# AWS Lambda vs Google Cloud TPU Comparison | | AWS Lambda | Google Cloud TPU | |---|---|---| | **Star Rating** | 4.6 out of 5 | 4.5 out of 5 | | **Total Reviews** | 1,037 | 33 | | **Largest Market Segment** | Enterprise (42.0% of reviews) | Small-Business (42.4% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### AWS Lambda Pros: - Ease of Use (47 reviews) - Scalability (35 reviews) Cons: - Resource Limitations (36 reviews) - Difficult Debugging (17 reviews) ### Google Cloud TPU Pros: - Ease of Use (6 reviews) - Scalability (5 reviews) Cons: - Difficult Learning (5 reviews) - Expensive (5 reviews) --- ## Ratings Comparison | Rating | AWS Lambda | Google Cloud TPU | |---|---|---| | **Meets Requirements** | 9.0 (736 reviews) | 8.9 (28 reviews) | | **Ease of Use** | 8.7 (745 reviews) | 9.2 (29 reviews) | | **Ease of Setup** | 8.6 (397 reviews) | 9.2 (28 reviews) | | **Ease of Admin** | 8.5 (285 reviews) | 9.2 (18 reviews) | | **Quality of Support** | 8.6 (674 reviews) | 8.7 (26 reviews) | | **Has the product been a good partner in doing business?** | 8.9 (277 reviews) | 9.2 (17 reviews) | | **Product Direction (% positive)** | 9.3 (682 reviews) | 8.8 (29 reviews) | --- ## Pricing ### AWS Lambda #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Google Cloud TPU #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Machine Learning | Product | Score | Reviews | |---|---|---| | **AWS Lambda** | N/A | N/A | | **Google Cloud TPU** | 9.3/10 | 15 | #### Integration - Machine Learning | Feature | AWS Lambda | Google Cloud TPU | |---|---|---| | **Integration** | Not enough data | 9.4 (8 reviews) | #### Learning - Machine Learning | Feature | AWS Lambda | Google Cloud TPU | |---|---|---| | **Training Data** | Not enough data | 9.2 (10 reviews) | | **Actionable Insights** | Not enough data | Not enough data | | **Algorithm** | Not enough data | Not enough data | ### Cloud Platform as a Service (PaaS) | Product | Score | Reviews | |---|---|---| | **AWS Lambda** | 8.5/10 | 584 | | **Google Cloud TPU** | N/A | N/A | #### Development | Feature | AWS Lambda | Google Cloud TPU | |---|---|---| | **Application Deployment** | 8.9 (471 reviews) | Not enough data | | **Development Tools** | 8.4 (459 reviews) | Not enough data | | **Development Environment** | 8.3 (453 reviews) | Not enough data | | **Language Support** | 8.5 (441 reviews) | Not enough data | | **Testing** | 8.0 (439 reviews) | Not enough data | #### Database | Feature | AWS Lambda | Google Cloud TPU | |---|---|---| | **Database Management** | 8.3 (363 reviews) | Not enough data | | **Analytics** | 8.4 (372 reviews) | Not enough data | | **Auto Scaling** | 9.1 (422 reviews) | Not enough data | | **Backup / Recovery** | 8.4 (342 reviews) | Not enough data | | **Storage** | 8.4 (358 reviews) | Not enough data | #### Infrastructure | Feature | AWS Lambda | Google Cloud TPU | |---|---|---| | **Networking** | 8.6 (376 reviews) | Not enough data | | **Virtual Machines** | 8.4 (344 reviews) | Not enough data | | **Security** | 8.8 (401 reviews) | Not enough data | --- ## Categories **Unique to AWS Lambda (1):** [Cloud Platform as a Service (PaaS) Software](https://www.g2.com/categories/cloud-platform-as-a-service-paas) **Unique to Google Cloud TPU (1):** [Machine Learning Software](https://www.g2.com/categories/machine-learning) --- ## Reviewer Demographics ### By Company Size | Segment | AWS Lambda | Google Cloud TPU | |---|---|---| | **Small-Business** | 21.9% | 42.4% | | **Mid-Market** | 36.2% | 36.4% | | **Enterprise** | 42.0% | 21.2% | ### By Industry #### AWS Lambda - **Computer Software:** 22.8% - **Information Technology and Services:** 20.5% - **Financial Services:** 8.3% - **Internet:** 2.8% - **Hospital & Health Care:** 2.7% - **Retail:** 2.5% - **Insurance:** 2.2% - **Education Management:** 2.0% - **Marketing and Advertising:** 2.0% - **Telecommunications:** 1.9% - **Other:** 32.3% #### Google Cloud TPU - **Financial Services:** 12.1% - **Education Management:** 9.1% - **Banking:** 6.1% - **Computer & Network Security:** 6.1% - **Computer Software:** 6.1% - **Entertainment:** 6.1% - **Hospitality:** 6.1% - **Information Technology and Services:** 6.1% - **Marketing and Advertising:** 6.1% - **Research:** 6.1% - **Other:** 30.3% --- ## Alternatives ### Alternatives to AWS Lambda - [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (749 reviews) - [Red Hat OpenShift](https://www.g2.com/products/red-hat-red-hat-openshift/reviews) — 4.5/5 stars (304 reviews) - [Google App Engine](https://www.g2.com/products/google-app-engine/reviews) — 4.1/5 stars (216 reviews) - [Salesforce Heroku](https://www.g2.com/products/salesforce-heroku/reviews) — 4.2/5 stars (148 reviews) - [Azure App Service](https://www.g2.com/products/azure-app-service/reviews) — 4.5/5 stars (94 reviews) - [PythonAnywhere](https://www.g2.com/products/pythonanywhere/reviews) — 4.4/5 stars (81 reviews) - [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4004 reviews) - [Cloud Foundry](https://www.g2.com/products/cloud-foundry/reviews) — 4.0/5 stars (19 reviews) - [Azure Functions](https://www.g2.com/products/azure-functions/reviews) — 4.4/5 stars (213 reviews) - [SAP Integration Suite](https://www.g2.com/products/sap-integration-suite/reviews) — 4.3/5 stars (339 reviews) ### Alternatives to Google Cloud TPU - [scikit-learn](https://www.g2.com/products/scikit-learn/reviews) — 4.8/5 stars (60 reviews) - [XGBoost](https://www.g2.com/products/xgboost/reviews) — 4.4/5 stars (13 reviews) - [Amazon Personalize](https://www.g2.com/products/amazon-personalize/reviews) — 4.3/5 stars (33 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (800 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5564 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1953 reviews) - [Phrase](https://www.g2.com/products/phrase-phrase/reviews) — 4.5/5 stars (1285 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (816 reviews) - [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (749 reviews) --- ## Top Discussions ### AWS Lambda - Title: [What is AWS Lambda used for?](https://www.g2.com/discussions/what-is-aws-lambda-used-for) — 3 comments > **Top comment:** "It is used to deply applications. It provides serverless environment which means you only pay the cost for the cost or duration for which the application had..." - Title: [Is AWS lambda a container?](https://www.g2.com/discussions/is-aws-lambda-a-container) — 3 comments > **Top comment:** "yes" - Title: [What is AWS Lambda built on?](https://www.g2.com/discussions/what-is-aws-lambda-built-on) — 2 comments > **Top comment:** "Each lambda function is packaged in its own container running on Linux. You can write your lambda function using a variety of languages such as Python, Java,..." - Title: [How does AWS Lambda work?](https://www.g2.com/discussions/how-does-aws-lambda-work) — 2 comments > **Top comment:** "Lambda is a Serverless service, Behind the scene, there are containers running, When you trigger a lambda a container spins up and your code is executed. The..." - Title: [What is AWS Lambda good for?](https://www.g2.com/discussions/what-is-aws-lambda-good-for) — 2 comments > **Top comment:** "Using AWS Lambda, we can schedule jobs of required scripts on regular interval to run, which is directly indicates to automation" ### Google Cloud TPU No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-lambda-vs-google-cloud-tpu)