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topic / Checked 2026-10-18

Notte vs Browserless: concurrency and scale

Can the provider start and run the fleet you need? Compare Notte and Browserless using documented concurrency and scale behavior and a practical evaluation method.

Can the provider start and run the fleet you need?

Concurrent sessions, session creation rate and HTTP request rate are different limits. A plan that allows a hundred open browsers may still need time to start them. Polling or retrying without a budget can exhaust API capacity before the browser cap is reached.

If a thousand jobs arrive together but only fifty browser slots are available, queue jobs before allocating browsers. Starting all jobs immediately can turn ordinary capacity management into timeouts, retries and idle browser charges.

Compare operational limits

Notte: The public plans list 5, 25 and 100 concurrent browser sessions, with custom limits on Enterprise. Session duration and concurrent capacity are separate plan limits; a larger technical API limit does not override the plan.

Browserless: Account concurrency and session routing affect a Browserless deployment. Use its concurrent-session guidance, and distinguish shared cloud, managed dedicated and self-hosted capacity.

Sources: notte.cc [1] ↗docs.browserless.io [2] ↗

Compare the browser lifecycle

Notte: Create an owned browser session, connect Playwright or Puppeteer over CDP, and stop the session when the work finishes. Browser lifecycle management remains necessary even when the control socket disconnects.

Browserless: Create a browser through the selected Browserless connection path. The product documentation distinguishes browser-library connections from BrowserQL and BAP workflows, so retain the product name in configuration and comparisons.

Sources: docs.notte.cc [1] ↗docs.browserless.io [2] ↗

Compare the billing contract

Notte: The public usage rates are $0.01 per browser-hour, $0.05 per Function-hour and $10 per GB of managed proxy traffic. Paid plans return their price as usage credits. Price the relevant meters and plan eligibility for the workload.

Browserless: Browserless Cloud uses units. Browser time consumes one unit per 30-second increment, rounding partial increments upward; proxy traffic and other services also consume units. Included units and overage depend on the plan.

Sources: notte.cc [1] ↗docs.browserless.io [2] ↗

How to evaluate this choice

A quota table establishes what an account may request. A measured concurrency curve establishes how the tested workload behaved. Keep both in the decision and avoid extrapolating a single-session result to a large fleet.

  • Specify the number of simultaneously open browsers and the burst arrival rate.
  • Measure time until every requested browser is ready for work.
  • Record rate limits and honor the returned retry delay.
  • Cap worker concurrency and keep queued tasks outside browser sessions.
  • Include failed starts and cleanup in the load test's result.

Requirements side by side

RequirementNotteBrowserless
Browser controlDocumentedDocumented
Saved browser stateDocumentedAuthenticated Profiles
Code executionPython FunctionsProduct-dependent execution
Deployment choiceEnterprise optionsDocumented

Sources: docs.notte.cc [1] ↗docs.notte.cc [2] ↗docs.notte.cc [3] ↗docs.notte.cc [4] ↗docs.notte.cc [5] ↗docs.notte.cc [6] ↗docs.browserless.io [7] ↗docs.browserless.io [8] ↗docs.browserless.io [9] ↗docs.browserless.io [10] ↗docs.browserless.io [11] ↗docs.browserless.io [12] ↗

Which approach fits?

Choose Notte when your browser workflow needs saved logins, credential fill or scheduled Python code alongside the browser.

Notte tradeoff: A saved profile restores browser state; it does not prove that a website still considers the user signed in. Use Managed Auth when the workflow needs connection readiness before it starts.

Choose Browserless when you need a browser service that fits existing automation libraries or a self-hosted deployment, and can select the appropriate Browserless product.

Browserless tradeoff: The connection route and product matter. A feature documented for BAP or a managed dedicated deployment should not be assumed to exist on every shared BaaS endpoint.

Sources: docs.notte.cc [1] ↗docs.browserless.io [2] ↗

A useful acceptance check

Write a pass/fail result for the real task before running the evaluation. Record the account, configuration and code version next to that result. Repeat failures need an explanation, not an automatically different browser configuration.

Keep comparing

Put the workflow to the test.

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