Query Streams vs SAP Customer Data Platform
Query Streams
querystreams.comSAP Customer Data Platform
sap.comSide by side
| Figure | Query Streams | SAP Customer Data Platform |
|---|---|---|
| Price from | $15/mo | $1.15/mo |
| Free plan | Yes | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 4 | 14 |
| Spec score · Data Virtualization Software | 9.1 (#1) | 8.2 (#9) |
| Documentation depth | The documentation includes step-by-step Windows, macOS and Linux installation, troubleshooting, connector setup and MCP connection guides. | Official technical materials include help manuals, technical specifications, integration instructions, schemas, security guidance, learning courses, and release notes. |
| Founded | LinkedIn lists Query Streams as founded in 2025. | 1972 |
| Notable news | Query Streams announced a macOS Agent supporting Apple Silicon and Intel Macs with signed, notarized and automatically updated installation. | SAP announced on August 27, 2026 that SAP Customer Experience products including Sales Cloud, Service Cloud, and Commerce Cloud received TrustRadius Top Rated 2026 recognition. |
| Purpose | Query Streams provides governed access to databases and APIs for spreadsheets, AI clients, apps, and scheduled data syncs through an outbound-only Network Agent. | The platform surfaces customer data insights in real time across the enterprise to support personalized engagement, revenue growth, and retention. |
| Security | The Network Agent initiates an encrypted outbound connection, requires no inbound ports or VPN, and enforces SELECT, WITH, and EXPLAIN-only queries; database credentials stay on the user's network. | SAP recommends bearer-token authentication for REST API requests, using a unique RSA key to create a short-lived one-time token. |
| What it does | Query Streams runs governed live SQL against databases and APIs and delivers results to spreadsheets, AI clients, REST endpoints and scheduled destinations. | SAP Customer Data Platform unifies customer data from front-office and back-office systems into real-time profiles for personalized engagement. |
Plans
Query Streams
- FreeFree
- Personal Core$15 a month
- Personal Plus$30 a month
- Business Core$50 a month
SAP Customer Data Platform
- SAP Customer Data Platform$1.15 a month
- SAP BusinessObjects BI (user)Priced on request
- SAP Crystal Reports 2025 FullPriced on request
- SAP Customer Data PlatformPriced on request
- SAP Master Data Governance via SAP Business Data Cloud core Priced on request
- SAP Customer Data Platform, advanced insights$599 a month
- Cloud test and demo for SAP Master Data Governance, cloud edPriced on request
- SAP BusinessObjects BI (CS)Priced on request
- SAP Crystal Reports 2025 UpgradePriced on request
- SAP Customer Data Platform, advanced insightsPriced on request
In their own words
Query Streams
Query Streams gives spreadsheets, AI clients, apps, and scheduled syncs governed access to databases and APIs through an outbound-only Network Agent. Nova AI accepts plain-English questions, reads a database schema, runs read-only SQL, and returns metrics, tables, and charts. A hosted MCP server connects sources to Claude, Cursor, ChatGPT, and Grok using a revocable key. Excel and Google Sheets add-ins run shared saved queries and stream live results into cells without exposing SQL to recipients. Federated queries join data from multiple databases and API sources in one SQL statement. Scheduled results can be sent to supported services as often as every five minutes. The Network Agent makes an encrypted outbound connection, needs no inbound ports or VPN, restricts queries to SELECT, WITH, and EXPLAIN, and keeps database credentials on the user's network. The Free tier is free and includes 5 MB/month query traffic; paid plans start at $15 a month. New accounts receive a 30-day trial with every feature unlocked and no credit card.
SAP Customer Data Platform
SAP Customer Data Platform brings customer data together into profiles for individual and account-level B2B and B2C use cases. It surfaces insights in real time to support personalized engagement, revenue growth, and retention. The platform combines identity and purpose data, then coordinates customer data with engagement systems according to privacy permissions; it can also activate profile data customers share directly with permission. Generative AI enriches customer insights and operational intelligence, while ongoing attribute calculations support segmentation and real-time decisions. SAP describes a native ERP connection and integrations using a common data model with ERP, supply chain management, and other cloud solutions. Data can enter through prebuilt or custom connectors, APIs, or batch ingestion, including legacy imports from Microsoft Azure, Amazon Web Services, Google Cloud Storage, and SFTP. REST APIs support ingestion, querying, deletion, and auditing administrative operations and updates. The product is a multitenant SaaS service, available through web and API. Pricing is paid, with no free plan; the listed SAP Customer Data Platform plan costs $1.15 a month, billed monthly, in blocks of 1 Capacity Unit per month, on a 3-to-36-month contract. Pricing depends on data objects, storage, and insight configurations.