October DealsAmazon USOctober deal check: compare before you payAmazon US: current deals, useful picks and tech finds.Check DealsSlow PC?RecommendedPC slow today? Run a repair scan before it gets worseResolve common Windows issues and optimize system performance.Scan NowOctober DealsAmazon USDeal season is back - check today's better picksAmazon US: current deals, useful picks and tech finds.See Picks×
Skip to content
World desk5 min

Use pytest-asyncio to Run Tests Faster

pytest-asyncio has configurable event-loop scopes, but a broader scope is not a guaranteed speedup. Measure your suite, then verify shared-loop tests and fixtures remain safe.
Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

pytest-asyncio can help a slow asynchronous test suite only when its configuration addresses a measured bottleneck. One experiment is to widen the event-loop scope so tests reuse a loop, but that trades some isolation for potentially lower setup overhead. The documentation does not promise a universal speedup: benchmark your suite and verify that shared-loop tests and fixtures remain safe.

Measure the suite before changing pytest-asyncio

First establish whether asynchronous test setup or event-loop creation is taking a meaningful share of your suite’s time. Record a baseline, identify slow tests and repeated setup, and avoid attributing all runtime to pytest-asyncio: slow application work, external services, fixtures, and test collection may matter more.

  1. Choose a representative test selection. Use the same tests for every comparison; include enough async tests to exercise the configuration you plan to change.
  2. Keep conditions consistent. Run comparisons on the same machine and environment, with the same dependency versions, test selection, and warm or cold state. Repeat runs and compare the results rather than relying on one timing.
  3. Change one setting at a time. Record the pytest-asyncio version and configuration alongside each run. Do not assume a setting improved performance unless your own measurements show it.
  4. Check correctness as well as duration. Run the full relevant test suite and look for order-dependent failures or state leaking between tests.

The current pytest-asyncio 1.4.0 documentation describes loop scopes and configuration, but does not quantify a speed gain for changing them. Defaults and deprecations can change, so check the documentation for the version installed in your project.

Experiment with a broader event-loop scope

By default, each async test runs in its own event loop, and the default test-loop scope is function. pytest-asyncio supports function, class, module, package, and session scopes. A broader scope can reduce repeated loop setup in some suites, but it also means tests share loop state for longer. Treat it as a benchmarkable configuration choice, not an automatic optimization.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

For a controlled experiment, set the default test-loop scope in your pytest configuration:

[tool.pytest.ini_options]
asyncio_default_test_loop_scope = "session"

This example configures a session-scoped loop for tests. Compare it with the function-scoped default using the same benchmark procedure. If sharing causes failures, leaks state, or conflicts with fixture assumptions, use a narrower scope or isolate the tests that require different loop lifetimes. The pytest-asyncio guide to changing the default event-loop scope shows the configuration, and the marker reference documents supported scopes.

Pick scope based on isolation and fixture lifetime

  • Function: each async test gets a fresh loop, supporting the strongest test-to-test isolation. It is the documented default for test-loop scope.
  • Class, module, package, or session: tests can share a loop over a wider boundary. Consider these only when the tests and async fixtures are compatible with that shared lifetime, then validate behavior and timing.

Fixtures and tests must agree about loop lifetime. A broader default is not a substitute for checking fixture scope, cleanup, and any objects that are bound to a particular loop.

Choose auto or strict mode for plugin ownership

Mode affects how pytest-asyncio handles async tests and fixtures; it is not a speed setting. The current configuration documentation lists auto and strict, and says strict is the default when no mode is specified. Check your installed version and project configuration instead of assuming an implicit default.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Use auto when asyncio is the project’s async framework

If the project uses asyncio alone and you prefer less explicit marking, configure:

[tool.pytest.ini_options]
asyncio_mode = "auto"

Auto mode is intended to be convenient for asyncio-only projects. Confirm that it fits the way your tests and fixtures are declared.

Use strict when async plugin ownership should be explicit

Strict mode is appropriate when another async framework or pytest plugin may also handle asynchronous tests. It preserves explicit ownership rather than having pytest-asyncio automatically take over async tests. The older pytest-asyncio concepts page explains the rationale behind auto and strict; use the current configuration reference for current settings and defaults.

You can select a mode at the command line with --asyncio-mode; the current configuration reference documents the available values and configuration options.

What’s actually slowing this PC down?

Pick the symptom - the matching free tool is one click away.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Support on Ko-Fi

Do not mistake async tests for parallel test execution

Awaiting concurrent work inside one test is different from scheduling separate test cases concurrently. pytest-asyncio’s guide says parametrized asynchronous cases still run sequentially. Parametrizing a test therefore does not, by itself, make those cases run in parallel. See the guide to parametrizing asynchronous tests.

Update old event-loop customization recipes

If you need tests to use different event loops, consult the current customization guidance rather than copying an older recipe. The pytest-asyncio 1.4.0 guide says overriding event_loop_policy is deprecated and recommends the pytest_asyncio_loop_factories hook instead. Follow the multiple event loops guide for the current approach.

Troubleshoot speed experiments

  • No measurable improvement: loop setup may not be a significant cost in this suite. Keep the simpler or more isolated configuration unless measurements justify a change.
  • Tests fail only after widening scope: investigate shared state, cleanup, and fixtures that assumed a fresh loop. Return affected tests to a narrower scope or isolate them.
  • Async tests or fixtures behave differently after changing mode: verify the configured mode, pytest-asyncio version, and whether another async plugin requires explicit ownership; strict mode may be more suitable for coexisting plugins.
  • Different event-loop customization no longer works as expected: check whether an old event_loop_policy override is involved and use the documented loop-factory hook guidance.
  • Only parametrized cases are slow: parametrization does not make async cases execute concurrently. Identify the work each case performs and distinguish test-level scheduling from concurrency within an individual test.

Or skip the browser setup

ScreenshotNeo is a website screenshot API and MCP server, rather than a pytest-asyncio tool; it is relevant if your development work also needs website captures. A single GET request can return an image or PDF:

curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webp

See the ScreenshotNeo API documentation. Before capture, it accepts cookie or consent banners and removes 60+ known consent platforms, newsletter popups, and chat widgets; these steps can be turned off. Bot checks, blank pages, timeouts, failed loads, and cache hits cost nothing, and response headers report the page verdict and billing status. Its MCP server offers screenshot and PDF tools to AI agents. The free plan includes 1,000 shots per month with no card; paid plans start at $5 for 3,000 shots. Learn more at ScreenshotNeo.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Sign up for 1,000 free screenshots a month, with no card required.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

Leave a Reply

Your email address will not be published. Required fields are marked *

Free tools Windows power users keep installed

One-click scans. No signup required.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

More from the Wire

  1. World desk4 min
    How to Spot an AI Voice Scam Before Sending MoneyDon’t rely on how a caller sounds. Pause, call back through a known number, and verify the emergency with another trusted person before sending money.
  2. Mountain View desk4 min
    Google’s SynthID Detector: How to Check AI-Generated Images, Video and AudioGoogle’s SynthID Detector looks for an embedded watermark in supported images, video and audio. Here is what its results do—and do not—show.
  3. Redmond desk20 min
    How to create a link to File or Folder in Windows 11Windows 11 gives you several ways to point to a file or folder without moving or duplicating it. You can create a desktop shortcut,…
Recommended PC Tool
Recommended PC Tool
Crashes, No Sound, or Screen Glitches?Free driver scan
PC Slower Than It Used to Be?Free scan - under a minute

Two free Windows tools

One Free Minute Could Fix That PC

Before you go - each of these free tools takes about a minute and tackles what quietly slows a Windows PC down.

Special offer. View Outbyte info, uninstall instructions, EULA, and Privacy Policy.