# Apache Hudi vs Teradata

| Attribute | Apache Hudi | Teradata |
|---|---|---|
| **Vioscale score** | 49.7 (57% (medium)) | 61.2 (14% (low)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 358 | - |
| adoption.github_stars | 6,219 | - |
| adoption.package_downloads_weekly | 8,142 | - |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true}` |
| description.long | Apache Hudi is an open-source project enabling data teams to manage analytics datasets with ACID transactions, temporal data access, and change capture. It provides multi-language APIs and integrates with data processing systems like Spark, Flink, and Presto. | Teradata's Autonomous Knowledge Platform connects multi-modal data, operationalizes AI and analytics, and embeds intelligence into workflows for autonomous decision-making at scale. Supports cloud and on-premises deployments. |
| features.capabilities | `{"deployment":"self","architecture":"separated","license_class":"permissive","table_formats":"Parquet with MOR support","semi_structured":"functional","federation_query":true}` | `{"in_db_ml":true,"deployment":"hybrid","semi_structured":"first_class","concurrency_scaling":"automatic"}` |
| integrations.count | 7 | - |
| integrations.list | `[{"name":"AWS Glue"},{"name":"Apache Spark"},{"name":"Apache Flink"},{"name":"Trino"},{"name":"Presto"},{"name":"Apache Hive"},{"name":"Apicurio Registry"}]` | - |
| language.primary | Java | - |
| license.spdx | Apache-2.0 | - |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"linux":true}` | `{"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://hudi.apache.org","retrievedAt":"2026-08-14T08:37:26.336Z"}` | `{"type":"consumption","plans":[{"free":false,"name":"Standard","summary":"From $4.80/hour compute (U.S. region only)","features":["Teradata Engine","Premier Cloud Support"],"components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":4.8,"currency":"USD"}],"contactSales":false},{"free":false,"name":"VantageCloud Lake","summary":"From $6.00/hour compute (U.S. region only)","features":["Teradata Engine"],"components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":6,"currency":"USD"}],"contactSales":false},{"free":false,"name":"VantageCloud Lake+","summary":"From $7.20/hour compute (U.S. region only)","features":["Teradata Engine","Priority Service"],"components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":7.2,"currency":"USD"}],"contactSales":false}],"addOns":[{"name":"Block Storage","components":[{"per":{"qty":1,"unit":"TB"},"kind":"metered","amount":1445,"currency":"USD"}]},{"name":"Object Storage","components":[{"per":{"qty":1,"unit":"TB"},"kind":"metered","amount":276,"currency":"USD"}]}],"summary":"Consumption-based pricing: from $4.80/hour compute + storage from $276/TB/year (object storage). On-demand and commitment options. Pricing for U.S. region; data transfer charged separately.","currency":"USD","freeTier":false,"sourceUrl":"https://www.teradata.com","retrievedAt":"2026-08-03T12:43:20.309Z","startingPrice":{"amount":4.8,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | no |
| pricing.model | open_source | commercial |
| pricing.price_level | free | low |
| pricing.transparent | - | yes |
| release.cadence_days | 61 | - |
| release.history | `[{"url":"https://github.com/apache/hudi/releases/tag/release-0.14.2","date":"2026-06-08T10:09:51Z","type":"stable","version":"release-0.14.2"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.2.0","date":"2026-05-23T23:22:18Z","type":"stable","version":"release-1.2.0"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.15.1","date":"2026-05-21T14:17:37Z","type":"stable","version":"release-0.15.1"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.1.1","date":"2025-12-18T08:07:23Z","type":"stable","version":"release-1.1.1"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.1.0","date":"2025-11-17T23:41:29Z","type":"stable","version":"release-1.1.0"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.0.2","date":"2025-05-02T04:04:52Z","type":"stable","version":"release-1.0.2"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.0.1","date":"2025-02-19T04:57:56Z","type":"stable","version":"release-1.0.1"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.0.0","date":"2024-12-11T09:35:51Z","type":"stable","version":"release-1.0.0"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.0.0-beta2","date":"2024-07-16T07:41:55Z","type":"prerelease","version":"release-1.0.0-beta2"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.15.0","date":"2024-06-06T20:06:05Z","type":"stable","version":"release-0.15.0"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.14.1","date":"2024-01-04T16:45:04Z","type":"stable","version":"release-0.14.1"},{"url":"https://github.com/apache/hudi/releases/tag/release-1.0.0-beta1","date":"2023-11-14T19:51:43Z","type":"prerelease","version":"release-1.0.0-beta1"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.14.0","date":"2023-10-05T01:31:24Z","type":"stable","version":"release-0.14.0"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.13.1","date":"2023-05-31T03:23:06Z","type":"stable","version":"release-0.13.1"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.12.3","date":"2023-04-24T02:39:20Z","type":"stable","version":"release-0.12.3"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.13.0","date":"2023-02-21T22:57:21Z","type":"stable","version":"release-0.13.0"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.12.2","date":"2022-12-28T05:18:27Z","type":"stable","version":"release-0.12.2"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.12.1","date":"2022-10-19T13:57:20Z","type":"stable","version":"release-0.12.1"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.12.0","date":"2022-08-17T05:50:08Z","type":"stable","version":"release-0.12.0"},{"url":"https://github.com/apache/hudi/releases/tag/release-0.11.1","date":"2022-06-18T20:07:19Z","type":"stable","version":"release-0.11.1"}]` | - |
| security.disclosure_policy | - | yes |
| security.scorecard | 6.5 | - |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.apache.hudi%3Ahudi-hadoop-mr&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Data Warehouse Software)

| Capability | Apache Hudi | Teradata |
|---|:--:|:--:|
| **Deployment** |  |  |
| Deployment | Self-hosted | Hybrid |
| **Architecture** |  |  |
| Architecture | Separated storage/compute | - |
| Compute model | - | - |
| **Query** |  |  |
| SQL dialect | - | - |
| Federation / lakehouse query-in-place | ✓ | - |
| **Interoperability** |  |  |
| Table-format support | Parquet with MOR support | - |
| **Scale** |  |  |
| Concurrency scaling | - | Automatic |
| **Ingestion** |  |  |
| Streaming ingest | - | - |
| **Data model** |  |  |
| Semi-structured (JSON/VARIANT) | Functional | First-class |
| **Analytics** |  |  |
| ML / in-DB functions | - | ✓ |
| **Sharing** |  |  |
| Data sharing / marketplace | - | - |
| **Licensing** |  |  |
| Licence class | Permissive OSS | - |

*Source: Vioscale. Generated 2026-09-01T16:53:55.077Z. "-" = undocumented, not absent.*