Best Cloud for Data Analytics (2026)
Compare data warehouse and analytics pricing across AWS, Azure, and GCP.
- + Cheapest for Compute
- + 218 tiers for fine-grained rightsizing
Provider Rankings
| Rank | Provider | Score | Tiers | Categories |
|---|---|---|---|---|
| #1 | GCP | 80 | 218 | Data Warehouse, Compute |
| #2 | AWS | 60 | 1152 | Data Warehouse, Compute |
| #3 | Azure | 40 | 1632 | Data Warehouse, Compute |
Median Price by Category
Median on-demand hourly price (US East region, Linux). Lower is better.
| Provider | Data Warehouse | Compute |
|---|---|---|
| GCP | $0.1100/hr | $0.6759/hr |
| AWS | $0.0980/hr | $1.46/hr |
| Azure | $1.90/hr | $1.16/hr |
Provider Details
- + Cheapest for Compute
- + 218 tiers for fine-grained rightsizing
- + Cheapest for Data Warehouse
- + Data Warehouse from $0.0980/hr median
- + 1152 tiers for fine-grained rightsizing
- - Most expensive for Compute
- + 1632 tiers for fine-grained rightsizing
- - Most expensive for Data Warehouse
Methodology
Scores are calculated from real on-demand pricing data (US East region, Linux). For each service category, providers are ranked by median hourly price. A provider's score is the average of its per-category rankings (1st = 100, last = 20), multiplied by a coverage factor — providers missing required categories are penalized. Data source: official cloud provider APIs, updated daily.
Last updated: April 6, 2026
FAQ
What is the best cloud provider for data analytics?
Based on on-demand pricing data, GCP scores highest for this workload with a score of 80/100. 3 providers were compared across 2 service categories.
How are the scores calculated?
Scores are calculated from real on-demand pricing data (US East region, Linux). For each service category, providers are ranked by median hourly price. A provider's score is the average of its per-category rankings (1st = 100, last = 20), multiplied by a coverage factor — providers missing required categories are penalized. Data source: official cloud provider APIs, updated daily.
What budget should I plan for data engineers and analytics teams?
Typical monthly spend for this workload ranges from $500–50,000/mo. The actual cost depends on traffic, data volume, and specific service choices.