# Google BigQuery vs Snowflake

**Leader by Vioscale score:** Snowflake

| Attribute | Google BigQuery | Snowflake |
|---|---|---|
| **Vioscale score** | 46.2 (49% (low)) | 65.9 (63% (medium)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | BigQuery is a fully managed, serverless data warehouse that supports analytics, machine learning, and AI applications. It enables users to store and query large datasets while integrating built-in AI capabilities for predictive analytics and natural language interaction. | Snowflake is a fully managed cloud data warehouse that handles data ingestion, processing, analytics, and AI model deployment. It enables zero-copy data sharing across teams, clouds, and external organizations while maintaining built-in governance and security. |
| features.capabilities | `{"in_db_ml":true,"deployment":"managed","sql_dialect":"vendor","architecture":"serverless","data_sharing":true,"license_class":"proprietary","semi_structured":"first_class","federation_query":true,"streaming_ingest":false}` | `{"in_db_ml":true,"deployment":"managed","data_sharing":true,"compute_model":"virtual_warehouse","license_class":"proprietary","table_formats":"Apache Iceberg","semi_structured":"first_class","streaming_ingest":true,"concurrency_scaling":"automatic"}` |
| integrations.count | 4 | 750 |
| integrations.list | `[{"name":"Gemini Enterprise Agent Platform"},{"name":"Data Engineering Agent"},{"name":"Data Science Agent"},{"name":"Conversational Analytics Agent"}]` | `[{"name":"AWS"},{"name":"Microsoft Azure"},{"name":"Google Cloud Platform"},{"name":"Streamlit"},{"name":"Apache Iceberg"},{"name":"PyTorch"},{"name":"NVIDIA"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"Free tier","summary":"10 GiB storage + 1 TiB queries/month","description":"Monthly free allocation","contactSales":false,"includedLimits":{"queries":"1 TiB/month","storage":"10 GiB"}}],"summary":"Free tier with 10 GiB storage and 1 TiB monthly queries. New customers receive $300 in free credits.","currency":"USD","freeTier":true,"sourceUrl":"https://cloud.google.com/dotnet/docs/reference/Google.Cloud.Channel.V1/1.7.0/Google.Cloud.Channel.V1.ListChannelPartnerRepricingConfigsResponse","retrievedAt":"2026-08-14T15:28:19.613Z"}` | `{"type":"consumption","plans":[{"free":false,"name":"Standard","description":"Entry-level offering with core platform functionality","contactSales":false},{"free":false,"name":"Enterprise","description":"Most popular; addresses high-growth and large-scale customers with multi-cluster compute and extended governance","contactSales":false},{"free":false,"name":"Business Critical","description":"For highly regulated industries with Tri-Secret Secure, private connectivity, and disaster recovery","contactSales":false},{"free":false,"name":"Virtual Private Snowflake","description":"Dedicated isolated environment with all Business Critical features","contactSales":true}],"summary":"Consumption-based pricing by compute and storage usage; specific rates referenced in Snowflake Service Consumption Table","currency":"USD","freeTier":false,"sourceUrl":"https://www.snowflake.com/en/pricing-options/?utm_content=body-text&mkt_tok=3p.ds&gclid=324","retrievedAt":"2026-08-14T15:29:09.877Z"}` |
| pricing.free_tier | yes | no |
| pricing.model | freemium | commercial |
| pricing.price_level | low | unknown |
| pricing.transparent | no | yes |
| reliability.status_page | yes | yes |
| security.disclosure_policy | - | yes |
| security.fedramp | - | yes |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.pci | - | yes |
| security.soc2 | - | yes |

## Capabilities (Data Warehouse Software)

| Capability | Google BigQuery | Snowflake |
|---|:--:|:--:|
| **Deployment** |  |  |
| Deployment | Managed cloud | Managed cloud |
| **Architecture** |  |  |
| Architecture | Serverless | - |
| Compute model | - | Virtual warehouses |
| **Query** |  |  |
| SQL dialect | Vendor-specific | - |
| Federation / lakehouse query-in-place | ✓ | - |
| **Interoperability** |  |  |
| Table-format support | - | Apache Iceberg |
| **Scale** |  |  |
| Concurrency scaling | - | Automatic |
| **Ingestion** |  |  |
| Streaming ingest | ✗ | ✓ |
| **Data model** |  |  |
| Semi-structured (JSON/VARIANT) | First-class | First-class |
| **Analytics** |  |  |
| ML / in-DB functions | ✓ | ✓ |
| **Sharing** |  |  |
| Data sharing / marketplace | ✓ | ✓ |
| **Licensing** |  |  |
| Licence class | Proprietary | Proprietary |

*Source: Vioscale. Generated 2026-09-01T14:32:28.126Z. "-" = undocumented, not absent.*