapest option on this list, and it should not be. It solves a fundamentally different problem: querying data across dozens of sources without moving it. The 50+ connectors and federated SQL engine mean you can join data from a PostgreSQL database, an S3 data lake, and a Snowflake warehouse in a single query. None of the competitors listed above can do that.

If your team needs to run SQL across a data lake, a warehouse, and three operational databases simultaneously, the credit-based pricing will likely cost less than maintaining separate ETL pipelines to consolidate everything into one warehouse. MotherDuck at $25/mo and InfluxDB at $250/mo are simpler and cheaper for single-source analytics, but they cannot replace Starburst's federated query engine. Neo4j at $65/mo serves an entirely different purpose with its graph database model.

We recommend starting with the free tier or the 30-day trial ($500 in credits) to benchmark your actual credit consumption before committing to a paid plan. The trial is particularly valuable because it gives you Enterprise-tier features, so you can see whether the premium capabilities justify the $0.75/credit price point for your workloads.