# aiobotocore vs Bruno

**Leader by vioscaleAI score:** Bruno

| Attribute | aiobotocore | Bruno |
|---|---|---|
| **vioscaleAI score** | 54.9 (60% (medium)) | 63.3 (65% (medium)) |
| activity.commits_last_30d | 33 | 100 |
| adoption.dependent_repos | 1,982 | 1 |
| adoption.github_stars | 1,427 | 47,596 |
| adoption.package_downloads_weekly | - | 262,968 |
| 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":"Open-source API client that stores collections as plain-text code files in your repository, integrating with Git workflows and running entirely on your local machine. It is indexed under API Development Tools.","source":"https://www.usebruno.com/pricing","question":"What is Bruno?","confidence":0.6},{"answer":"Bruno is open source, so it can be self-hosted and used at no licence cost. It is released under the MIT licence. A commercial or hosted edition starts at $6 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://www.usebruno.com/pricing","question":"Is Bruno free to use?","confidence":0.6},{"answer":"Bruno supports Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.usebruno.com/pricing","question":"What platforms does Bruno support?","confidence":0.6},{"answer":"Yes. Bruno can be deployed on-premise, air-gapped and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.usebruno.com","question":"Can Bruno be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Bruno, including Vault, AWS Secrets Manager and OpenAPI. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.usebruno.com/pricing","question":"What does Bruno integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 for Bruno. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Bruno not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.usebruno.com","question":"What security certifications does Bruno have?","confidence":0.48},{"answer":"Yes. Bruno 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/usebruno/bruno","question":"Is Bruno open source?","confidence":0.99},{"answer":"Bruno is available worldwide. Its primary market is the United States.","source":"https://www.usebruno.com/pricing","question":"Where is Bruno available?","confidence":0.5}]` |
| deployment.options | - | `{"air_gapped":true,"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. | An open-source, offline-first API client that stores API collections as plain text files and integrates with Git for version control. It supports HTTP, REST, GraphQL, and gRPC requests without requiring cloud accounts or per-user licensing. |
| features.capabilities | `{"api_docs":true,"rest_client":true}` | `{"api_docs":true,"mock_server":true,"rest_client":true,"grpc_support":true,"collaboration":true,"ci_integration":true,"openapi_import":true,"graphql_support":true,"automated_testing":true}` |
| integrations.count | 3 | 7 |
| integrations.list | `[{"name":"S3"},{"name":"SQS"},{"name":"DynamoDB"}]` | `[{"name":"Vault"},{"name":"Azure Key Vault"},{"name":"AWS Secrets Manager"},{"name":"OpenAPI"},{"name":"Git","native":true,"category":"version_control","direction":"bidirectional"},{"name":"Postman","native":false,"category":"api_client","direction":"inbound"},{"name":"Insomnia","native":false,"category":"api_client","direction":"inbound"},{"name":"Swagger 2.0","native":false,"category":"api_specification","direction":"inbound"},{"name":"HashiCorp Vault","native":false,"category":"secrets_management","direction":"inbound"},{"name":"OpenAPI / Swagger","native":true,"direction":"bidirectional"}]` |
| language.primary | Python | JavaScript |
| license.spdx | Apache-2.0 | MIT |
| market.availability | - | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":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":"hybrid","plans":[{"free":true,"name":"Open Source","summary":"Free, open source","features":["API Client (HTTP, REST, GraphQL, gRPC)","Testing","Documentation","Scripting","Secret Management","Code Generation","History","Native Git Integration","Public Git Providers","2 Workspaces","GitUI (clone, init, diffs, pull, push, branch, stash, merge)"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Free and open-source edition for individual developers","contactSales":false},{"free":false,"name":"Pro","summary":"$6/user/month, billed annually","features":["All Open Source features","AI Assistant","Public + Private Git Providers","Unlimited Workspaces","Secret Manager Integration (Vault, Azure, AWS)","Collection Runner (unlimited)","Data Driven Testing","Report Generation","OpenAPI/OAS Import (5/month)","Email & Chat Support","48-hour Support SLA"],"commitment":"annual","components":[{"kind":"per_unit","unit":"user","amount":6,"period":"month","currency":"USD"}],"description":"For teams using Bruno as their primary API tool with Git-based workflows","contactSales":false},{"free":false,"name":"Ultimate","summary":"$11/user/month, billed annually","features":["All Pro features","Unlimited OpenAPI/OAS Import","Collection to OAS Generation","User Management (unlimited admins)","CSV Upload","Audit Logs","SSO / SAML","SCIM Provisioning","AI Governance","Dedicated Account Manager","24-hour Support SLA","Custom Terms of Service","Custom Data Processing Agreement","Custom Security Review"],"commitment":"annual","components":[{"kind":"per_unit","unit":"user","amount":11,"period":"month","currency":"USD"}],"description":"Enterprise-grade features and support for large organizations standardizing Bruno","contactSales":false}],"summary":"Free open source edition or $6–11/user/month billed annually. 14-day free trial of Ultimate available.","currency":"USD","freeTier":true,"sourceUrl":"https://www.usebruno.com/pricing","retrievedAt":"2026-08-14T13:43:10.470Z","freeTrialDays":14,"startingPrice":{"amount":6,"period":"month","currency":"USD"},"billingPeriods":["year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | freemium |
| pricing.price_level | free | low |
| pricing.starting_price | - | `{"amount":6,"currency":"USD"}` |
| pricing.transparent | - | yes |
| release.cadence_days | 15 | 8 |
| 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/usebruno/bruno/releases/tag/v4.2.1","date":"2026-09-30T13:52:52Z","type":"stable","version":"v4.2.1"},{"url":"https://github.com/usebruno/bruno/releases/tag/v4.2.0","date":"2026-09-23T14:25:55Z","type":"stable","version":"v4.2.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v4.1.0","date":"2026-08-20T14:09:37Z","type":"stable","version":"v4.1.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v4.0.0","date":"2026-07-23T17:26:41Z","type":"stable","version":"v4.0.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.5.3","date":"2026-07-20T11:58:24Z","type":"stable","version":"v3.5.3"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.5.2","date":"2026-07-13T14:44:00Z","type":"stable","version":"v3.5.2"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.5.1","date":"2026-07-02T09:50:18Z","type":"prerelease","version":"v3.5.1"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.5.0","date":"2026-06-23T15:50:06Z","type":"stable","version":"v3.5.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.4.2","date":"2026-05-26T17:00:33Z","type":"stable","version":"v3.4.2"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.4.1","date":"2026-05-21T08:33:24Z","type":"stable","version":"v3.4.1"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.4.0","date":"2026-05-20T17:00:57Z","type":"stable","version":"v3.4.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.3.0","date":"2026-04-22T17:00:24Z","type":"stable","version":"v3.3.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.2.2","date":"2026-04-03T14:50:45Z","type":"stable","version":"v3.2.2"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.2.0","date":"2026-03-18T18:58:31Z","type":"stable","version":"v3.2.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.1.4","date":"2026-02-24T22:12:09Z","type":"stable","version":"v3.1.4"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.1.3","date":"2026-02-20T12:51:01Z","type":"stable","version":"v3.1.3"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.1.2","date":"2026-02-18T14:50:51Z","type":"stable","version":"v3.1.2"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.1.1","date":"2026-02-17T11:45:03Z","type":"stable","version":"v3.1.1"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.1.0","date":"2026-02-16T15:57:20Z","type":"stable","version":"v3.1.0"},{"url":"https://github.com/usebruno/bruno/releases/tag/v3.0.2","date":"2026-01-07T20:05:43Z","type":"stable","version":"v3.0.2"}]` |
| 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}` | `{"count":1,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=%40usebruno%2Fcli&per_page=100","last_12m":1,"max_severity":"CRITICAL"}` |

## Capabilities (API Development Tools)

| Capability | aiobotocore | Bruno |
|---|:--:|:--:|
| **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 2026-10-16T20:01:27.704Z. "-" = undocumented, not absent.*