# Stanford CoreNLP, spaCy vs Amazon Comprehend Comparison | | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 4.2 out of 5 | | **Total Reviews** | 10 | 21 | 72 | | **Largest Market Segment** | Small-Business (60.0% of reviews) | Small-Business (38.1% of reviews) | Mid-Market (39.4% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Top Pros & Cons ### Stanford CoreNLP **Not enough data** ### spaCy **Not enough data** ### Amazon Comprehend Pros: - Access (1 reviews) - Content Creation (1 reviews) Cons: - Accuracy Issues (1 reviews) - Expensive (1 reviews) --- ## Ratings Comparison | Rating | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Meets Requirements** | 9.2 (10 reviews) | 9.3 (15 reviews) | 8.5 (64 reviews) | | **Ease of Use** | 8.3 (10 reviews) | 8.3 (15 reviews) | 8.6 (64 reviews) | | **Ease of Setup** | 8.5 (10 reviews) | 8.3 (13 reviews) | 7.8 (20 reviews) | | **Ease of Admin** | 8.1 (6 reviews) | 8.8 (12 reviews) | 8.1 (18 reviews) | | **Quality of Support** | 6.7 (6 reviews) | 9.0 (12 reviews) | 8.5 (56 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 8.9 (11 reviews) | 8.1 (18 reviews) | | **Product Direction (% positive)** | 5.3 (10 reviews) | 8.4 (15 reviews) | 8.9 (62 reviews) | --- ## Pricing ### Stanford CoreNLP #### Entry-Level Pricing No pricing available #### Free Trial No information available ### spaCy #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Amazon Comprehend #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Component Libraries | Product | Score | Reviews | |---|---|---| | **Stanford CoreNLP** | N/A | N/A | | **spaCy** | N/A | N/A | | **Amazon Comprehend** | N/A | N/A | #### Functionality | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Language Contingency** | Not enough data | Not enough data | Not enough data | | **Component Library** | Not enough data | Not enough data | Not enough data | | **Unlocked Components** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Framework Integration** | Not enough data | Not enough data | Not enough data | | **Repository Management** | Not enough data | Not enough data | Not enough data | | **Support** | Not enough data | Not enough data | Not enough data | ### Natural Language Understanding (NLU) | Product | Score | Reviews | |---|---|---| | **Stanford CoreNLP** | N/A | N/A | | **spaCy** | N/A | N/A | | **Amazon Comprehend** | 8.3/10 | 31 | #### Algorithm | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Part of Speech Tagging** | Not enough data | Not enough data | 8.7 (26 reviews) | | **Summarization** | Not enough data | Not enough data | 8.6 (25 reviews) | | **Named Entity Recognition** | Not enough data | Not enough data | 8.4 (26 reviews) | | **Sentiment Analysis** | Not enough data | Not enough data | 8.5 (23 reviews) | | **Emotion Detection** | Not enough data | Not enough data | 8.2 (24 reviews) | | **Language Detection** | Not enough data | Not enough data | 8.3 (27 reviews) | #### System | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Data Ingestion & Wrangling** | Not enough data | Not enough data | 8.6 (27 reviews) | | **Programming Language Support** | Not enough data | Not enough data | 8.1 (28 reviews) | | **Drag and Drop** | Not enough data | Not enough data | 8.1 (24 reviews) | | **Pre-Built Algorithms** | Not enough data | Not enough data | 8.3 (26 reviews) | | **Customizable Models** | Not enough data | Not enough data | 7.7 (23 reviews) | ### Text Analysis | Product | Score | Reviews | |---|---|---| | **Stanford CoreNLP** | N/A | N/A | | **spaCy** | N/A | N/A | | **Amazon Comprehend** | 8.4/10 | 29 | #### Setup | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Integration** | Not enough data | Not enough data | 8.7 (26 reviews) | | **Maintenance** | Not enough data | Not enough data | 8.6 (26 reviews) | | **No-Code** | Not enough data | Not enough data | 7.6 (23 reviews) | #### Data | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Security** | Not enough data | Not enough data | 8.5 (24 reviews) | | **Data Visualization** | Not enough data | Not enough data | 8.1 (25 reviews) | #### Analysis | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Automation** | Not enough data | Not enough data | 8.0 (26 reviews) | | **Named entity recognition** | Not enough data | Not enough data | 8.3 (24 reviews) | | **Keyphrase Extraction** | Not enough data | Not enough data | 8.8 (24 reviews) | | **Topic Analysis** | Not enough data | Not enough data | 9.0 (24 reviews) | | **Sentiment Analysis** | Not enough data | Not enough data | 8.7 (23 reviews) | | **Language Identification** | Not enough data | Not enough data | 8.1 (24 reviews) | | **Syntax/Part of Speech Parsing** | Not enough data | Not enough data | 8.3 (23 reviews) | #### Customization | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Pre-Built Parameterization** | Not enough data | Not enough data | 8.2 (25 reviews) | | **Custom Extension** | Not enough data | Not enough data | 7.9 (22 reviews) | | **Compositionality** | Not enough data | Not enough data | 8.5 (21 reviews) | #### Generative AI | Feature | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | --- ## Categories **Unique to Stanford CoreNLP (1):** [Natural Language Understanding (NLU) Software](https://www.g2.com/categories/natural-language-understanding-nlu) **Unique to spaCy (1):** [Component Libraries Software](https://www.g2.com/categories/component-libraries) **Unique to Amazon Comprehend (2):** [Natural Language Understanding (NLU) Software](https://www.g2.com/categories/natural-language-understanding-nlu), [Text Analysis Software](https://www.g2.com/categories/text-analysis) --- ## Reviewer Demographics ### By Company Size | Segment | Stanford CoreNLP | spaCy | Amazon Comprehend | |---|---|---|---| | **Small-Business** | 60.0% | 38.1% | 38.0% | | **Mid-Market** | 20.0% | 33.3% | 39.4% | | **Enterprise** | 20.0% | 28.6% | 22.5% | ### By Industry #### Stanford CoreNLP - **Retail:** 10.0% - **Research:** 10.0% - **Public Policy:** 10.0% - **Online Media:** 10.0% - **Management Consulting:** 10.0% - **Internet:** 10.0% - **Information Technology and Services:** 10.0% - **E-Learning:** 10.0% - **Computer Software:** 10.0% - **Civic & Social Organization:** 10.0% #### spaCy - **Computer Software:** 42.9% - **Information Technology and Services:** 23.8% - **Retail:** 4.8% - **Real Estate:** 4.8% - **Legal Services:** 4.8% - **Insurance:** 4.8% - **Hospital & Health Care:** 4.8% - **Education Management:** 4.8% - **Accounting:** 4.8% #### Amazon Comprehend - **Information Technology and Services:** 19.7% - **Computer Software:** 12.7% - **Retail:** 7.0% - **Financial Services:** 7.0% - **Marketing and Advertising:** 5.6% - **Education Management:** 5.6% - **Higher Education:** 4.2% - **Computer & Network Security:** 4.2% - **Airlines/Aviation:** 2.8% - **Animation:** 2.8% - **Other:** 28.2% --- ## 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Top Discussions ### Stanford CoreNLP No discussions available for this product. ### spaCy No discussions available for this product. ### Amazon Comprehend - Title: [How can increase sell](https://www.g2.com/discussions/how-can-increase-sell) — 3 comments, 2 upvotes > **Top comment:** "In order to help me handle a number of issues in this regard, you need to get in touch with a reputable website brokering service. If you want to know if..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/stanford-corenlp-vs-explosion-ai-spacy-vs-amazon-comprehend)