# Amazon Comprehend, IBM Watson Natural Language Understanding vs Amazon SageMaker Comparison | | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Star Rating** | 4.2 out of 5 | 4.2 out of 5 | 4.2 out of 5 | | **Total Reviews** | 72 | 34 | 55 | | **Largest Market Segment** | Mid-Market (39.4% of reviews) | Small-Business (58.1% of reviews) | Mid-Market (34.7% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Top Pros & Cons ### Amazon Comprehend Pros: - Access (1 reviews) - Content Creation (1 reviews) Cons: - Accuracy Issues (1 reviews) - Expensive (1 reviews) ### IBM Watson Natural Language Understanding Pros: - Ease of Use (9 reviews) - Accuracy (5 reviews) Cons: - Complex Setup (4 reviews) - Limitations (2 reviews) ### Amazon SageMaker Pros: - Ease of Use (3 reviews) - AI Integration (2 reviews) Cons: - Expensive (3 reviews) - Complexity (2 reviews) --- ## Ratings Comparison | Rating | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Meets Requirements** | 8.5 (64 reviews) | 8.1 (26 reviews) | 8.6 (44 reviews) | | **Ease of Use** | 8.6 (64 reviews) | 8.1 (27 reviews) | 8.3 (45 reviews) | | **Ease of Setup** | 7.8 (20 reviews) | 7.8 (20 reviews) | 8.3 (32 reviews) | | **Ease of Admin** | 8.1 (18 reviews) | 7.2 (20 reviews) | 8.4 (20 reviews) | | **Quality of Support** | 8.5 (56 reviews) | 7.7 (24 reviews) | 8.6 (39 reviews) | | **Has the product been a good partner in doing business?** | 8.1 (18 reviews) | 8.6 (20 reviews) | 9.2 (20 reviews) | | **Product Direction (% positive)** | 8.9 (62 reviews) | 10.0 (26 reviews) | 8.9 (41 reviews) | --- ## Pricing ### Amazon Comprehend #### Entry-Level Pricing No pricing available #### Free Trial No information available ### IBM Watson Natural Language Understanding #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Amazon SageMaker #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **Amazon Comprehend** | N/A | N/A | | **IBM Watson Natural Language Understanding** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Deployment | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Language Flexibility** | Not enough data | Not enough data | Not enough data | | **Framework Flexibility** | Not enough data | Not enough data | Not enough data | | **Versioning** | Not enough data | Not enough data | Not enough data | | **Ease of Deployment** | Not enough data | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | Not enough data | #### Deployment | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Language Flexibility** | Not enough data | Not enough data | Not enough data | | **Framework Flexibility** | Not enough data | Not enough data | Not enough data | | **Versioning** | Not enough data | Not enough data | Not enough data | | **Ease of Deployment** | Not enough data | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Cataloging** | Not enough data | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | Not enough data | | **Governing** | Not enough data | Not enough data | Not enough data | | **Model Registry** | Not enough data | Not enough data | Not enough data | #### Operations | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Metrics** | Not enough data | Not enough data | Not enough data | | **Infrastructure management** | Not enough data | Not enough data | Not enough data | | **Collaboration** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Cataloging** | Not enough data | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | Not enough data | | **Governing** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Amazon Comprehend** | N/A | N/A | | **IBM Watson Natural Language Understanding** | N/A | N/A | | **Amazon SageMaker** | 8.8/10 | 44 | #### System | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Data Ingestion & Wrangling** | Not enough data | Not enough data | 8.5 (22 reviews) | #### Model Development | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Language Support** | Not enough data | Not enough data | 8.8 (30 reviews) | | **Drag and Drop** | Not enough data | Not enough data | 8.2 (28 reviews) | | **Pre-Built Algorithms** | Not enough data | Not enough data | 8.3 (33 reviews) | | **Model Training** | Not enough data | Not enough data | 8.9 (34 reviews) | #### Model Development | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Feature Engineering** | Not enough data | Not enough data | 8.4 (19 reviews) | #### Machine/Deep Learning Services | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Computer Vision** | Not enough data | Not enough data | 8.9 (26 reviews) | | **Natural Language Processing** | Not enough data | Not enough data | 9.1 (28 reviews) | | **Natural Language Generation** | Not enough data | Not enough data | 8.9 (25 reviews) | | **Artificial Neural Networks** | Not enough data | Not enough data | 9.0 (28 reviews) | #### Machine/Deep Learning Services | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Natural Language Understanding** | Not enough data | Not enough data | 9.2 (17 reviews) | | **Deep Learning** | Not enough data | Not enough data | 9.2 (18 reviews) | #### Deployment | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Managed Service** | Not enough data | Not enough data | 8.8 (37 reviews) | | **Application** | Not enough data | Not enough data | 8.7 (35 reviews) | | **Scalability** | Not enough data | Not enough data | 9.0 (35 reviews) | #### Generative AI | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 8.6 (6 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 9.2 (6 reviews) | | **AI Text-to-Image** | Not enough data | Not enough data | 8.3 (5 reviews) | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | 9.2 (6 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Natural Language Understanding (NLU) | Product | Score | Reviews | |---|---|---| | **Amazon Comprehend** | 8.3/10 | 31 | | **IBM Watson Natural Language Understanding** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Algorithm | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Part of Speech Tagging** | 8.7 (26 reviews) | Not enough data | Not enough data | | **Summarization** | 8.6 (25 reviews) | Not enough data | Not enough data | | **Named Entity Recognition** | 8.4 (26 reviews) | Not enough data | Not enough data | | **Sentiment Analysis** | 8.5 (23 reviews) | Not enough data | Not enough data | | **Emotion Detection** | 8.2 (24 reviews) | Not enough data | Not enough data | | **Language Detection** | 8.3 (27 reviews) | Not enough data | Not enough data | #### System | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Data Ingestion & Wrangling** | 8.6 (27 reviews) | Not enough data | Not enough data | | **Programming Language Support** | 8.1 (28 reviews) | Not enough data | Not enough data | | **Drag and Drop** | 8.1 (24 reviews) | Not enough data | Not enough data | | **Pre-Built Algorithms** | 8.3 (26 reviews) | Not enough data | Not enough data | | **Customizable Models** | 7.7 (23 reviews) | Not enough data | Not enough data | ### Text Analysis | Product | Score | Reviews | |---|---|---| | **Amazon Comprehend** | 8.4/10 | 29 | | **IBM Watson Natural Language Understanding** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Setup | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Integration** | 8.7 (26 reviews) | Not enough data | Not enough data | | **Maintenance** | 8.6 (26 reviews) | Not enough data | Not enough data | | **No-Code** | 7.6 (23 reviews) | Not enough data | Not enough data | #### Data | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Security** | 8.5 (24 reviews) | Not enough data | Not enough data | | **Data Visualization** | 8.1 (25 reviews) | Not enough data | Not enough data | #### Analysis | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Automation** | 8.0 (26 reviews) | Not enough data | Not enough data | | **Named entity recognition** | 8.3 (24 reviews) | Not enough data | Not enough data | | **Keyphrase Extraction** | 8.8 (24 reviews) | Not enough data | Not enough data | | **Topic Analysis** | 9.0 (24 reviews) | Not enough data | Not enough data | | **Sentiment Analysis** | 8.7 (23 reviews) | Not enough data | Not enough data | | **Language Identification** | 8.1 (24 reviews) | Not enough data | Not enough data | | **Syntax/Part of Speech Parsing** | 8.3 (23 reviews) | Not enough data | Not enough data | #### Customization | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Pre-Built Parameterization** | 8.2 (25 reviews) | Not enough data | Not enough data | | **Custom Extension** | 7.9 (22 reviews) | Not enough data | Not enough data | | **Compositionality** | 8.5 (21 reviews) | Not enough data | Not enough data | #### Generative AI | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Generative AI Infrastructure | Product | Score | Reviews | |---|---|---| | **Amazon Comprehend** | N/A | N/A | | **IBM Watson Natural Language Understanding** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Scalability and Performance - Generative AI Infrastructure | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI High Availability** | Not enough data | Not enough data | Not enough data | | **AI Model Training Scalability** | Not enough data | Not enough data | Not enough data | | **AI Inference Speed** | Not enough data | Not enough data | Not enough data | #### Cost and Efficiency - Generative AI Infrastructure | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI Cost per API Call** | Not enough data | Not enough data | Not enough data | | **AI Resource Allocation Flexibility** | Not enough data | Not enough data | Not enough data | | **AI Energy Efficiency** | Not enough data | Not enough data | Not enough data | #### Integration and Extensibility - Generative AI Infrastructure | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI Multi-cloud Support** | Not enough data | Not enough data | Not enough data | | **AI Data Pipeline Integration** | Not enough data | Not enough data | Not enough data | | **AI API Support and Flexibility** | Not enough data | Not enough data | Not enough data | #### Security and Compliance - Generative AI Infrastructure | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | Not enough data | | **AI Role-based Access Control** | Not enough data | Not enough data | Not enough data | | **AI Data Encryption** | Not enough data | Not enough data | Not enough data | #### Usability and Support - Generative AI Infrastructure | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **AI Documentation Quality** | Not enough data | Not enough data | Not enough data | | **AI Community Activity** | Not enough data | Not enough data | Not enough data | ### Natural Language Processing (NLP) Platforms | Product | Score | Reviews | |---|---|---| | **Amazon Comprehend** | N/A | N/A | | **IBM Watson Natural Language Understanding** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Model Customization - Natural Language Processing (NLP) Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Domain-Specific Models** | Not enough data | Not enough data | Not enough data | | **Pipeline Customization** | Not enough data | Not enough data | Not enough data | | **Model Fine-Tuning** | Not enough data | Not enough data | Not enough data | | **Pre-Trained Models** | Not enough data | Not enough data | Not enough data | | **Third-Party Library Integration** | Not enough data | Not enough data | Not enough data | #### Scalability and Performance - Natural Language Processing (NLP) Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Distributed Training** | Not enough data | Not enough data | Not enough data | | **Real-Time Inference** | Not enough data | Not enough data | Not enough data | | **Handling Large Datasets** | Not enough data | Not enough data | Not enough data | #### Integration and Deployment - Natural Language Processing (NLP) Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **CI/CD and MLOps Compatibility** | Not enough data | Not enough data | Not enough data | | **API and SDK Integration** | Not enough data | Not enough data | Not enough data | | **Microservices Deployment** | Not enough data | Not enough data | Not enough data | #### Data Preparation and Labeling - Natural Language Processing (NLP) Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Preprocessing Tools** | Not enough data | Not enough data | Not enough data | | **Weak Supervision** | Not enough data | Not enough data | Not enough data | | **Data Annotation Tools** | Not enough data | Not enough data | Not enough data | #### Monitoring and Maintenance - Natural Language Processing (NLP) Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Model Drift Detection** | Not enough data | Not enough data | Not enough data | | **Performance Monitoring** | Not enough data | Not enough data | Not enough data | ### Low-Code Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Amazon Comprehend** | N/A | N/A | | **IBM Watson Natural Language Understanding** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Data Ingestion & Preparation - Low-Code Machine Learning Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | | **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | | **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | #### Model Construction & Automation - Low-Code Machine Learning Platforms | Feature | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | | **Code Extensibility** | Not enough data | Not enough data | Not enough data | | **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | --- ## Categories **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) **Unique to IBM Watson Natural Language Understanding (2):** [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Natural Language Processing (NLP) Platforms Software](https://www.g2.com/categories/natural-language-processing-nlp-platforms) **Unique to Amazon SageMaker (4):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms) --- ## Reviewer Demographics ### By Company Size | Segment | Amazon Comprehend | IBM Watson Natural Language Understanding | Amazon SageMaker | |---|---|---|---| | **Small-Business** | 38.0% | 58.1% | 30.6% | | **Mid-Market** | 39.4% | 16.1% | 34.7% | | **Enterprise** | 22.5% | 25.8% | 34.7% | ### By Industry #### 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% #### IBM Watson Natural Language Understanding - **Information Technology and Services:** 25.8% - **Computer Software:** 12.9% - **Higher Education:** 6.5% - **Hospital & Health Care:** 6.5% - **Marketing and Advertising:** 6.5% - **Telecommunications:** 6.5% - **Management Consulting:** 3.2% - **Leisure, Travel & Tourism:** 3.2% - **Insurance:** 3.2% - **Non-Profit Organization Management:** 3.2% - **Other:** 22.6% #### Amazon SageMaker - **Information Technology and Services:** 20.4% - **Computer Software:** 14.3% - **Internet:** 6.1% - **Hospital & Health Care:** 6.1% - **Computer & Network Security:** 4.1% - **Marketing and Advertising:** 4.1% - **Education Management:** 4.1% - **Higher Education:** 4.1% - **Financial Services:** 4.1% - **Banking:** 2.0% - **Other:** 30.6% --- ## Alternatives ### Alternatives to Amazon Comprehend - [Google Cloud Natural Language API](https://www.g2.com/products/google-cloud-natural-language-api/reviews) — 4.3/5 stars (98 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [Google Cloud Translation API](https://www.g2.com/products/google-cloud-translation-api/reviews) — 4.4/5 stars (329 reviews) - [Microsoft Text Analytics API](https://www.g2.com/products/microsoft-text-analytics-api/reviews) — 4.4/5 stars (14 reviews) - [NLTK](https://www.g2.com/products/nltk/reviews) — 4.4/5 stars (48 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Forsta](https://www.g2.com/products/forsta/reviews) — 4.2/5 stars (335 reviews) - [InMoment Experience Improvement (XI) Platform](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews) — 4.7/5 stars (319 reviews) - [NVivo](https://www.g2.com/products/nvivo/reviews) — 4.0/5 stars (138 reviews) ### Alternatives to IBM Watson Natural Language Understanding - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Forsta](https://www.g2.com/products/forsta/reviews) — 4.2/5 stars (335 reviews) - [InMoment Experience Improvement (XI) Platform](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews) — 4.7/5 stars (319 reviews) - [Chattermill](https://www.g2.com/products/chattermill/reviews) — 4.5/5 stars (236 reviews) - [Dovetail](https://www.g2.com/products/dovetail-research-pty-ltd-dovetail/reviews) — 4.5/5 stars (167 reviews) - [Canvs](https://www.g2.com/products/canvs-ai-canvs/reviews) — 4.3/5 stars (147 reviews) - [NVivo](https://www.g2.com/products/nvivo/reviews) — 4.0/5 stars (138 reviews) - [Google Cloud Natural Language API](https://www.g2.com/products/google-cloud-natural-language-api/reviews) — 4.3/5 stars (98 reviews) ### Alternatives to Amazon SageMaker - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews) - [DataRobot](https://www.g2.com/products/datarobot/reviews) — 4.4/5 stars (28 reviews) - [H2O](https://www.g2.com/products/h2o/reviews) — 4.5/5 stars (24 reviews) - [Google Cloud AutoML](https://www.g2.com/products/google-cloud-automl/reviews) — 4.1/5 stars (22 reviews) --- ## Top Discussions ### 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..." ### IBM Watson Natural Language Understanding No discussions available for this product. ### Amazon SageMaker - Title: [What is the best way to integrate Sagemaker models with Kubernetes?](https://www.g2.com/discussions/28784-what-is-the-best-way-to-integrate-sagemaker-models-with-kubernetes) — 1 comment > **Top comment:** "https://aws.amazon.com/blogs/machine-learning/introducing-amazon-sagemaker-operators-for-kubernetes/" - Title: [How do i make this platform reach to most of my developers?](https://www.g2.com/discussions/27976-how-do-i-make-this-platform-reach-to-most-of-my-developers) — 1 comment > **Top comment:** "you can manage the access via IAM users and roles and give them access as per their need, Sagemaker by default has all the basic AWS feature and you can..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amazon-comprehend-vs-ibm-watson-natural-language-understanding-vs-amazon-sagemaker)