{"slug":"arq","name":"arq","domain":null,"best_rank":8,"categories":1,"entries":[{"slug":"best-task-queue-for-python-web-applications","title":"Best task queue for Python web applications","rank":8,"of":8,"score":1,"appearances":1,"modelRanks":{"Claude":5},"reason":"The best fit for async-native FastAPI/Starlette apps — built by the pydantic team around asyncio and Redis, tiny API surface, job scheduling and retries included, and it integrates naturally into an async codebase where Celery's worker model fights the event loop; earns the spot on the assumption that a large share of new Python web apps in 2026 are async-first","reasons":[{"model":"Claude","reason":"The best fit for async-native FastAPI/Starlette apps — built by the pydantic team around asyncio and Redis, tiny API surface, job scheduling and retries included, and it integrates naturally into an async codebase where Celery's worker model fights the event loop; earns the spot on the assumption that a large share of new Python web apps in 2026 are async-first"}],"fixes":[{"model":"Claude","fix":"Minimalist by design and maintenance is slow-paced — Redis-only, no dashboard, no workflow composition, and a single-maintainer bus factor; not for teams needing rich orchestration or enterprise support"}],"updated":"2026-07-18","rank_history":{"days":["2026-07-17","2026-07-18"],"ranks":[7,null]},"api":"https://modelsagree.com/api/v1/best/best-task-queue-for-python-web-applications.json"}],"page":"https://modelsagree.com/product/arq","check":"https://modelsagree.com/check?q=arq","updated":"2026-07-18T05:29:36.321Z","attribution":"modelsagree.com, CC BY 4.0"}