# aiobotocore vs Redocly

**Leader by Vioscale score:** Redocly

| Attribute | aiobotocore | Redocly |
|---|---|---|
| **Vioscale score** | 56.1 (61% (medium)) | 66.8 (76% (high)) |
| activity.commits_last_30d | 34 | 3 |
| adoption.dependent_repos | 1,982 | 2,769 |
| adoption.github_stars | 1,424 | 25,888 |
| adoption.package_downloads_weekly | - | 1,522,119 |
| 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}]` | - |
| deployment.options | - | `{"cloud":true}` |
| description.long | A Python library that provides asynchronous access to AWS services through a botocore wrapper, enabling developers to use async/await patterns when interacting with Amazon Web Services. | 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. |
| 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 | 14 | 43 |
| release.history | `[{"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/aio-libs/aiobotocore/releases/tag/2.24.3","date":"2025-10-07T16:40:04Z","type":"stable","version":"2.24.3"}]` | `[{"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"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0-rc.71","date":"2022-05-31T13:39:04Z","type":"stable","version":"v2.0.0-rc.71"},{"url":"https://github.com/Redocly/redoc/releases/tag/v2.0.0-rc.70","date":"2022-05-17T08:41:32Z","type":"stable","version":"v2.0.0-rc.70"}]` |
| reliability.sla_pct | - | 99.9 |
| reliability.status_page | - | yes |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.pci | - | yes |
| security.scorecard | 8.2 | 6.5 |
| 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}` | `{"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: Vioscale. Generated 2026-09-01T14:46:49.923Z. "-" = undocumented, not absent.*