# Amazon Web Services — developer ecosystem report

- GitHub org: `aws`
- Category: platform
- Overall score: 59.0 / 100
- Overall rank: #80
- Last refreshed: 2026-08-15

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 80.0 | #20 | ~22% |
| Education | 52.0 | #707 | ~18% |
| AI readiness | 12.0 | #767 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 66.0 | #23 | ~16% |
| Reach | 8.0 | #1017 | ~18% |
| Momentum | 82.0 | #12 | ~14% |

## Links

- GitHub: https://github.com/aws
- Website: https://amazon.com
- Docs: https://docs.amazon.com

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 151,010 |
| Forks | 43,625 |
| Open issues | 13,414 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [aws-cli](https://github.com/aws/aws-cli) | 17,184 | Python | Universal Command Line Interface for Amazon Web Services |
| [aws-cdk](https://github.com/aws/aws-cdk) | 12,869 | TypeScript | The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code |
| [amazon-sagemaker-examples](https://github.com/aws/amazon-sagemaker-examples) | 10,984 | Jupyter Notebook | Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon Sa |
| [serverless-application-model](https://github.com/aws/serverless-application-model) | 9,564 | Python | The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates int |
| [aws-sdk-go](https://github.com/aws/aws-sdk-go) | 8,676 | Go | This SDK has reached end-of-support. The AWS SDK for Go v2 is available here: https://github.com/aws/aws-sdk-go-v2 |
| [karpenter-provider-aws](https://github.com/aws/karpenter-provider-aws) | 7,703 | Go | Karpenter is a Kubernetes Node Autoscaler built for flexibility, performance, and simplicity. |
| [aws-sam-cli](https://github.com/aws/aws-sam-cli) | 6,728 | Python | CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM |
| [aws-sdk-php](https://github.com/aws/aws-sdk-php) | 6,199 | PHP | Official repository of the AWS SDK for PHP (@awsforphp) |
| [containers-roadmap](https://github.com/aws/containers-roadmap) | 5,357 | Shell | This is the public roadmap for AWS container services (ECS, ECR, Fargate, and EKS).  |
| [s2n-tls](https://github.com/aws/s2n-tls) | 4,750 | C | An implementation of the TLS/SSL protocols |
| [aws-sdk-pandas](https://github.com/aws/aws-sdk-pandas) | 4,116 | Python | pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudW |
| [aws-lambda-go](https://github.com/aws/aws-lambda-go) | 3,797 | Go | Libraries, samples and tools to help Go developers develop AWS Lambda functions. |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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