# aiobotocore vs Thunder Client

| Attribute | aiobotocore | Thunder Client |
|---|---|---|
| **Vioscale score** | 56.1 (61% (medium)) | 68.6 (30% (low)) |
| activity.commits_last_30d | 34 | - |
| adoption.dependent_repos | 1,982 | - |
| adoption.github_stars | 1,424 | - |
| 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 lightweight API testing client for VS Code and JetBrains IDEs that stores all data locally on developers' machines and enables team collaboration through Git-based synchronization without requiring context-switching to external tools. |
| features.capabilities | `{"api_docs":true,"rest_client":true}` | `{"rest_client":true,"grpc_support":true,"collaboration":true,"ci_integration":true}` |
| integrations.count | 3 | 2 |
| integrations.list | `[{"name":"S3"},{"name":"SQS"},{"name":"DynamoDB"}]` | `[{"name":"Azure"},{"name":"AWS"}]` |
| language.primary | Python | - |
| license.spdx | Apache-2.0 | - |
| market.availability | - | `{"hqCountry":"IE","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://aiobotocore.aio-libs.org","retrievedAt":"2026-08-14T10:16:32.885Z"}` | `{"type":"subscription","plans":[{"free":true,"name":"Free","features":["VS Code extension","Local storage"],"commitment":"monthly","components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false},{"free":false,"name":"Starter","summary":"$3/user/month billed annually","features":["VS Code & JetBrains extensions","Team features","CLI & CI/CD","WebSocket, SSE, gRPC","250 Collection Runs per user"],"commitment":"annual","components":[{"kind":"per_unit","unit":"seat","amount":3,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"collection_runs":"250/month"}},{"free":false,"name":"Business","summary":"$7/user/month billed annually","features":["VS Code & JetBrains extensions","Team features","CLI & CI/CD","WebSocket, SSE, gRPC","500 Collection Runs per user"],"commitment":"annual","components":[{"kind":"per_unit","unit":"seat","amount":7,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"collection_runs":"500/month"}},{"free":false,"name":"Enterprise","summary":"$16/user/month billed annually","features":["VS Code & JetBrains extensions","Team features","CLI & CI/CD","WebSocket, SSE, gRPC","Unlimited Collection Runs","Offline Activation","Enterprise SSO","Secrets Manager Integration (Azure & AWS)","License Management API","Audit Logs","Performance Testing"],"commitment":"annual","components":[{"kind":"per_unit","unit":"seat","amount":16,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"collection_runs":"Unlimited"}}],"summary":"From free to $16/user/month. 14-day free trial available.","currency":"USD","freeTier":true,"sourceUrl":"https://www.thunderclient.com/pricing","retrievedAt":"2026-08-14T08:32:19.922Z","freeTrialDays":14,"startingPrice":{"amount":3,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | freemium |
| pricing.price_level | free | low |
| pricing.transparent | - | yes |
| release.cadence_days | 14 | - |
| 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"}]` | - |
| security.gdpr | - | yes |
| security.scorecard | 8.2 | - |
| 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 | Thunder Client |
|---|:--:|:--:|
| **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 2026-09-01T17:17:22.121Z. "-" = undocumented, not absent.*