# TensorFlow, Wipro Holmes vs Amazon SageMaker Comparison | | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Star Rating** | 4.5 out of 5 | 3.8 out of 5 | 4.3 out of 5 | | **Total Reviews** | 138 | 10 | 54 | | **Largest Market Segment** | Small-Business (51.9% of reviews) | Enterprise (44.4% of reviews) | Enterprise (35.4% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Top Pros & Cons ### TensorFlow Pros: - Machine Learning (23 reviews) - AI Integration (19 reviews) Cons: - Steep Learning Curve (25 reviews) - Complexity (8 reviews) ### Wipro Holmes Pros: - Efficiency (3 reviews) - AI Integration (2 reviews) Cons: - Complex Interface (1 reviews) - Limited Customization (1 reviews) ### Amazon SageMaker Pros: - Ease of Use (3 reviews) - AI Integration (2 reviews) Cons: - Expensive (3 reviews) - Complexity (2 reviews) --- ## Ratings Comparison | Rating | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Meets Requirements** | 9.1 (120 reviews) | 7.7 (8 reviews) | 8.7 (43 reviews) | | **Ease of Use** | 8.0 (124 reviews) | 7.7 (8 reviews) | 8.3 (44 reviews) | | **Ease of Setup** | 8.3 (102 reviews) | 8.1 (7 reviews) | 8.5 (31 reviews) | | **Ease of Admin** | 7.9 (39 reviews) | Not enough data | 8.4 (20 reviews) | | **Quality of Support** | 8.7 (106 reviews) | 8.1 (8 reviews) | 8.6 (38 reviews) | | **Has the product been a good partner in doing business?** | 8.3 (36 reviews) | Not enough data | 9.2 (20 reviews) | | **Product Direction (% positive)** | 9.2 (118 reviews) | 8.5 (8 reviews) | 9.1 (40 reviews) | --- ## Pricing ### TensorFlow #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Wipro Holmes #### 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 | |---|---|---| | **TensorFlow** | N/A | N/A | | **Wipro Holmes** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Deployment | Feature | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | |---|---|---| | **TensorFlow** | 8.4/10 | 106 | | **Wipro Holmes** | 7.6/10 | 7 | | **Amazon SageMaker** | 8.8/10 | 43 | #### System | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Data Ingestion & Wrangling** | 8.6 (70 reviews) | 6.9 (7 reviews) | 8.4 (21 reviews) | #### Model Development | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Language Support** | 8.9 (97 reviews) | 7.4 (7 reviews) | 8.8 (30 reviews) | | **Drag and Drop** | 7.2 (83 reviews) | Feature Not Available | 8.2 (28 reviews) | | **Pre-Built Algorithms** | 8.8 (97 reviews) | Feature Not Available | 8.3 (33 reviews) | | **Model Training** | 9.2 (96 reviews) | 7.6 (7 reviews) | 8.9 (34 reviews) | #### Model Development | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Feature Engineering** | 9.0 (69 reviews) | 7.6 (7 reviews) | 8.4 (19 reviews) | #### Machine/Deep Learning Services | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Computer Vision** | 9.1 (95 reviews) | 6.4 (7 reviews) | 8.9 (26 reviews) | | **Natural Language Processing** | 9.0 (89 reviews) | 8.6 (7 reviews) | 9.1 (28 reviews) | | **Natural Language Generation** | 8.9 (87 reviews) | 7.4 (7 reviews) | 8.9 (25 reviews) | | **Artificial Neural Networks** | 9.4 (97 reviews) | 7.9 (7 reviews) | 9.0 (28 reviews) | #### Machine/Deep Learning Services | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Natural Language Understanding** | 8.7 (64 reviews) | 7.6 (7 reviews) | 9.2 (17 reviews) | | **Deep Learning** | 9.3 (69 reviews) | 7.6 (7 reviews) | 9.2 (18 reviews) | #### Deployment | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Managed Service** | 8.5 (80 reviews) | Feature Not Available | 8.8 (37 reviews) | | **Application** | 8.7 (90 reviews) | 8.1 (7 reviews) | 8.7 (35 reviews) | | **Scalability** | 9.0 (89 reviews) | 8.1 (7 reviews) | 9.0 (35 reviews) | #### Generative AI | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **AI Text Generation** | 8.0 (11 reviews) | Not enough data | 8.6 (6 reviews) | | **AI Text Summarization** | 7.7 (11 reviews) | Not enough data | 9.2 (6 reviews) | | **AI Text-to-Image** | 8.0 (11 reviews) | Not enough data | 8.3 (5 reviews) | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Autonomous Task Execution** | 7.3 (5 reviews) | Not enough data | Not enough data | | **Multi-step Planning** | 7.3 (5 reviews) | Not enough data | Not enough data | | **Cross-system Integration** | 7.5 (6 reviews) | Not enough data | 9.0 (5 reviews) | | **Adaptive Learning** | 8.7 (5 reviews) | Not enough data | Not enough data | | **Natural Language Interaction** | 8.3 (5 reviews) | Not enough data | Not enough data | | **Proactive Assistance** | 7.0 (5 reviews) | Not enough data | Not enough data | | **Decision Making** | 7.7 (5 reviews) | Not enough data | Not enough data | ### Generative AI Infrastructure | Product | Score | Reviews | |---|---|---| | **TensorFlow** | N/A | N/A | | **Wipro Holmes** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Scalability and Performance - Generative AI Infrastructure | Feature | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 | ### Low-Code Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **TensorFlow** | N/A | N/A | | **Wipro Holmes** | N/A | N/A | | **Amazon SageMaker** | N/A | N/A | #### Data Ingestion & Preparation - Low-Code Machine Learning Platforms | Feature | TensorFlow | Wipro Holmes | 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 | TensorFlow | Wipro Holmes | 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 **Shared Categories (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Unique to Amazon SageMaker (3):** [MLOps Platforms](https://www.g2.com/categories/mlops-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 | TensorFlow | Wipro Holmes | Amazon SageMaker | |---|---|---|---| | **Small-Business** | 51.9% | 22.2% | 31.3% | | **Mid-Market** | 25.6% | 33.3% | 33.3% | | **Enterprise** | 22.6% | 44.4% | 35.4% | ### By Industry #### TensorFlow - **Computer Software:** 27.1% - **Information Technology and Services:** 19.5% - **Research:** 7.5% - **Computer & Network Security:** 4.5% - **Automotive:** 3.0% - **Education Management:** 3.0% - **Higher Education:** 3.0% - **Financial Services:** 2.3% - **Biotechnology:** 1.5% - **Environmental Services:** 1.5% - **Other:** 27.1% #### Wipro Holmes - **Information Technology and Services:** 44.4% - **Logistics and Supply Chain:** 22.2% - **Computer Software:** 22.2% - **Financial Services:** 11.1% #### Amazon SageMaker - **Information Technology and Services:** 20.8% - **Computer Software:** 14.6% - **Internet:** 6.3% - **Hospital & Health Care:** 6.3% - **Computer & Network Security:** 4.2% - **Marketing and Advertising:** 4.2% - **Education Management:** 4.2% - **Higher Education:** 4.2% - **Financial Services:** 4.2% - **Banking:** 2.1% - **Other:** 29.2% --- ## Alternatives ### Alternatives to TensorFlow - [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) - [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews) - [Anaconda Platform](https://www.g2.com/products/anaconda-platform/reviews) — 4.5/5 stars (241 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [Google Cloud AutoML](https://www.g2.com/products/google-cloud-automl/reviews) — 4.1/5 stars (22 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews) ### Alternatives to Wipro Holmes - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (745 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews) ### Alternatives to Amazon SageMaker - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 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 (809 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 (769 reviews) - [DataRobot](https://www.g2.com/products/datarobot/reviews) — 4.4/5 stars (27 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 ### TensorFlow - Title: [What is TensorFlow and why it is used?](https://www.g2.com/discussions/what-is-tensorflow-and-why-it-is-used) — 2 comments > **Top comment:** "TensorFlow is an open-source library that lets you generate various models AI/ML/DL models." ### Wipro Holmes - Title: [What is Wipro Holmes used for?](https://www.g2.com/discussions/what-is-wipro-holmes-used-for) — 1 comment > **Top comment:** "AI and Machine Learning, Automation, Data Analytics, Supply Chain Optimization." ### 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/tensorflow-vs-wipro-holmes-vs-amazon-sagemaker)