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topic / Checked 2026-10-18

Browserless vs Tilion: concurrency and scale

Can the provider start and run the fleet you need? Compare Browserless and Tilion 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

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.

Tilion: Arena's observed test concurrency is a test configuration, not an account entitlement. Obtain the production concurrency and session creation limits for your access tier before sizing a fleet.

Sources: docs.browserless.io [1] ↗tilion.com [2] ↗

Compare the browser lifecycle

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.

Tilion: BrowserArena includes a Tilion session integration. The reviewed public Tilion homepage does not publish the full session API contract; obtain the supported connection and lifecycle instructions through its access flow.

Sources: docs.browserless.io [1] ↗tilion.com [2] ↗

Compare the billing contract

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.

Tilion: Arena provides an estimated usage rate for its test. The reviewed public homepage does not establish a self-serve production plan, allowances or overage terms. Obtain those terms before quoting a monthly bill.

Sources: docs.browserless.io [1] ↗tilion.com [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

RequirementBrowserlessTilion
Browser controlDocumentedArena integration
Saved browser stateAuthenticated ProfilesNot established
Code executionProduct-dependent executionNot established
Deployment choiceDocumentedNot established

Sources: docs.browserless.io [1] ↗docs.browserless.io [2] ↗docs.browserless.io [3] ↗docs.browserless.io [4] ↗docs.browserless.io [5] ↗docs.browserless.io [6] ↗tilion.com [7] ↗

Which approach fits?

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.

Choose Tilion when you can obtain access and test the product directly, with its current API and commercial terms in hand.

Tilion tradeoff: Arena measurements do not establish public availability or feature completeness. Confirm access, API details and plan terms before planning a production migration.

Sources: docs.browserless.io [1] ↗tilion.com [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.

When Notte belongs on this shortlist

Choose the Browserless product and deployment before drawing a conclusion from its documentation. BAP, shared browser access and a self-hosted service can have different features; Notte's session and Function resources should be compared with the specific path you would purchase.

The reviewed Tilion homepage offers a waitlist and contact route. Arena's tested integration is useful evidence about a run, but a purchasing or migration decision still needs a documented access, state and execution contract; those unknowns must remain visible beside Notte's public docs.

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.

Consider this third option when its documented mechanism addresses a requirement left open by the two providers above. A working configuration on either original provider can still be the better choice; compare the task and ownership cost before switching.

Sources: docs.browserless.io [1] ↗tilion.com [2] ↗docs.notte.cc [3] ↗

Keep comparing

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