Fazlur Rahman
Snowflake charges $2-$4 per credit plus $23-$40/TB/mo storage. BigQuery on-demand is $6.25/TiB scanned; flat-rate starts at $2,000/mo for 100 slots. Redshift RA3 runs $1.086-$3.84/node-hr; Redshift Serverless is per-RPU pricing (Source: Snowflake, Google Cloud, AWS pricing, 2026). All three land within 30% on price-performance at equivalent spend — choose by ecosystem fit and workload pattern, not raw price.
Last verified: Sep 14, 2026.
At a glance
- Snowflake: $2-$4/credit + $23-$40/TB/mo storage
- BigQuery: $6.25/TiB on-demand OR $2,000/mo per 100 slots flat-rate
- Redshift: $1-$4/node-hr reserved; Serverless per-RPU
- Within 30% on price-performance for standard SQL
- Choose by ecosystem fit, not raw price
Snowflake pricing detail
Snowflake uses per-second credit consumption tied to warehouse size. Larger warehouses consume more credits per second but complete queries faster, so total credit consumption depends on workload.
| Edition | Credit Price (USD) | Key Features |
|---|---|---|
| Standard | $2 - $3 | Core SQL, secure data sharing, time travel |
| Enterprise | $3 - $4 | Multi-cluster, 90-day time travel, materialized views |
| Business Critical | $4 - $5 | HIPAA, PCI DSS, customer-managed keys |
| VPS | Custom | Single-tenant, dedicated metadata server |
Storage: $23 per TB per month on-demand for Standard; $40 per TB per month for Business Critical on-demand; capacity storage discounts available.
Source: Snowflake credit consumption table, 2026.
BigQuery pricing detail
BigQuery has two distinct pricing models: on-demand and flat-rate. Choose based on query predictability.
| Edition | On-Demand | Flat-Rate Starting Price | Storage (per GB/mo) |
|---|---|---|---|
| Standard | $6.25/TiB scanned | $2,000/mo (100 slots) | Active: $0.02-$0.04; Long-term: $0.01-$0.02 |
| Enterprise | Same | $4,000/mo (200 slots) | Same |
| Business Critical | Same | Custom quote | Same |
| Enterprise Plus | Same | Custom quote | Same |
Source: Google Cloud BigQuery pricing, 2026.
Redshift pricing detail
Redshift offers provisioned (RA3) and serverless deployment modes. Provisioned allows more control; serverless simplifies operations.
| Deployment | Pricing Model | Example (4-node cluster) |
|---|---|---|
| Redshift Provisioned (RA3) | $1.086-$3.84 per node-hour | 4× ra3.4xlarge: $5.75/hr (~$4,200/mo) |
| Redshift Serverless | $0.375 per RPU-hour (base 32 RPU) | 32 RPU base: $12/hr (~$8,800/mo minimum) |
| Redshift Reserved Instances | 1-3 year commit, 30-70% discount | 4× ra3.4xlarge 1-year: ~$2,500/mo |
| Redshift Managed Storage | $0.024 per GB per month | 10TB stored: $240/mo |
Source: Amazon Redshift pricing, 2026.
Total cost comparison example
Compare TCO for a representative 10TB data warehouse workload. Numbers reflect a mid-size enterprise analytics team running 100 queries/day with mixed ad-hoc and ETL patterns.
| Platform | Compute | Storage | Total Monthly | Notes |
|---|---|---|---|---|
| Snowflake (Enterprise) | $8,000 (1,000 credits @ $3) | $230 (10TB on-demand) | $8,230 | Auto-suspend enabled |
| BigQuery (Flat-Rate) | $8,000 (400 slots @ $20) | $200 (10TB active) | $8,200 | Flat-rate for predictability |
| Redshift Provisioned (RA3) | $4,200 (4× ra3.4xlarge) | $240 (10TB managed) | $4,440 | Requires capacity planning |
| Redshift Serverless | $8,800 (32 RPU base) | $240 | $9,040 | No capacity planning |
Source: Vendor pricing calculations for representative mid-market workload, 2026.
Internal links
See related cloud data and FinOps guides: Databricks vs Snowflake, Cloud DWH cost comparison, and AWS cost optimization.
Alternatives to consider
If neither contender in this comparison fits, these adjacent options are worth a look:
- Premium tier (when both candidates are mid-tier and you want the flagship experience).
- Budget tier (when you'd use the cheapest viable alternative anyway).
- Niche alternative (when one specific dimension — battery, ecosystem, weight — dominates your decision).
FAQs
See FAQ section above for Snowflake vs BigQuery vs Redshift pricing detail, ad-hoc vs high-volume workload fit, and price-performance benchmarks.
Data warehouse TCO comparison example
Compare TCO for a 50TB data warehouse with mixed query load. Numbers reflect a representative mid-size enterprise analytics workload running 200 queries/day with mixed ad-hoc and ETL patterns.
| Platform | Configuration | Monthly Cost | Annual Cost | Best For |
|---|---|---|---|---|
| Snowflake Enterprise | X-Large warehouse, auto-suspend | $4,200 | $50,400 | Mixed workloads, data sharing |
| BigQuery Standard Flat-Rate | 200 slots | $4,000 | $48,000 | Serverless simplicity |
| Redshift Provisioned RA3 | 4× ra3.4xlarge, 1-year RI | $3,500 | $42,000 | AWS integration, predictable cost |
| Redshift Serverless | 32 RPU base | $8,800 | $105,600 | No capacity planning |
| Databricks SQL | Medium cluster, auto-scaling | $5,500 | $66,000 | Lakehouse architecture |
Source: Vendor pricing calculations for representative 50TB analytics workload, 2026.
FAQ expansion
Q: Which data warehouse is best for machine learning workloads? Snowflake and Databricks are the strongest for ML workflows because of Snowpark and Databricks' ML runtime. BigQuery ML is competitive for simpler use cases. Redshift ML integrates with SageMaker for advanced ML workflows.
Q: Can I migrate from one data warehouse to another? Yes. Most warehouses support SQL dialects with minor variations. Tools like AWS Schema Conversion Tool, Snowflake's migration utilities, and dbt can simplify migration. Most migrations take 3-9 months depending on complexity.
Q: Which has the best data sharing capabilities? Snowflake pioneered secure data sharing across organizations without copying data. Databricks Delta Sharing provides similar cross-organization capabilities. BigQuery Analytics Hub and Redshift Data Sharing offer more limited data sharing within or across AWS accounts.
For ad-hoc analytics with sporadic query patterns, BigQuery on-demand is typically most cost-effective. Snowflake and Redshift provision compute that runs even during idle periods unless aggressively auto-suspended. BigQuery on-demand charges only for data scanned per query.
For continuous ETL workloads, Reserved Instances on Redshift or reserved slots on BigQuery offer predictable cost. Snowflake's larger warehouse sizes scale linearly and benefit from volume discounts.
Total cost of ownership considerations extend well beyond the per-seat or per-month pricing displayed on vendor websites. Implementation services typically add 50-100 percent of the first-year license cost for mid-market and enterprise deployments. Training, integration, change management, and ongoing customer success plans add further costs that may not be reflected in initial vendor quotes. Organizations should request comprehensive three-year TCO estimates from vendors and validate against independent implementation partner quotes.
For most enterprise technology decisions, the licensing model structure matters as much as the headline price. Per-user pricing favors smaller deployments and grows linearly with headcount. Per-account pricing favors environments with fewer but higher-value accounts. Per-event pricing requires careful usage modeling to predict total cost. Per-tenant pricing favors consolidated deployments. Choose a licensing model that aligns with your consumption pattern and growth trajectory.
Industry analysts and peer benchmarks provide useful pricing reference points but should not replace a structured proof-of-concept evaluation. Most enterprise technology decisions benefit from at least 4-8 weeks of hands-on evaluation including security review, integration testing, performance benchmarking, and reference customer interviews. The time invested in thorough evaluation typically returns dividends through better vendor selection and faster deployment.
Negotiation leverage varies significantly with deal size, contract length, and competitive pressure. Annual prepaid contracts typically receive 10-20 percent discount versus monthly billing. Multi-year commitments (2-3 years) can unlock 20-40 percent discount but create switching costs. Competitive RFPs with at least two viable alternatives typically yield the best pricing. Engage procurement and legal early in the evaluation to maximize leverage.
Migration from incumbent vendors typically involves parallel run periods of 3-12 months during which both systems are maintained. The cost of parallel operations, dual licensing, and integration maintenance should be factored into the migration business case. Most migrations deliver net positive ROI within 18-24 months when total cost is analyzed comprehensively.
