# Apache Beam vs Stitch

**Leader by vioscaleAI score:** Stitch

| Attribute | Apache Beam | Stitch |
|---|---|---|
| **vioscaleAI score** | 53.7 (42% (low)) | 68.1 (70% (medium)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 1,425 | - |
| adoption.github_stars | 8,684 | - |
| content.faq | `[{"answer":"Apache Beam enables organizations to process data in both batch and streaming modes through a single unified model, with the flexibility to read from diverse data sources and write to popular data sinks across different deployment environments. It is indexed under Data Engineering Tools.","source":"https://beam.apache.org","question":"What is Apache Beam?","confidence":0.6},{"answer":"Apache Beam is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://beam.apache.org","question":"Is Apache Beam free to use?","confidence":0.6},{"answer":"Yes. Apache Beam can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://beam.apache.org","question":"Can Apache Beam be self-hosted?","confidence":0.6},{"answer":"Yes. Apache Beam is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/apache/beam","question":"Is Apache Beam open source?","confidence":0.95}]` | `[{"answer":"An ELT service that ingests data from 130+ cloud and on-premises applications and data sources, automatically replicating it to data warehouses, data lakes, and lakehouses. It handles extraction, scheduling, monitoring, and loading with minimal configuration required. It is indexed under Data Engineering Tools.","source":"https://www.stitchdata.com/pricing/","question":"What is Stitch?","confidence":0.6},{"answer":"Stitch offers a free tier, so you can start without paying. Paid plans start at $100 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.stitchdata.com/pricing/","question":"Is Stitch free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Stitch. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.stitchdata.com/pricing/","question":"What platforms does Stitch support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Stitch, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.stitchdata.com/pricing/","question":"Can Stitch be self-hosted?","confidence":0.6},{"answer":"We have confirmed 11 integrations for Stitch, including Datadog, PagerDuty, Slack, Talend Cloud, AWS, Google, Microsoft and Snowflake, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.stitchdata.com/pricing/","question":"What does Stitch integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Stitch. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Stitch not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.stitchdata.com/platform/security/","question":"What security certifications does Stitch have?","confidence":0.7},{"answer":"Stitch is available in the United Kingdom, the United States, the EU, Brazil and Singapore. Its primary market is the United Kingdom. The vendor is headquartered in the United Kingdom.","source":"https://www.stitchdata.com","question":"Where is Stitch available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | Apache Beam is an open-source framework for processing data at scale using both batch and streaming paradigms. It enables users to write data transformation logic once and execute it across diverse deployment environments and data sources. | An ELT service that ingests data from 130+ cloud and on-premises applications and data sources, automatically replicating it to data warehouses, data lakes, and lakehouses. It handles extraction, scheduling, monitoring, and loading with minimal configuration required. |
| features.capabilities | `{"role":"orchestrator","paradigm":"both","managed_cloud":true,"connector_count":"Multiple I/O connectors for diverse data sources and sinks","self_hosted_oss":true,"distributed_executor":true}` | `{"role":"elt","paradigm":"batch","elt_pushdown":true,"python_first":true,"managed_cloud":true,"connector_count":"130+","incremental_runs":true}` |
| integrations.count | 1 | 130 |
| integrations.list | `[{"name":"Apache Hop","native":true}]` | `[{"name":"Datadog"},{"name":"PagerDuty"},{"name":"Slack"},{"name":"Talend Cloud"},{"name":"AWS"},{"name":"Google"},{"name":"Microsoft"},{"name":"Snowflake"},{"name":"SAP"},{"name":"Databricks"},{"name":"Cloudera"}]` |
| language.primary | Java | - |
| license.spdx | Apache-2.0 | - |
| market.availability | - | `{"hqCountry":"GB","primaryMarkets":["GB"],"availabilityScope":"global","availableCountries":["GB","US","EU","BR","SG"],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://beam.apache.org","retrievedAt":"2026-08-03T14:24:53.130Z"}` | `{"type":"usage","plans":[{"free":false,"name":"Standard","summary":"From $100/month for 5M rows. Usage scales with row volume.","features":["7-day historical sync","7-day extraction log retention","SOC 2 Type II compliance","ISO 27001 compliance","Notification extensibility","Post-load webhooks (add-on)","Advanced scheduling (add-on)","Connect API access (add-on)","HIPAA BAA signing (add-on)","Site-to-site VPN (add-on)","AWS private link (add-on)","Reverse SSH tunnel (add-on)","VPC peering AWS (add-on)"],"minSeats":5,"commitment":"monthly","components":[{"kind":"fixed","amount":100,"period":"month","currency":"USD"}],"description":"Usage-based plan for individuals and small teams beginning data integration","contactSales":false,"includedLimits":{"users":"5","sources":"10 (standard)","destinations":"1","rows_per_month":"5-300 million","log_retention_days":"7","historical_sync_days":"7"}},{"free":false,"name":"Advanced","summary":"$1,500/month (billed annually, $18,000/year)","features":["60-day extraction log retention","SOC 2 Type II compliance","ISO 27001 compliance","Notification extensibility","Post-load webhooks","Advanced scheduling","Connect API access","HIPAA BAA signing","Site-to-site VPN","AWS private link","Reverse SSH tunnel","VPC peering AWS"],"commitment":"annual","components":[{"kind":"fixed","amount":1500,"period":"month","currency":"USD"}],"description":"Fixed-cost plan for teams requiring advanced features and more sources","contactSales":true,"includedLimits":{"users":"unlimited","sources":"unlimited (enterprise)","destinations":"3","rows_per_month":"100 million","log_retention_days":"60","historical_sync_days":"7"}},{"free":false,"name":"Premium","summary":"$3,000/month (billed annually, $36,000/year)","features":["60-day extraction log retention","SOC 2 Type II compliance","ISO 27001 compliance","Notification extensibility","Post-load webhooks","Advanced scheduling","Connect API access","HIPAA BAA signing","Site-to-site VPN","AWS private link","Reverse SSH tunnel","VPC peering AWS"],"commitment":"annual","components":[{"kind":"fixed","amount":3000,"period":"month","currency":"USD"}],"description":"High-volume plan for fast-growing organizations with mission-critical data needs","contactSales":true,"includedLimits":{"users":"unlimited","sources":"unlimited (enterprise)","destinations":"5","rows_per_month":"1 billion","log_retention_days":"60","historical_sync_days":"7"}},{"free":false,"name":"Stitch Platform","summary":"Custom pricing for agencies","features":["Isolated data pipelines per client","Advanced settings and features","99% uptime SLA","Mission-critical support"],"description":"Multi-tenant platform for agencies managing client data pipelines","contactSales":true}],"addOns":[{"name":"Additional rows"},{"name":"Additional destinations"},{"name":"HIPAA (BAA signing)"},{"name":"Site-to-site VPN"},{"name":"AWS private link"},{"name":"Reverse SSH tunnel"},{"name":"VPC peering (AWS)"}],"summary":"From $100/month (Standard, usage-based). 14-day free trial. Annual contracts for Advanced ($18k/year) and Premium ($36k/year).","currency":"USD","freeTier":true,"sourceUrl":"https://www.stitchdata.com/pricing/","retrievedAt":"2026-08-13T22:39:47.504Z","freeTrialDays":14,"startingPrice":{"amount":100,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | free | high |
| pricing.transparent | yes | yes |
| release.cadence_days | 40 | - |
| release.history | `[{"url":"https://github.com/apache/beam/releases/tag/v2.77.0","date":"2026-10-07T14:33:00Z","type":"stable","version":"v2.77.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.76.0","date":"2026-08-11T11:18:23Z","type":"stable","version":"v2.76.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.75.0","date":"2026-07-08T06:42:25Z","type":"stable","version":"v2.75.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.74.0","date":"2026-05-22T16:19:15Z","type":"stable","version":"v2.74.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.73.0","date":"2026-04-17T14:27:20Z","type":"stable","version":"v2.73.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.72.0","date":"2026-03-16T19:01:49Z","type":"stable","version":"v2.72.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.71.0","date":"2026-01-08T14:41:44Z","type":"stable","version":"v2.71.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.70.0","date":"2025-12-09T09:59:26Z","type":"stable","version":"v2.70.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.69.0","date":"2025-10-17T11:50:24Z","type":"stable","version":"v2.69.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.68.0","date":"2025-09-15T14:08:15Z","type":"stable","version":"v2.68.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.67.0","date":"2025-08-01T06:31:59Z","type":"stable","version":"v2.67.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.66.0","date":"2025-06-18T19:05:29Z","type":"stable","version":"v2.66.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.65.0","date":"2025-05-12T19:13:18Z","type":"stable","version":"v2.65.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.64.0","date":"2025-03-31T14:35:58Z","type":"stable","version":"v2.64.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.63.0","date":"2025-02-18T15:31:22Z","type":"stable","version":"v2.63.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.62.0","date":"2025-01-13T15:35:11Z","type":"stable","version":"v2.62.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.61.0","date":"2024-11-14T14:46:46Z","type":"stable","version":"v2.61.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.60.0","date":"2024-10-16T17:47:00Z","type":"stable","version":"v2.60.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.59.0","date":"2024-08-24T17:16:03Z","type":"stable","version":"v2.59.0"},{"url":"https://github.com/apache/beam/releases/tag/v2.58.1","date":"2024-08-16T18:44:00Z","type":"stable","version":"v2.58.1"}]` | - |
| reliability.sla_pct | - | 99 |
| reliability.status_page | - | yes |
| security.disclosure_policy | - | yes |
| security.fedramp | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.scorecard | 7.8 | - |
| security.soc2 | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fapache%2Fbeam&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Data Engineering Tools)

| Capability | Apache Beam | Stitch |
|---|:--:|:--:|
| **Core** |  |  |
| Tool role | Orchestrator | ELT / ingestion |
| Processing paradigm | Batch + streaming | Batch |
| **Connectivity** |  |  |
| Connector count | Multiple I/O connectors for diverse data sources and sinks | 130+ |
| CDC / log-based replication | - | - |
| **Transformation** |  |  |
| In-warehouse transformation (push-down) | - | ✓ |
| dbt-native orchestration | - | - |
| **Deployment** |  |  |
| Self-hosted / open-source available | ✓ | - |
| Managed cloud available | ✓ | ✓ |
| **Governance** |  |  |
| Data lineage / asset catalog | - | - |
| **Authoring** |  |  |
| Python-first authoring | - | ✓ |
| **Execution** |  |  |
| Incremental / partition-aware runs | - | ✓ |
| **Quality** |  |  |
| Built-in data quality / tests | - | - |
| **Scale** |  |  |
| Horizontal scale (distributed executor) | ✓ | - |

*Source: vioscaleAI. Generated 2026-10-16T19:17:03.112Z. "-" = undocumented, not absent.*