# Apache Beam vs Apache NiFi

| Attribute | Apache Beam | Apache NiFi |
|---|---|---|
| **Vioscale score** | 70 (35% (low)) | 67.8 (39% (low)) |
| activity.commits_last_30d | 100 | 93 |
| adoption.dependent_repos | 1,425 | - |
| adoption.github_stars | 8,650 | 6,208 |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | 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. | Apache NiFi is an open-source data orchestration platform that enables reliable, guaranteed-delivery processing and routing of data flows with complete tracking and provenance. It provides visual pipeline design, real-time configuration changes, and extensive integrations with enterprise systems, cloud services, and data platforms. |
| 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}` | `{"cdc":true,"role":"orchestrator","lineage":true,"paradigm":"both","data_quality":true,"elt_pushdown":false,"connector_count":"200+","self_hosted_oss":true}` |
| integrations.count | - | 200 |
| integrations.list | - | `[{"name":"Amazon S3"},{"name":"Amazon SQS"},{"name":"Amazon DynamoDB"},{"name":"Amazon Lambda"},{"name":"Amazon Kinesis"},{"name":"Amazon Polly"},{"name":"Amazon Transcribe"},{"name":"Amazon Translate"},{"name":"Amazon Textract"},{"name":"CloudWatch"},{"name":"Azure Blob Storage"},{"name":"Azure Data Lake Storage"},{"name":"Azure Event Hub"},{"name":"Azure Cosmos DB"},{"name":"Azure Data Explorer"},{"name":"Azure Queue Storage"},{"name":"Google Cloud Pub/Sub"},{"name":"Google BigQuery"},{"name":"Google Cloud Vision"},{"name":"Google Drive"},{"name":"Apache Kafka"},{"name":"Apache MQTT"},{"name":"Apache JMS"},{"name":"MongoDB"},{"name":"Elasticsearch"},{"name":"Redis"},{"name":"Splunk"},{"name":"Salesforce"},{"name":"Slack"},{"name":"HubSpot"},{"name":"Shopify"},{"name":"Zendesk"},{"name":"Workday"},{"name":"Box"},{"name":"Dropbox"},{"name":"SFTP"},{"name":"FTP"},{"name":"SMB"},{"name":"HTTP"},{"name":"IMAP"},{"name":"POP3"},{"name":"SMTP"},{"name":"Snowflake"},{"name":"BigQuery"},{"name":"MySQL"},{"name":"JDBC"},{"name":"Airtable"},{"name":"SNMP"},{"name":"Syslog"},{"name":"Iceberg"}]` |
| language.primary | Java | Java |
| license.spdx | Apache-2.0 | Apache-2.0 |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":true,"web":true,"linux":true,"windows":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://beam.apache.org","retrievedAt":"2026-08-03T14:24:53.130Z"}` | `{"type":"open_source","freeTier":true,"sourceUrl":"https://nifi.apache.org","retrievedAt":"2026-08-13T23:04:43.895Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | open_source |
| pricing.price_level | free | free |
| pricing.transparent | yes | yes |
| release.cadence_days | 36 | 40 |
| release.history | `[{"url":"https://github.com/apache/beam/releases/tag/v2.76.0-RC4","date":"2026-08-11T11:18:23Z","type":"prerelease","version":"v2.76.0-RC4"},{"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"},{"url":"https://github.com/apache/beam/releases/tag/v2.58.0","date":"2024-08-06T13:49:24Z","type":"stable","version":"v2.58.0"}]` | `[{"url":"https://github.com/apache/nifi/releases/tag/rel/nifi-2.11.0","date":"2026-08-03T08:51:21Z","type":"stable","version":"rel/nifi-2.11.0"},{"url":"https://github.com/apache/nifi/releases/tag/rel/nifi-2.10.0","date":"2026-06-23T11:05:48Z","type":"stable","version":"rel/nifi-2.10.0"}]` |
| security.scorecard | 6.4 | 7 |
| 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 | Apache NiFi |
|---|:--:|:--:|
| **Core** |  |  |
| Tool role | Orchestrator | Orchestrator |
| Processing paradigm | Batch + streaming | Batch + streaming |
| **Connectivity** |  |  |
| Connector count | Multiple I/O connectors for diverse data sources and sinks | 200+ |
| 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: Vioscale. Generated 2026-09-01T16:32:26.196Z. "-" = undocumented, not absent.*