# aiobotocore vs SwaggerHub

**Leader by vioscaleAI score:** SwaggerHub

| Attribute | aiobotocore | SwaggerHub |
|---|---|---|
| **vioscaleAI score** | 54.9 (60% (medium)) | 60.7 (65% (medium)) |
| activity.commits_last_30d | 33 | - |
| adoption.dependent_repos | 1,982 | - |
| adoption.github_stars | 1,427 | - |
| content.faq | `[{"answer":"aiobotocore is an asynchronous Python client library for AWS services, built on top of botocore and aiohttp. It enables developers to make non-blocking, async/await-based calls to AWS APIs instead of using synchronous blocking requests.","source":"https://aiobotocore.aio-libs.org","question":"What is aiobotocore?","confidence":0.95},{"answer":"Use aiobotocore when building async Python applications that need to call AWS services without blocking the event loop. It's ideal for async web frameworks, concurrent workloads, or applications where latency-free operation matters.","source":"https://aiobotocore.aio-libs.org","question":"When should I use aiobotocore instead of botocore or boto3?","confidence":0.9},{"answer":"aiobotocore is a mostly full-featured async implementation of botocore, providing access to the same AWS services as botocore. Coverage is extensive but may have minor gaps in newer or less common services.","source":"https://aiobotocore.aio-libs.org","question":"What AWS services does aiobotocore support?","confidence":0.85},{"answer":"aiobotocore uses aiohttp as its HTTP client library. aiohttp provides async HTTP capabilities needed for non-blocking network requests to AWS endpoints.","source":"https://aiobotocore.aio-libs.org","question":"What HTTP library does aiobotocore use under the hood?","confidence":0.95},{"answer":"aiobotocore is built on botocore, so the API and method names are familiar. However, usage requires async/await syntax instead of synchronous calls, so code patterns differ from synchronous botocore.","source":"https://aiobotocore.aio-libs.org","question":"How familiar is the aiobotocore API to existing botocore users?","confidence":0.9},{"answer":"Yes, as an async library, aiobotocore is designed to execute multiple AWS requests concurrently without blocking. This enables efficient handling of scenarios with many simultaneous operations.","source":"https://aiobotocore.aio-libs.org","question":"Can aiobotocore handle multiple concurrent AWS requests efficiently?","confidence":0.8},{"answer":"aiobotocore is described as a mostly full-featured async version of botocore. While it covers the vast majority of use cases, coverage is not complete, so documentation review is advisable before production adoption.","source":"https://aiobotocore.aio-libs.org","question":"Does aiobotocore provide feature parity with botocore?","confidence":0.8}]` | `[{"answer":"Swagger sets the standard for API design, testing, and governance in the age of AI. It automates and centralizes visibility, governance, and discoverability, while AI-assisted building, testing, and documentation help teams deliver faster, operate predictably, and scale with confidence. It is indexed under API Development Tools.","source":"https://swaggerhub.com/","question":"What is SwaggerHub?","confidence":0.6},{"answer":"SwaggerHub offers a free tier, so you can start without paying. Paid plans start at €21.20 per user per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://swaggerhub.com/","question":"Is SwaggerHub free?","confidence":0.6},{"answer":"SwaggerHub supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://swaggerhub.com/","question":"What platforms does SwaggerHub support?","confidence":0.6},{"answer":"Yes. SwaggerHub can be deployed cloud / SaaS, hybrid and on-premise, so it does not have to run on the vendor's infrastructure.","source":"https://swaggerhub.com/","question":"Can SwaggerHub be self-hosted?","confidence":0.6},{"answer":"We have confirmed 8 integrations for SwaggerHub, including AWS API Gateway, Azure API Management, Kong, GitHub, GitLab, Bitbucket, Webhooks and CI/CD pipelines. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://swaggerhub.com/","question":"What does SwaggerHub integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for SwaggerHub. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as SwaggerHub not holding them. Always confirm compliance directly before you rely on it.","source":"https://swaggerhub.com/","question":"What security certifications does SwaggerHub have?","confidence":0.6}]` |
| deployment.options | - | `{"cloud":true,"hybrid":true,"on_prem":true}` |
| description.long | A Python library that wraps the AWS botocore SDK to provide full asynchronous/await support for AWS services. Used in production for services like S3, SQS, and DynamoDB. | A platform that helps teams design, test, and manage APIs with AI-powered assistance for automated testing, documentation, and collaborative workflows. |
| features.capabilities | `{"api_docs":true,"rest_client":true}` | `{"api_docs":true,"mock_server":true,"collaboration":true,"ci_integration":true,"openapi_import":true,"automated_testing":true}` |
| integrations.count | 3 | 8 |
| integrations.list | `[{"name":"S3"},{"name":"SQS"},{"name":"DynamoDB"}]` | `[{"name":"AWS API Gateway"},{"name":"Azure API Management"},{"name":"Kong"},{"name":"GitHub"},{"name":"GitLab"},{"name":"Bitbucket"},{"name":"Webhooks"},{"name":"CI/CD pipelines"}]` |
| language.primary | Python | - |
| license.spdx | Apache-2.0 | - |
| platform.support | - | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://aiobotocore.aio-libs.org","retrievedAt":"2026-08-14T10:16:32.885Z"}` | `{"type":"subscription","plans":[{"free":false,"name":"Individual","summary":"€21.20/user/month","features":["Catalog","Studio with Codegen, editor, form-based editor","5 domains (component libraries)","Portal: 1 public product","Contract testing: 10 contracts, 10 AI credits","Functional testing: 50 test executions, Test automation, CI/CD integration, Assertions, Reporting, Sequential testing"],"minSeats":1,"commitment":"monthly","components":[{"kind":"per_unit","unit":"user","amount":21.2,"period":"month","currency":"EUR"}],"description":"For individual developers needing powerful tools for API design, testing, and documentation.","contactSales":false,"includedLimits":{"domains":"5","webhooks":"None","contracts":"10","ai_credits":"10","public_products":"1","test_executions":"50"}},{"free":false,"name":"Team","summary":"€32.34/user/month","features":["Catalog","Studio with Codegen, editor, form-based editor","10 domains (component libraries)","Portal: 2 public products with SmartBear branding","Contract testing: 20 contracts, 10 AI credits per user, 1 System Account, 2 Webhooks","Functional testing: 50 test executions, Test automation, CI/CD integration, Assertions, Reporting, Sequential testing"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"user","amount":32.34,"period":"month","currency":"EUR"}],"description":"Ideal for small teams looking to enhance collaboration and documentation.","contactSales":false,"includedLimits":{"domains":"10","webhooks":"2","contracts":"20","public_products":"2","system_accounts":"1","test_executions":"50","ai_credits_per_user":"10"}},{"free":false,"name":"Enterprise","summary":"€54.68/user/month","features":["Catalog","Studio with Standardization, unlimited domains","Portal: 5 public products with SmartBear branding","Contract testing: 50 contracts, 10 AI credits per user, 1 System Account, 50 Webhooks, RBAC","Functional testing: 100 test executions, Test automation, CI/CD integration, Assertions, Reporting, Sequential testing"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"user","amount":54.68,"period":"month","currency":"EUR"}],"description":"For larger teams needing advanced features for complex API management.","contactSales":false,"includedLimits":{"domains":"None","webhooks":"50","contracts":"50","public_products":"5","system_accounts":"1","test_executions":"100","ai_credits_per_user":"10"}},{"free":false,"name":"Enterprise Plus","summary":"Custom pricing","features":["Catalog","Studio with Standardization, unlimited domains, custom API templates","Portal: Unlimited public and private products with full customization","Contract testing: Unlimited contracts, 30 AI credits per user, Unlimited System Accounts, Unlimited Webhooks, RBAC","Functional testing: Unlimited test executions, Test automation, CI/CD integration, Assertions, Reporting, Sequential & Parallel testing"],"description":"For enterprises needing maximum control, scalability, and dedicated support.","contactSales":true,"includedLimits":{"domains":"None","webhooks":"None","contracts":"None","public_products":"None","test_executions":"None","ai_credits_per_user":"30"}}],"addOns":[{"name":"Portal Pro","components":[{"kind":"per_unit","unit":"user","amount":27.5,"period":"month","currency":"EUR"}]},{"name":"Contract Testing Pro","components":[{"kind":"per_unit","unit":"user","amount":21.8,"period":"month","currency":"EUR"}]},{"name":"Enterprise SSO"}],"summary":"From €21.20/user/month. Free tier available. Yearly billing offers 20% discount.","currency":"EUR","freeTier":true,"sourceUrl":"https://swaggerhub.com/","retrievedAt":"2026-08-03T21:33:51.693Z","startingPrice":{"amount":21.2,"period":"month","currency":"EUR"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | commercial |
| pricing.price_level | free | mid |
| pricing.transparent | - | yes |
| release.cadence_days | 15 | - |
| release.history | `[{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.9.2","date":"2026-10-01T00:17:46Z","type":"stable","version":"3.9.2"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.9.1","date":"2026-08-22T02:29:38Z","type":"stable","version":"3.9.1"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.9.0","date":"2026-08-01T11:42:27Z","type":"stable","version":"3.9.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.8.0","date":"2026-07-17T02:48:26Z","type":"stable","version":"3.8.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.7.0","date":"2026-05-09T10:06:04Z","type":"stable","version":"3.7.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.6.0","date":"2026-05-01T20:13:55Z","type":"stable","version":"3.6.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.5.0","date":"2026-04-21T07:06:01Z","type":"stable","version":"3.5.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.4.0","date":"2026-04-07T05:53:00Z","type":"stable","version":"3.4.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.3.0","date":"2026-03-18T09:38:42Z","type":"stable","version":"3.3.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.2.1","date":"2026-03-04T22:10:40Z","type":"stable","version":"3.2.1"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.2.0","date":"2026-02-24T15:04:22Z","type":"stable","version":"3.2.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.1.3","date":"2026-02-14T11:51:39Z","type":"stable","version":"3.1.3"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.1.2","date":"2026-02-05T10:01:24Z","type":"stable","version":"3.1.2"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.1.1","date":"2026-01-20T16:41:05Z","type":"stable","version":"3.1.1"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.1.0","date":"2026-01-02T19:58:43Z","type":"stable","version":"3.1.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/3.0.0","date":"2025-12-10T06:41:46Z","type":"stable","version":"3.0.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/2.26.0","date":"2025-11-28T07:35:38Z","type":"stable","version":"2.26.0"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/2.25.2","date":"2025-11-11T18:29:01Z","type":"stable","version":"2.25.2"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/2.25.1","date":"2025-10-28T22:03:55Z","type":"stable","version":"2.25.1"},{"url":"https://github.com/aio-libs/aiobotocore/releases/tag/2.25.0","date":"2025-10-10T17:20:39Z","type":"stable","version":"2.25.0"}]` | - |
| reliability.status_page | - | yes |
| security.fedramp | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.scorecard | 8 | - |
| security.soc2 | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=aiobotocore&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (API Development Tools)

| Capability | aiobotocore | SwaggerHub |
|---|:--:|:--:|
| **Core** |  |  |
| REST client | ✓ | - |
| GraphQL support | - | - |
| gRPC support | - | - |
| **Design** |  |  |
| Mock servers | - | ✓ |
| **Testing** |  |  |
| Automated / contract testing | - | ✓ |
| **Collaboration** |  |  |
| Team collaboration & sharing | - | ✓ |
| **Docs** |  |  |
| Doc generation | ✓ | ✓ |
| **Standards** |  |  |
| OpenAPI / spec import | - | ✓ |
| **Ops** |  |  |
| CI integration / CLI | - | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T19:19:09.137Z. "-" = undocumented, not absent.*