Prompt

what’s the best browser automation API for running Playwright scripts in the cloud?

Technology / Data infrastructure2 observationsLast seen Sep 18, 2026

Latest observation

Sep 18, 2026PerplexityWeb search: on

For running Playwright scripts in the cloud, Browserbase is the best overall browser automation API for most teams. It provides managed Chromium sessions that you can control through Playwright over CDP, along with session persistence, live debugging, recordings, observability, and scaling controls.

Browserless is the best choice if you want the simplest way to move existing Playwright or Puppeteer scripts to the cloud. Apify is better when browser execution needs to be part of a larger scraping system with queues, schedules, datasets, and storage.

Best options

PlatformBest forMain strengthTrade-off
BrowserbaseProduction Playwright and browser-agent workloadsManaged sessions, persistence, replay, and observabilityMore platform-specific session management
BrowserlessQuick Playwright/Puppeteer migrationCDP and WebSocket connectivity with minimal code changesLess focused on persistent identities and agents
ApifyComplete scraping workflowsActors, queues, scheduling, retries, and datasetsMore than you need if you only want hosted browsers
Bug0 BrowsersStandard CDP workflows and live inspectionRemote Chromium with browser previews and familiar protocolsSmaller ecosystem and less established enterprise footprint
TinyFish BrowserManaged browser sessions with flexible concurrencyPlaywright/CDP control and scaling tiersVerify limits and pricing for long-running jobs
Self-hosted PlaywrightMaximum privacy and infrastructure controlNo vendor dependency and customizable deploymentYou operate scaling, monitoring, updates, and security

My recommendation

Choose Browserbase if you need persistent authenticated sessions, parallel execution, session recordings, live inspection, or AI-agent integrations. Its standard CDP connection means you can use normal Playwright selectors and scripted flows rather than learning an entirely different automation API.

Choose Browserless if you already have working Playwright code and want to deploy it with minimal changes. It is a practical choice for scheduled jobs, browser rendering, testing, and conventional automation workloads.

Choose Apify if you need operational features around the browser: job queues, retries, schedules, datasets, key-value storage, and reusable scraper components.

Choose self-hosted Playwright when data privacy, network control, or predictable high utilization outweighs the maintenance burden. At sustained high volume, owning the infrastructure can reduce unit costs, but only if your team can manage browser fleets reliably.

What to test

Before committing, compare:

  • Maximum concurrent sessions and queue delay.
  • Browser startup time and job completion rate.
  • Playwright version and browser-channel support.
  • Persistent cookies and authentication state.
  • Context isolation between jobs.
  • Session duration and idle-time limits.
  • Screenshots, traces, recordings, and network logs.
  • Regional execution and data-residency controls.
  • Browser-minute, bandwidth, storage, and proxy costs.
  • Recovery from crashes, timeouts, and disconnected sessions.

A hosted browser does not guarantee access to every website. Use official APIs where available, respect site terms and rate limits, and do not use automation to bypass authentication, paywalls, CAPTCHAs, or explicit access controls.

Bottom line

My shortlist is:

  1. Browserbase — best overall for production Playwright scripts.
  2. Browserless — best for the quickest migration of existing scripts.
  3. Apify — best for complete scraping operations.
  4. Bug0 Browsers — best for standard CDP workflows with live inspection.
  5. Self-hosted Playwright — best for teams needing maximum control.

For a new production project, I would start with Browserbase and Browserless, run the same Playwright workload on both, and compare completed-job rate, latency, session reliability, debugging quality, and total cost.

Observation history

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