#1
Starting at Custom
Has a free plan (Amazon Redshift doesn't)
Alternatives to Amazon Redshift Alternatives
4 alternatives compared · Amazon Redshift pricing starts at custom pricing · ✓ verified 39h ago
If Amazon Redshift isn't the right fit for your data warehouse & analytics engine needs — whether the price (custom pricing) doesn't match your budget, the feature set is too thin, or you want to avoid vendor lock-in — there are 4 legitimate alternatives in this category. Below we rank them by our StackScore (a weighted blend of price, feature coverage, and free-tier value), with verified pricing pulled directly from each vendor's live page.
The top alternative right now is Google BigQuery at Custom. Below that, you'll find 3 additional options ranging from free-plan options to premium tools — each linked to its full pricing breakdown plus a head-to-head comparison against Amazon Redshift.
#2
Starting at $263/mo
Starts at $263/mo
#3
#4
Ad · We earn from affiliate links — you pay the same price. Rankings never influenced by commissions.
About the data warehouse & analytics engine category
Cloud data warehouses in 2026 operate three pricing models. 'Credit/DBU-based compute' (Snowflake $2-5/credit, Databricks $0.07-0.95/DBU): pay for compute time with tier-based rate multipliers. Storage billed separately. 'Scanned data + slot capacity' (BigQuery $6.25/TiB on-demand or $0.04-0.10/slot-hour): pay per byte scanned with optional committed capacity. Storage free up to 10 GiB/month. 'Per-hour compute + storage' (Redshift $0.543/hr provisioned or $1.50/hr serverless RPU, Microsoft Fabric $263-8,408/month capacity SKUs): traditional hourly rates with reserved discounts. Snowflake remains the category leader by mindshare and enterprise adoption. Databricks dominates ML/AI workloads via Spark + Delta Lake + Unity Catalog. BigQuery is Google Cloud's serverless warehouse — zero infrastructure management. Redshift is AWS's offering, increasingly AWS-only shops default. Microsoft Fabric (launched 2023) unifies Power BI + Synapse + Data Factory + Data Engineering on one capacity reservation model. The 2024-2026 trend: open table formats (Iceberg, Delta Lake) unlock 'unified lakehouse' architecture — Snowflake added Iceberg support, Databricks Unity Catalog spans lakehouse + warehouse, Fabric built on OneLake with open formats. Committed/reserved capacity discounts range 24-50% vs pay-as-you-go. Free tiers exist (BigQuery 1 TiB query + 10 GiB storage/month, Redshift $300/90-day) but production workloads universally require paid tier.
How to choose: buying criteria for data warehouse & analytics engine
First: what's your cloud? AWS-primary: Redshift (native integration, data egress savings) or Snowflake (AWS-hosted). GCP-primary: BigQuery (serverless, native GCP integration). Azure/Microsoft: Fabric or Snowflake (Azure-hosted). Multi-cloud: Snowflake (runs across AWS/Azure/GCP with same features) or Databricks. Second: workload type? Traditional BI reporting (dashboards, periodic queries): BigQuery on-demand ($6.25/TiB scanned) or Snowflake Standard. ML/data science + engineering pipelines: Databricks (Spark + notebooks + MLflow native). Real-time analytics (<10 second queries): Snowflake with warehouses sized appropriately or BigQuery BI Engine ($0.0416/GiB-hour cache). Operational analytics (embed in product): Snowflake Enterprise with read-optimized warehouses. Third: team sophistication? SQL-only analyst teams: Snowflake (strongest SQL ergonomics), BigQuery, Redshift. Data engineering + ML teams: Databricks (notebooks, Python/Scala/SQL/R, MLflow, Delta Lake). Mixed: all five support SQL + programming APIs. Fourth: scale and volume? Small (<1 TB): BigQuery on-demand free tier covers most, Snowflake X-Small warehouses are cheapest. Medium (1-100 TB): Snowflake Standard or Databricks SQL. Large (100 TB-10 PB): Snowflake Enterprise with multi-cluster, BigQuery with capacity pricing, Databricks SQL Pro/Serverless. Massive (10+ PB): Snowflake Business Critical, Databricks Enterprise, BigQuery Enterprise Plus. Fifth: compliance? All five support SOC 2 + HIPAA via enterprise tiers. Snowflake Business Critical + Databricks Enterprise + BigQuery Enterprise Plus add Tri-Secret Secure / customer-managed keys / FedRAMP. Sixth: AI workload focus? Databricks (Mosaic AI, vector search, RAG), Snowflake Cortex (SQL functions for LLMs), BigQuery ML + Gemini integration all compete here. Seventh: storage vs compute ratio? If storage-heavy + compute-light: BigQuery's $6.25/TiB scanned can be unpredictable. If compute-heavy + storage-light: Snowflake separate compute/storage billing is favorable.
Building Your Business Stack?
Decision-makers comparing tools often need more than one category. Here are related comparisons:
Frequently Asked Questions
- What are the best alternatives to Amazon Redshift in 2026?
- The top alternative to Amazon Redshift is Google BigQuery with a StackScore of 85/100. Other options include Microsoft Fabric and Snowflake. All prices verified daily.
- Is there a cheaper alternative to Amazon Redshift?
- Yes! Microsoft Fabric starts at $263/mo, which is cheaper than Amazon Redshift's custom pricing.
- Are there free alternatives to Amazon Redshift?
- Yes! Google BigQuery offers free plans you can use as an alternative.