# Databricks vs SingleStore

**Leader by vioscaleAI score:** SingleStore

| Attribute | Databricks | SingleStore |
|---|---|---|
| **vioscaleAI score** | 52.9 (47% (low)) | 78.8 (68% (medium)) |
| content.faq | `[{"answer":"Databricks is a data lakehouse platform that merges data lake scalability with warehouse reliability and performance. It enables organizations to ingest, prepare, and analyze data while building AI applications with integrated governance and compliance. It is indexed under Data Warehouse Software.","source":"https://www.databricks.com/dataaisummit/pricing","question":"What is Databricks?","confidence":0.6},{"answer":"Databricks offers a free tier, so you can start without paying. Paid plans start at $0.07. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://databricks.com","question":"Is Databricks free?","confidence":0.6},{"answer":"Databricks supports the web and Android. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.databricks.com/dataaisummit/pricing","question":"What platforms does Databricks support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Databricks, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.databricks.com/dataaisummit/session/creating-better-travel-experiences-all-confronting-airline-pricing","question":"Can Databricks be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for Databricks, including Teams, Slack, Confluence, Power Platform, Copilot Studio and Zerobus. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.databricks.com/dataaisummit/pricing","question":"What does Databricks integrate with?","confidence":0.6},{"answer":"Databricks is available worldwide. Its primary market is the United States.","source":"https://www.databricks.com/dataaisummit/session/creating-better-travel-experiences-all-confronting-airline-pricing","question":"Where is Databricks available?","confidence":0.75}]` | `[{"answer":"A high-performance distributed database that enables real-time data ingestion from and querying of Apache Iceberg data lakes without complex ETL tooling, supporting bi-directional data flow between the database and data lakes. It is indexed under Data Warehouse Software.","source":"https://www.singlestore.com","question":"What is SingleStore?","confidence":0.6},{"answer":"SingleStore offers a free tier, so you can start without paying. Paid plans start at $0.02. Pricing changes often, so verify at source before relying on it.","source":"https://www.singlestore.com","question":"Is SingleStore free?","confidence":0.6},{"answer":"SingleStore supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.singlestore.com","question":"What platforms does SingleStore support?","confidence":0.6},{"answer":"Yes. SingleStore can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.singlestore.com/pricing/","question":"Can SingleStore be self-hosted?","confidence":0.6},{"answer":"We have confirmed 16 integrations for SingleStore, including Kafka, Amazon S3, HDFS, MongoDB, Okta, Azure AD, Ping and Apache Iceberg, plus 8 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.singlestore.com","question":"What does SingleStore integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for SingleStore. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as SingleStore not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.singlestore.com/security/","question":"What security certifications does SingleStore have?","confidence":0.7},{"answer":"SingleStore is available worldwide. The vendor is headquartered in the United States.","source":"https://www.singlestore.com/pricing/","question":"Where is SingleStore available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | An integrated data and AI platform built on open formats that merges transactional reliability with analytics and machine learning capabilities, enabling organizations to manage data, models, and AI applications together without vendor lock-in. | SingleStore is a unified database platform that processes both transactions and analytics with low-latency query performance and high-volume data ingestion capabilities, including native Apache Iceberg integration for lakehouse connectivity. |
| features.capabilities | `{"in_db_ml":true,"deployment":"managed","sql_dialect":"vendor","architecture":"separated","data_sharing":true,"compute_model":"serverless","license_class":"proprietary","table_formats":"Delta, Iceberg","semi_structured":"first_class","streaming_ingest":true,"concurrency_scaling":"automatic"}` | `{"deployment":"hybrid","sql_dialect":"vendor","architecture":"coupled_mpp","data_sharing":true,"license_class":"proprietary","semi_structured":"first_class","federation_query":true,"streaming_ingest":true}` |
| integrations.count | 14 | 8 |
| integrations.list | `[{"name":"Teams"},{"name":"Slack"},{"name":"Confluence"},{"name":"Power Platform"},{"name":"Copilot Studio"},{"name":"Zerobus"},{"name":"Microsoft Power Platform","category":"integration_platform"},{"name":"Microsoft Teams","native":true,"category":"chat"},{"name":"Apache Spark","native":true},{"name":"MLflow","native":true},{"name":"Delta Lake","native":true},{"name":"Apache Iceberg","native":true},{"name":"Unity Catalog","native":true},{"name":"Lakeflow","native":true},{"name":"Databricks SQL","native":true},{"name":"Databricks Genie","native":true},{"name":"Lakebase","native":true},{"name":"dbt","native":false},{"name":"Trino","native":false},{"name":"LangChain","native":false},{"name":"PyTorch","native":false},{"name":"DSPy","native":false}]` | `[{"name":"Kafka"},{"name":"Amazon S3"},{"name":"HDFS"},{"name":"MongoDB"},{"name":"Okta"},{"name":"Azure AD"},{"name":"Ping"},{"name":"Apache Iceberg","native":true,"category":"data_integration","direction":"bidirectional"},{"name":"AWS Glue","native":true,"category":"data_catalog"},{"name":"AWS S3","native":true,"category":"storage"},{"name":"MySQL","native":true,"category":"database"},{"name":"Langchain","native":true,"category":"ai_ml"},{"name":"VS Code","native":true,"category":"ide"},{"name":"Metabase","category":"bi_analytics"},{"name":"Snowflake","category":"data_platform"},{"name":"Cloudera","category":"data_platform"},{"name":"node-mysql2","category":"driver"},{"name":"go-sql-driver/mysql","category":"driver"},{"name":"S3","native":true,"category":"storage","direction":"inbound"},{"name":"Power BI","native":true,"category":"analytics","direction":"outbound"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true,"android":true}` | `{"cli":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Data Engineering","summary":"From $0.15 / DBU per second","features":["Orchestrate data processing","Build streaming and batch pipelines","Ingest data from multiple sources"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.15,"currency":"USD"}],"description":"Orchestrate data processing, machine learning and analytics pipelines","contactSales":false},{"free":false,"name":"Data Warehousing","summary":"From $0.22 / DBU per second","features":["SQL analytics","BI reporting","Available in Classic and Serverless compute"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.22,"currency":"USD"}],"description":"Run SQL queries for BI reporting, analytics and visualization","contactSales":false},{"free":false,"name":"Interactive Workloads","summary":"From $0.40 / DBU per second","features":["Data science workloads","Build custom applications","Security and governance"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.4,"currency":"USD"}],"description":"Run interactive data science and machine learning workloads","contactSales":false},{"free":false,"name":"Operational Database","summary":"From $0.069 / CU per second","features":["Postgres database","Data and feature serving"],"components":[{"per":{"qty":1,"unit":"CU"},"kind":"metered","amount":0.069,"currency":"USD"}],"description":"Fully-managed Postgres transactional database for data and feature serving","contactSales":false},{"free":false,"name":"Artificial Intelligence","summary":"From $0.07 / DBU per second","features":["GenAI applications","Model Serving","AI Functions","Model Training"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.07,"currency":"USD"}],"description":"Build production-quality GenAI or ML applications","contactSales":false},{"free":true,"name":"Genie","summary":"From $0.07 / DBU beyond free usage","features":["Natural language Q&A","AI Coding Assistant","Enterprise Knowledge access"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.07,"currency":"USD"}],"description":"AI assistance for every team with natural language query access","contactSales":false}],"summary":"Pay-as-you-go usage-based pricing from $0.069 / DBU or CU per second. Committed Use Contracts available for volume discounts. Free tier available.","currency":"USD","freeTier":true,"sourceUrl":"https://databricks.com","retrievedAt":"2026-08-03T12:39:38.438Z","startingPrice":{"amount":0.069,"period":"month","currency":"USD"}}` | `{"type":"hybrid","plans":[{"free":true,"name":"Free Workspace","summary":"Free","features":["Shared Workspace","All SQL and Programmability features","Monitoring","Self-support"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Shared workspace for evaluation, development and non-production testing","contactSales":false},{"free":false,"name":"Standard","summary":"Starts at $0.99/hr + $0.023/GB storage","features":["Read-replicas","All SQL and Programmability features","Database Branching","Monitoring (30-day)","99.9% SLA (1 AZ) or 99.99% SLA (2 AZ)","Standard Support"],"components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":0.99,"currency":"USD"},{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.023,"currency":"USD"}],"description":"For general-purpose production workloads","contactSales":false},{"free":false,"name":"Standard BYOC","summary":"Contact us for pricing","features":["Fully managed within customer VPC","Read-replicas","All SQL and Programmability features","Monitoring (30-day)","Standard Support"],"description":"Bring Your Own Cloud - fully managed within customer VPC","contactSales":true},{"free":false,"name":"Enterprise","summary":"Starts at $1.49/hr","features":["Online PITR","Smart DR","Audit Logging","CMEK","99.9% SLA (1 AZ) or 99.99% SLA (2 AZ)"],"components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":1.49,"currency":"USD"}],"description":"Enhanced DR & security for customer-facing workloads","contactSales":true}],"summary":"Free tier available. Usage-based with commitment options. Compute from $0.99/hr (Standard) or $1.49/hr (Enterprise); storage $0.023/GB. Includes $600 free credits for Standard.","currency":"USD","freeTier":true,"sourceUrl":"https://www.singlestore.com","retrievedAt":"2026-08-03T12:41:44.172Z","startingPrice":{"amount":0.023,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | free | freemium |
| pricing.price_level | free | low |
| pricing.transparent | no | no |
| reliability.sla_pct | - | 99.99 |
| reliability.status_page | yes | yes |
| security.certifications | - | `[{"name":"PCI DSS v4.0.1","status":"active"}]` |
| security.disclosure_policy | yes | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.pci | - | yes |
| security.soc2 | - | yes |
| security.trust_center | https://www.databricks.com/dataaisummit/session/genie-zeroops-data-quality-and-compliance-scale | - |

## Capabilities (Data Warehouse Software)

| Capability | Databricks | SingleStore |
|---|:--:|:--:|
| **Deployment** |  |  |
| Deployment | Managed cloud | Hybrid |
| **Architecture** |  |  |
| Architecture | Separated storage/compute | Coupled MPP |
| Compute model | Serverless | - |
| **Query** |  |  |
| SQL dialect | Vendor-specific | Vendor-specific |
| Federation / lakehouse query-in-place | - | ✓ |
| **Interoperability** |  |  |
| Table-format support | Delta, 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: vioscaleAI. Generated 2026-10-16T19:14:18.457Z. "-" = undocumented, not absent.*