# Docling vs Hyperscience

| Attribute | Docling | Hyperscience |
|---|---|---|
| **Vioscale score** | 59.6 (32% (low)) | 58.6 (13% (low)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 65,599 | - |
| deployment.options | `{"cloud":true,"on_prem":true,"air_gapped":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | A Python library that converts documents from multiple formats (PDF, Word, Excel, images, audio, video, etc.) into structured data representations. Offers sophisticated PDF analysis capabilities for layout, tables, and content extraction, plus OCR support and AI framework integration. | Automatically processes, classifies, and extracts data from unstructured documents using machine learning models, enabling organizations to transform manual document workflows into scalable, accurate automation. |
| features.capabilities | `{"open_source":true,"pricing_model":"free_open_source","prebuilt_models":true,"table_extraction":true,"architecture_model":"open_source_library","llm_vlm_based_extraction":true,"mit_or_apache_permissive_oss_license":true,"pdf_and_multimodal_image_ocr_parsing":true,"zero_data_retention_privacy_guarantees":true,"native_chunking_and_vectorization_for_rag":true,"fine_tuned_document_layout_analysis_models":true,"tabular_layout_preservation_for_complex_tables":true}` | - |
| integrations.count | 5 | 4 |
| integrations.list | `[{"name":"LangChain"},{"name":"LlamaIndex"},{"name":"Crew AI"},{"name":"Haystack"},{"name":"OpenContracts"},{"name":"Apify"}]` | `[{"name":"AWS S3"},{"name":"Google Cloud Storage"},{"name":"Azure Blob Storage"},{"name":"SQL Server"}]` |
| language.primary | Python | - |
| license.spdx | MIT | - |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"mac":true,"web":true,"linux":true,"windows":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","summary":"Open source project, free to use","freeTier":true,"sourceUrl":"https://docling-project.github.io/docling/","retrievedAt":"2026-08-20T16:31:10.636Z"}` | - |
| pricing.free_tier | yes | - |
| pricing.model | open_source | commercial |
| pricing.price_level | free | - |
| pricing.transparent | yes | - |
| release.cadence_days | 2 | - |
| release.history | `[{"url":"https://github.com/docling-project/docling/releases/tag/v2.123.0","date":"2026-08-26T16:15:07Z","type":"stable","version":"v2.123.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.122.0","date":"2026-08-25T09:28:52Z","type":"stable","version":"v2.122.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.121.0","date":"2026-08-20T09:05:04Z","type":"stable","version":"v2.121.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.120.3","date":"2026-08-18T07:50:48Z","type":"stable","version":"v2.120.3"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.120.2","date":"2026-08-17T10:00:58Z","type":"stable","version":"v2.120.2"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.120.1","date":"2026-08-14T11:48:42Z","type":"stable","version":"v2.120.1"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.120.0","date":"2026-08-14T09:29:25Z","type":"stable","version":"v2.120.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.119.0","date":"2026-08-10T10:26:09Z","type":"stable","version":"v2.119.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.118.1","date":"2026-08-07T13:56:13Z","type":"stable","version":"v2.118.1"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.118.0","date":"2026-08-03T15:29:51Z","type":"stable","version":"v2.118.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.117.0","date":"2026-07-30T12:22:45Z","type":"stable","version":"v2.117.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.116.0","date":"2026-07-29T11:24:35Z","type":"stable","version":"v2.116.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.115.0","date":"2026-07-23T14:44:10Z","type":"stable","version":"v2.115.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.114.0","date":"2026-07-20T14:05:50Z","type":"stable","version":"v2.114.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.113.0","date":"2026-07-14T10:41:42Z","type":"stable","version":"v2.113.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.112.0","date":"2026-07-11T04:28:02Z","type":"stable","version":"v2.112.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.111.0","date":"2026-07-08T11:23:53Z","type":"stable","version":"v2.111.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.110.0","date":"2026-07-04T13:53:13Z","type":"stable","version":"v2.110.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.109.0","date":"2026-07-03T14:02:41Z","type":"stable","version":"v2.109.0"},{"url":"https://github.com/docling-project/docling/releases/tag/v2.108.0","date":"2026-07-01T10:28:50Z","type":"stable","version":"v2.108.0"}]` | - |
| security.fedramp | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fdocling-project%2Fdocling&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Document AI)

| Capability | Docling | Hyperscience |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Prebuilt models | ✓ | - |
| Custom model training | - | - |
| Table extraction | ✓ | - |
| Handwriting recognition | - | - |
| Id document parsing | - | - |
| Human in the loop review | - | - |
| Confidence scoring | - | - |
| LLM vlm based extraction | ✓ | - |
| RPA ERP integration | - | - |
| Open source | ✓ | - |

*Source: Vioscale. Generated 2026-09-01T16:36:19.786Z. "-" = undocumented, not absent.*