# Hugging Face Transformers vs Stanford CoreNLP

| Attribute | Hugging Face Transformers | Stanford CoreNLP |
|---|---|---|
| **Vioscale score** | 76.2 (26% (low)) | 44.7 (24% (low)) |
| activity.commits_last_30d | - | 0 |
| adoption.dependent_repos | - | 7 |
| adoption.github_stars | - | 10,102 |
| deployment.options | `{"cloud":true}` | `{"self_hosted":true}` |
| description.long | A community-driven hub where developers can create, discover, and collaborate on AI models, datasets, and applications with integrated compute resources and deployment capabilities. | An open-source toolkit that analyzes text to extract linguistic features including word boundaries, grammatical tags, entities, dependency relationships, and semantic properties, supporting eight languages. |
| integrations.count | 5 | - |
| integrations.list | `[{"name":"Kaggle"},{"name":"AWS"},{"name":"Azure"},{"name":"GCP"},{"name":"NVIDIA DGX Cloud"}]` | - |
| language.primary | - | Java |
| license.spdx | - | GPL-3.0 |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"mac":true,"linux":true,"windows":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":false,"name":"PRO","summary":"$9/month","features":["Private storage","20× included inference credits","Host ZeroGPU, Gradio & Docker Spaces","8× ZeroGPU quota","Highest queue priority","PRO badge"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":9,"period":"month","currency":"USD"}],"description":"Personal account upgrade","contactSales":false},{"free":false,"name":"Team","summary":"$20/user/month","features":["Single Sign-On","Regions","Priority Support","Audit Logs","Resource Groups","Access 45,000+ models via unified API"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"seat","amount":20,"period":"month","currency":"USD"}],"description":"Growing teams","contactSales":false},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Enterprise-grade security","Access controls","Dedicated support","Custom configuration"],"components":[{"kind":"fixed","amount":50,"period":"month","currency":"USD"}],"description":"Custom onboarding and enterprise features","contactSales":true}],"addOns":[{"name":"Storage","components":[{"per":{"qty":1,"unit":"TB/month"},"kind":"metered","amount":12,"currency":"USD"},{"per":{"qty":1,"unit":"TB/month"},"kind":"metered","amount":8,"currency":"USD"},{"per":{"qty":1,"unit":"TB/month"},"kind":"metered","amount":10,"currency":"USD"}]},{"name":"Spaces Hardware","components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":0.03,"currency":"USD"},{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":0.4,"currency":"USD"},{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":0.8,"currency":"USD"},{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":23.5,"currency":"USD"}]},{"name":"Inference Endpoints","components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":0.033,"currency":"USD"},{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":4.5,"currency":"USD"},{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":74,"currency":"USD"}]}],"summary":"PRO at $9/month, Team from $20/user/month, storage from $8/TB/month, compute starting at $0.033/hour. Free tier available.","currency":"USD","freeTier":true,"sourceUrl":"https://huggingface.co/pricing","retrievedAt":"2026-08-19T17:47:17.911Z","startingPrice":{"amount":9,"period":"month","currency":"USD"},"billingPeriods":["month","hour"]}` | `{"type":"open_source","freeTier":true,"sourceUrl":"https://stanfordnlp.github.io/CoreNLP/","retrievedAt":"2026-08-19T16:05:04.600Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | commercial |
| pricing.price_level | low | free |
| pricing.starting_price | `{"amount":9,"currency":"USD"}` | - |
| pricing.transparent | yes | yes |
| release.cadence_days | - | 92 |
| release.history | - | `[{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.10","date":"2025-06-07T20:00:17Z","type":"stable","version":"v4.5.10"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.9","date":"2025-04-07T15:04:13Z","type":"stable","version":"v4.5.9"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.8","date":"2024-12-29T08:15:25Z","type":"stable","version":"v4.5.8"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.7","date":"2024-04-28T05:36:38Z","type":"stable","version":"v4.5.7"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.6","date":"2024-02-01T20:39:32Z","type":"stable","version":"v4.5.6"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.5","date":"2023-09-06T20:46:56Z","type":"stable","version":"v4.5.5"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.4","date":"2023-03-16T01:23:28Z","type":"stable","version":"v4.5.4"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.3","date":"2023-03-11T05:40:56Z","type":"stable","version":"v4.5.3"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.2","date":"2023-03-11T05:32:59Z","type":"stable","version":"v4.5.2"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.1","date":"2022-08-30T04:13:08Z","type":"stable","version":"v4.5.1"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.5.0","date":"2022-07-22T23:21:26Z","type":"stable","version":"v4.5.0"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.4.0","date":"2022-01-25T11:49:35Z","type":"stable","version":"v4.4.0"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.3.2","date":"2021-11-18T22:42:12Z","type":"stable","version":"v4.3.2"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.3.1","date":"2021-10-22T11:28:28Z","type":"stable","version":"v4.3.1"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.3.0","date":"2021-10-06T10:54:38Z","type":"stable","version":"v4.3.0"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.2.2","date":"2021-05-14T21:36:42Z","type":"stable","version":"v4.2.2"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.2.1","date":"2021-05-05T20:58:09Z","type":"stable","version":"v4.2.1"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.2.0","date":"2020-11-17T10:17:53Z","type":"stable","version":"v4.2.0"},{"url":"https://github.com/stanfordnlp/CoreNLP/releases/tag/v4.0.0","date":"2020-05-04T02:47:27Z","type":"stable","version":"v4.0.0"}]` |
| security.gdpr | yes | - |
| security.scorecard | - | 2.6 |
| security.vulnerabilities | - | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=edu.stanford.nlp%3Astanford-kbp&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (NLP Apis)

| Capability | Hugging Face Transformers | Stanford CoreNLP |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Custom model training | - | - |
| Domain specific models | - | - |
| Deployment model | - | - |
| Batch processing | - | - |
| Real time latency | - | - |
| Embeddings endpoint | - | - |
| Data residency EU | - | - |
| Open source | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T15:20:29.145Z. "-" = undocumented, not absent.*