# NLTK, openNLP vs spaCy Comparison | | NLTK | openNLP | spaCy | |---|---|---|---| | **Star Rating** | 4.4 out of 5 | 4.0 out of 5 | 4.5 out of 5 | | **Total Reviews** | 48 | 11 | 21 | | **Largest Market Segment** | Piccola Impresa (52.2% delle recensioni) | Piccola Impresa (63.6% delle recensioni) | Piccola Impresa (38.1% delle recensioni) | | **Entry Level Price** | Nessun prezzo disponibile | Nessun prezzo disponibile | Nessun prezzo disponibile | --- ## Ratings Comparison | Rating | NLTK | openNLP | spaCy | |---|---|---|---| | **Soddisfa i requisiti** | 7.9 (28 reviews) | 8.3 (9 reviews) | 9.3 (15 reviews) | | **Facilità d'uso** | 8.8 (28 reviews) | 8.3 (9 reviews) | 8.3 (15 reviews) | | **Facilità di configurazione** | 9.0 (10 reviews) | Dati insufficienti | 8.3 (13 reviews) | | **Facilità di amministrazione** | 8.8 (10 reviews) | Dati insufficienti | 8.8 (12 reviews) | | **Qualità del supporto** | 8.2 (22 reviews) | 7.0 (9 reviews) | 9.0 (12 reviews) | | **Ritiene che the product sia stato un valido partner commerciale?** | 9.1 (9 reviews) | Dati insufficienti | 8.9 (11 reviews) | | **Direzione del prodotto (% positivo)** | 7.3 (26 reviews) | 7.4 (9 reviews) | 8.4 (15 reviews) | --- ## Pricing ### NLTK #### Entry-Level Pricing No pricing available #### Free Trial No information available ### openNLP #### Entry-Level Pricing No pricing available #### Free Trial No information available ### spaCy #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Librerie di Componenti | Product | Score | Reviews | |---|---|---| | **NLTK** | N/A | N/A | | **openNLP** | N/A | N/A | | **spaCy** | N/A | N/A | #### Funzionalità | Feature | NLTK | openNLP | spaCy | |---|---|---|---| | **Contingenza linguistica** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Libreria di Componenti** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Componenti sbloccati** | Dati insufficienti | Dati insufficienti | Dati insufficienti | #### Gestione | Feature | NLTK | openNLP | spaCy | |---|---|---|---| | **Integrazione del framework** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Gestione del Repository** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Supporto** | Dati insufficienti | Dati insufficienti | Dati insufficienti | ### Comprensione del Linguaggio Naturale (NLU) | Product | Score | Reviews | |---|---|---| | **NLTK** | 7.2/10 | 24 | | **openNLP** | N/A | N/A | | **spaCy** | N/A | N/A | #### Algoritmo | Feature | NLTK | openNLP | spaCy | |---|---|---|---| | **Tagging delle Parti del Discorso** | 7.4 (23 reviews) | Dati insufficienti | Dati insufficienti | | **Riassunto** | 7.4 (19 reviews) | Dati insufficienti | Dati insufficienti | | **Riconoscimento di Entità Nominate** | 7.3 (22 reviews) | Dati insufficienti | Dati insufficienti | | **Analisi del Sentimento** | 7.3 (22 reviews) | Dati insufficienti | Dati insufficienti | | **Rilevamento delle emozioni** | 6.5 (20 reviews) | Dati insufficienti | Dati insufficienti | | **Rilevamento della lingua** | 7.0 (21 reviews) | Dati insufficienti | Dati insufficienti | #### Sistema | Feature | NLTK | openNLP | spaCy | |---|---|---|---| | **Ingestione e Manipolazione dei Dati** | 7.6 (20 reviews) | Dati insufficienti | Dati insufficienti | | **Supporto per i linguaggi di programmazione** | 8.0 (19 reviews) | Dati insufficienti | Dati insufficienti | | **Trascina e Rilascia** | 6.4 (16 reviews) | Dati insufficienti | Dati insufficienti | | **Algoritmi Pre-Costruiti** | 7.2 (20 reviews) | Dati insufficienti | Dati insufficienti | | **Modelli personalizzabili** | 7.5 (19 reviews) | Dati insufficienti | Dati insufficienti | --- ## Categories **Unique to NLTK (1):** [Software di comprensione del linguaggio naturale (NLU)](https://www.g2.com/it/categories/natural-language-understanding-nlu) **Unique to openNLP (1):** [Software di comprensione del linguaggio naturale (NLU)](https://www.g2.com/it/categories/natural-language-understanding-nlu) **Unique to spaCy (1):** [Software di librerie di componenti](https://www.g2.com/it/categories/component-libraries) --- ## Reviewer Demographics ### By Company Size | Segment | NLTK | openNLP | spaCy | |---|---|---|---| | **Piccola impresa** | 52.2% | 63.6% | 38.1% | | **Mid-Market** | 19.6% | 18.2% | 33.3% | | **Enterprise** | 28.3% | 18.2% | 28.6% | ### By Industry #### NLTK - **Tecnologia dell'informazione e servizi:** 28.3% - **Software per computer:** 17.4% - **Servizi al Consumatore:** 4.3% - **Gestione dell'Istruzione:** 4.3% - **Istruzione Superiore:** 4.3% - **Ospedale e Assistenza Sanitaria:** 4.3% - **Internet:** 4.3% - **Ricerca:** 4.3% - **Telecomunicazioni:** 4.3% - **Tempo libero, Viaggi e Turismo:** 2.2% - **Other:** 21.7% #### openNLP - **Istruzione Superiore:** 18.2% - **Software per computer:** 18.2% - **Magazzinaggio:** 9.1% - **Venture Capital e Private Equity:** 9.1% - **Stampa:** 9.1% - **Petrolio e Energia:** 9.1% - **Tecnologia dell'informazione e servizi:** 9.1% - **Gestione dell'Istruzione:** 9.1% - **Contabilità:** 9.1% #### spaCy - **Software per computer:** 42.9% - **Tecnologia dell'informazione e servizi:** 23.8% - **Vendita al dettaglio:** 4.8% - **Immobiliare:** 4.8% - **Servizi Legali:** 4.8% - **Assicurazione:** 4.8% - **Ospedale e Assistenza Sanitaria:** 4.8% - **Gestione dell'Istruzione:** 4.8% - **Contabilità:** 4.8% --- ## Alternatives ### Alternatives to NLTK - [Stanford CoreNLP](https://www.g2.com/it/products/stanford-corenlp/reviews) — 4.3/5 stars (10 reviews) - [Amazon Comprehend](https://www.g2.com/it/products/amazon-comprehend/reviews) — 4.2/5 stars (72 reviews) - [Google Cloud Natural Language API](https://www.g2.com/it/products/google-cloud-natural-language-api/reviews) — 4.3/5 stars (98 reviews) - [Google Cloud Translation API](https://www.g2.com/it/products/google-cloud-translation-api/reviews) — 4.4/5 stars (330 reviews) - [InMoment Experience Improvement (XI) Platform](https://www.g2.com/it/products/inmoment-experience-improvement-xi-platform/reviews) — 4.7/5 stars (319 reviews) - [Claude](https://www.g2.com/it/products/claude-2025-12-11/reviews) — 4.6/5 stars (323 reviews) - [Level AI](https://www.g2.com/it/products/level-ai/reviews) — 4.7/5 stars (199 reviews) - [GlobalLink](https://www.g2.com/it/products/globallink/reviews) — 4.5/5 stars (186 reviews) - [Tungsten TotalAgility](https://www.g2.com/it/products/tungsten-totalagility/reviews) — 4.3/5 stars (55 reviews) - [Azure AI Language](https://www.g2.com/it/products/azure-ai-language/reviews) — 4.3/5 stars (78 reviews) ### Alternatives to openNLP - [Stanford CoreNLP](https://www.g2.com/it/products/stanford-corenlp/reviews) — 4.3/5 stars (10 reviews) - [Amazon Comprehend](https://www.g2.com/it/products/amazon-comprehend/reviews) — 4.2/5 stars (72 reviews) - [Google Cloud Natural Language API](https://www.g2.com/it/products/google-cloud-natural-language-api/reviews) — 4.3/5 stars (98 reviews) - [Google Cloud Translation API](https://www.g2.com/it/products/google-cloud-translation-api/reviews) — 4.4/5 stars (330 reviews) - [InMoment Experience Improvement (XI) Platform](https://www.g2.com/it/products/inmoment-experience-improvement-xi-platform/reviews) — 4.7/5 stars (319 reviews) - [Claude](https://www.g2.com/it/products/claude-2025-12-11/reviews) — 4.6/5 stars (323 reviews) - [Level AI](https://www.g2.com/it/products/level-ai/reviews) — 4.7/5 stars (199 reviews) - [GlobalLink](https://www.g2.com/it/products/globallink/reviews) — 4.5/5 stars (186 reviews) - [Azure AI Language](https://www.g2.com/it/products/azure-ai-language/reviews) — 4.3/5 stars (78 reviews) - [Tungsten TotalAgility](https://www.g2.com/it/products/tungsten-totalagility/reviews) — 4.3/5 stars (55 reviews) ### Alternatives to spaCy - [Essential Studio](https://www.g2.com/it/products/essential-studio/reviews) — 4.5/5 stars (720 reviews) - [Progress Kendo UI](https://www.g2.com/it/products/progress-kendo-ui/reviews) — 4.4/5 stars (254 reviews) - [Progress Telerik](https://www.g2.com/it/products/progress-telerik/reviews) — 4.5/5 stars (218 reviews) - [Ionic: An OutSystems Company](https://www.g2.com/it/products/ionic-an-outsystems-company/reviews) — 4.4/5 stars (153 reviews) - [DevExpress](https://www.g2.com/it/products/devexpress/reviews) — 4.8/5 stars (116 reviews) - [Selenium WebDriver](https://www.g2.com/it/products/selenium-webdriver/reviews) — 4.5/5 stars (100 reviews) - [pandas python](https://www.g2.com/it/products/pandas-python/reviews) — 4.6/5 stars (98 reviews) - [Flutter](https://www.g2.com/it/products/flutter/reviews) — 4.6/5 stars (72 reviews) - [Appsmith](https://www.g2.com/it/products/appsmith/reviews) — 4.6/5 stars (67 reviews) - [IronPDF](https://www.g2.com/it/products/ironpdf/reviews) — 4.9/5 stars (55 reviews) --- ## Top Discussions ### NLTK No discussions available for this product. ### openNLP No discussions available for this product. ### spaCy No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/it/compare/nltk-vs-opennlp-vs-explosion-ai-spacy)