# aiobotocore vs Redocly

**Leader by vioscaleAI score:** Redocly

| Attribute | aiobotocore | Redocly |
|---|---|---|
| **vioscaleAI score** | 54.9 (60% (medium)) | 67.6 (74% (medium)) |
| activity.commits_last_30d | 33 | 6 |
| adoption.dependent_repos | 1,982 | 2,769 |
| adoption.github_stars | 1,427 | 25,948 |
| adoption.package_downloads_weekly | - | 1,344,836 |
| 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":"A suite of tools for generating API reference documentation from specifications, enabling collaborative API design, and maintaining an internal catalog of APIs with governance and discovery features. It is indexed under API Development Tools.","source":"https://redocly.com","question":"What is Redocly?","confidence":0.6},{"answer":"Redocly offers a free tier, so you can start without paying. Paid plans start at $10 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://redocly.com","question":"Is Redocly free?","confidence":0.6},{"answer":"Redocly supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://redocly.com","question":"What platforms does Redocly support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Redocly, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://redocly.com","question":"Can Redocly be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Redocly. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Redocly not holding them. Always confirm compliance directly before you rely on it.","source":"https://redocly.com/security","question":"What security certifications does Redocly have?","confidence":0.7},{"answer":"Yes. Redocly is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/Redocly/redoc","question":"Is Redocly open source?","confidence":0.99}]` |
| deployment.options | - | `{"cloud":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. | Redocly provides tools to generate API documentation, validate specifications against custom rules, maintain centralized API catalogs for organizational discovery, and manage documentation as source code using version control integration. |
| features.capabilities | `{"api_docs":true,"rest_client":true}` | `{"api_docs":true,"mock_server":true,"collaboration":true,"ci_integration":true,"openapi_import":true}` |
| integrations.count | 3 | 1 |
| integrations.list | `[{"name":"S3"},{"name":"SQS"},{"name":"DynamoDB"}]` | `[{"name":"GitHub"}]` |
| language.primary | Python | TypeScript |
| license.spdx | Apache-2.0 | MIT |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| 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":"hybrid","plans":[{"free":false,"name":"Pro","summary":"$10/seat/month","features":["Custom domain hosting","1 Project","100 Pages","OpenAPI/GraphQL/AsyncAPI/SOAP support","Mock servers"],"minSeats":1,"commitment":"monthly","components":[{"kind":"per_unit","unit":"seat","amount":10,"period":"month","currency":"USD"}],"description":"Includes Redoc with custom domain hosting, 1 Project, 100 Pages","contactSales":false,"includedLimits":{"pages":"100","projects":"1"}},{"free":false,"name":"Enterprise","summary":"$24/seat/month","features":["Everything in Pro","500 Pages","SSO","Guest SSO","RBAC","Remote content","Typesense search","Analytics","MCP Servers"],"minSeats":1,"commitment":"monthly","components":[{"kind":"per_unit","unit":"seat","amount":24,"period":"month","currency":"USD"}],"description":"Everything in Pro plus 500 Pages, SSO, RBAC, Remote content, AI search, Analytics","contactSales":false,"includedLimits":{"pages":"500"}},{"free":false,"name":"Enterprise+","summary":"Custom pricing, billed annually","features":["Everything in Enterprise","Data residency options","Sales-assistance","Procurement forms","Security questionnaires","Pay-by-invoice/PO process","Legal reviews","Single-tenant hosting options","Premium support and professional services"],"commitment":"annual","description":"Everything in Enterprise with custom deployment, procurement support, and premium services","contactSales":true}],"addOns":[{"name":"Revel","components":[{"kind":"per_unit","unit":"seat","amount":10,"period":"month","currency":"USD"}]},{"name":"Reef","components":[{"kind":"per_unit","unit":"seat","amount":10,"period":"month","currency":"USD"}]},{"name":"Realm (Redoc + Revel + Reef)","components":[{"kind":"per_unit","unit":"seat","amount":18,"period":"month","currency":"USD"}]},{"name":"Respect Monitoring","components":[{"per":{"qty":1000,"unit":"requests"},"kind":"metered","amount":10,"currency":"USD"}]}],"summary":"From $10/seat/month (Pro). 30-day free trial. Respect Monitoring from free (first 1,000 requests/month) with usage-based or commitment tiers.","currency":"USD","freeTier":true,"sourceUrl":"https://redocly.com","retrievedAt":"2026-08-05T14:13:05.254Z","freeTrialDays":30,"startingPrice":{"amount":10,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | commercial |
| pricing.price_level | free | low |
| pricing.transparent | - | yes |
| release.cadence_days | 15 | 45 |
| 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"}]` | `[{"url":"https://github.com/Redocly/redoc/releases/tag/redoc%403.0.0-rc.4","date":"2026-10-13T13:11:04Z","type":"prerelease","version":"redoc@3.0.0-rc.4"},{"url":"https://github.com/Redocly/redoc/releases/tag/redoc%403.0.0-rc.3","date":"2026-10-12T16:16:02Z","type":"prerelease","version":"redoc@3.0.0-rc.3"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.5.3","date":"2026-05-29T10:40:24Z","type":"stable","version":"v2.5.3"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.5.1","date":"2025-09-26T20:58:47Z","type":"stable","version":"v2.5.1"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.5.0","date":"2025-04-14T15:29:03Z","type":"stable","version":"v2.5.0"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.4.0","date":"2025-02-07T12:43:58Z","type":"stable","version":"v2.4.0"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.3.0","date":"2025-01-16T12:20:05Z","type":"stable","version":"v2.3.0"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.2.0","date":"2024-10-16T10:33:05Z","type":"stable","version":"v2.2.0"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.1.5","date":"2024-06-10T13:33:01Z","type":"stable","version":"v2.1.5"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.1.4","date":"2024-04-25T16:52:53Z","type":"stable","version":"v2.1.4"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.1.3","date":"2023-10-25T09:01:59Z","type":"stable","version":"v2.1.3"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.1.2","date":"2023-09-11T10:45:51Z","type":"stable","version":"v2.1.2"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.1.1","date":"2023-08-17T21:14:28Z","type":"stable","version":"v2.1.1"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.1.0","date":"2023-08-17T14:10:26Z","type":"stable","version":"v2.1.0"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0","date":"2022-09-13T12:29:53Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0-rc.77","date":"2022-09-06T16:16:16Z","type":"stable","version":"v2.0.0-rc.77"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0-rc.76","date":"2022-08-18T15:20:48Z","type":"stable","version":"v2.0.0-rc.76"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0-rc.75","date":"2022-08-10T15:20:12Z","type":"stable","version":"v2.0.0-rc.75"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0-rc.74","date":"2022-07-28T14:20:21Z","type":"stable","version":"v2.0.0-rc.74"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0-rc.72","date":"2022-06-02T13:44:31Z","type":"stable","version":"v2.0.0-rc.72"}]` |
| reliability.sla_pct | - | 99.9 |
| reliability.status_page | - | yes |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.pci | - | yes |
| security.scorecard | 8 | 6.6 |
| security.soc2 | - | yes |
| security.trust_center | - | https://redocly.com/blog/security-ruleset |
| 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}` | `{"count":1,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=redoc&per_page=100","last_12m":0,"max_severity":"HIGH"}` |

## Capabilities (API Development Tools)

| Capability | aiobotocore | Redocly |
|---|:--:|:--:|
| **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 2026-10-15T22:59:15.431Z. "-" = undocumented, not absent.*