# aiobotocore vs curl

**Leader by vioscaleAI score:** curl

| Attribute | aiobotocore | curl |
|---|---|---|
| **vioscaleAI score** | 54.9 (60% (medium)) | 65 (51% (medium)) |
| activity.commits_last_30d | 33 | 100 |
| adoption.dependent_repos | 1,982 | 3,409 |
| adoption.github_stars | 1,427 | 43,119 |
| 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}]` | `[{"answer":"An open-source solution available as both a command-line tool and embedded library, enabling network data transmission across billions of devices and applications worldwide. It is indexed under API Development Tools.","source":"https://curl.se/","question":"What is curl?","confidence":0.6},{"answer":"curl is open source, so it can be self-hosted and used at no licence cost. Pricing changes often, so verify at source before relying on it.","source":"https://curl.se/","question":"Is curl free to use?","confidence":0.6},{"answer":"curl supports Windows, Linux, iOS and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://curl.se/","question":"What platforms does curl support?","confidence":0.6},{"answer":"Yes. curl can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://curl.se/","question":"Can curl be self-hosted?","confidence":0.6}]` |
| deployment.options | - | `{"self_hosted":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. | curl is a widely-used command-line tool and library that enables data transfer using URL syntax. It supports numerous protocols including HTTP, HTTPS, and MQTT, and can be used both from the command line and as a programmatic library. |
| features.capabilities | `{"api_docs":true,"rest_client":true}` | `{"api_docs":true,"rest_client":true,"ci_integration":true,"automated_testing":true}` |
| integrations.count | 3 | - |
| integrations.list | `[{"name":"S3"},{"name":"SQS"},{"name":"DynamoDB"}]` | - |
| language.primary | Python | C |
| license.spdx | Apache-2.0 | - |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":true,"ios":true,"mac":true,"linux":true,"windows":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://aiobotocore.aio-libs.org","retrievedAt":"2026-08-14T10:16:32.885Z"}` | `{"type":"open_source","summary":"Free and open source","sourceUrl":"https://curl.se/","retrievedAt":"2026-09-14T13:20:23.780Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | open_source |
| pricing.price_level | free | free |
| pricing.transparent | - | yes |
| release.cadence_days | 15 | 48 |
| 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/curl/curl/releases/tag/curl-8_23_0","date":"2026-10-14T06:05:46Z","type":"stable","version":"curl-8_23_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_22_0","date":"2026-09-02T05:59:35Z","type":"stable","version":"curl-8_22_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_21_0","date":"2026-06-24T06:03:04Z","type":"stable","version":"curl-8_21_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_20_0","date":"2026-04-29T06:31:23Z","type":"stable","version":"curl-8_20_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_19_0","date":"2026-03-11T06:52:50Z","type":"stable","version":"curl-8_19_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_18_0","date":"2026-01-07T07:03:41Z","type":"stable","version":"curl-8_18_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_17_0","date":"2025-11-05T07:18:19Z","type":"stable","version":"curl-8_17_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_16_0","date":"2025-09-10T05:48:58Z","type":"stable","version":"curl-8_16_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_15_0","date":"2025-07-16T06:30:51Z","type":"stable","version":"curl-8_15_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_14_1","date":"2025-06-04T05:58:45Z","type":"stable","version":"curl-8_14_1"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_14_0","date":"2025-05-28T05:47:27Z","type":"stable","version":"curl-8_14_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_13_0","date":"2025-04-02T05:56:33Z","type":"stable","version":"curl-8_13_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_12_1","date":"2025-02-13T07:22:05Z","type":"stable","version":"curl-8_12_1"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_12_0","date":"2025-02-05T08:18:37Z","type":"stable","version":"curl-8_12_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_11_1","date":"2024-12-11T07:17:04Z","type":"stable","version":"curl-8_11_1"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_11_0","date":"2024-11-06T07:18:25Z","type":"stable","version":"curl-8_11_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_10_1","date":"2024-09-18T06:08:13Z","type":"stable","version":"curl-8_10_1"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_10_0","date":"2024-09-11T05:53:05Z","type":"stable","version":"curl-8_10_0"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_9_1","date":"2024-07-31T07:08:30Z","type":"stable","version":"curl-8_9_1"},{"url":"https://github.com/curl/curl/releases/tag/curl-8_9_0","date":"2024-07-24T06:37:51Z","type":"stable","version":"curl-8_9_0"}]` |
| security.disclosure_policy | - | yes |
| security.scorecard | 8 | 9 |
| security.trust_center | - | https://curl.se/docs/security.html |
| 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":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=conda&package_name=ca-certificates&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (API Development Tools)

| Capability | aiobotocore | curl |
|---|:--:|:--:|
| **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 2026-10-16T20:54:12.990Z. "-" = undocumented, not absent.*