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

To keep Puppeteer’s memory use under control during a multi-URL screenshot batch, limit how many pages run at once, close each page in a finally block, and close the browser when the batch ends. Measure Node.js and Chrome processes separately in the environment where the job runs; Puppeteer’s documentation does not specify a universally safe page count or a guaranteed memory reduction.

Why page lifecycle and concurrency matter

Each open page belongs to a browser context, and leaving completed pages open means the batch continues carrying pages it no longer needs. Unbounded concurrency can also create a large simultaneous workload. A practical approach is to cap active work, release each page after its screenshot, and finish by closing the browser.

Choose the concurrency limit by measuring representative pages in your deployment environment. Page content varies: large images, long documents, animations, and heavy scripts can change the workload. There is no documented concurrency number that is safe for every site or machine.

Use a bounded worker pool and close every page

This example assumes your application provides runWithConcurrency and outputPathFor. They are not Puppeteer APIs; implement them to suit your queue and output naming requirements. Install Puppeteer in your Node.js project before running the code.

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.
#1 Best Overall
Sale
KAMRUI Essenx E2 Mini PC, AMD Ryzen 5 3500U(4 Cores, 8 Threads, Up to 3.7GHz), 16GB DDR4(Expandable) 256GB M.2 SSD Micro PC, HDMI+DP Dual 4K@60Hz Display Home/Business/Office Mini Desktop Computers
  • 【Ryzen 5 3500U Processor】KAMRUI Essenx E2 Mini PC is equipped with AMD Ryzen 5 3500U (4-cores/8-threads, up to 3.7GHz) with integrated Radeon Vega 8 Graphics(1200MHz, 8 Core). The 3500U CPU operates at a base frequency of 2.1 GHz and a Boost frequency of 3.7 GHz. This DDR supports upgradable up to 32GB, SSD supports up to 2TB.(NOT INCLUED), KAMRUI E2 3500U Mini PC is ideal for light office work and home entertainment. KAMRUI E2 3500U is more than 35% more powerful and smoother in operation than the Intel N150, 33% faster than Intel N95, 28% performance boost over Intel i3-10110U, and 42% stronger processing power than AMD Ryzen 3 3200U.
  • 【16GB DDR4 & 256GB SSD】The KAMRUI E2 mini computers is equipped with 16GB DDR4(Expandable up to 32GB) for faster multitasking and smooth application switching. 256GB M.2 SSD ensures fast startup times,fast file transfers and plenty of storage space,eliminating slow loading times and ensuring fast responsiveness.Storage space can RAM supports up to 32 GB, SSD supports up to 2TB (Not included)make file storage easier.
  • 【4K Dual Display & USB 3.2 Type-A Port】KAMRUI E2 3500U mini desktop pc is equipped with an HDMI 2.0+DP 1.4 interfaces for faster transmission, Support Dual 4K@60Hz Display, E2 mini desktop computers is ideal for visual home entertainment, home office, conference rooms, etc. USB3.2 Gen1 Type-A Port×2 with a transfer speed of up to 5Gbps (10 times faster than USB 2.0) for efficient data transfer. The RJ45 1000M Gigabit Ethernet Port ensures a stable network connection.
  • 【WiFi+Bluetooth stable connection】The Kamrui E2 micro pc have reliable and stable wireless connection, open websites in seconds, watch movies without buffering and download files smoothly, connect your monitor from WiFi or Ethernet, use a wireless keyboard and mouse through bluetooth, which will be powerful workstation for you.
  • 【Versatile Ports】This KAMRUI E2 Small pc is equipped with HDMI 2.0×1(4K@60Hz)、DP1.4×1(4K@60Hz)、Gigabit Ethernet Port (RJ45, 10/100/1000Mbps) ×1、USB3.2 Gen1 Type-A Port×2(5Gbps)、USB2.0 Type-A Port×2、3.5mm Audio Jack ×1、DC In ×1、Power Button ×1
const puppeteer = require('puppeteer');

async function captureBatch(urls, concurrency) {
  const browser = await puppeteer.launch();

  try {
    await runWithConcurrency(urls, concurrency, async (url) => {
      const page = await browser.newPage();

      try {
        await page.goto(url, { waitUntil: 'networkidle2' });
        await page.screenshot({ path: outputPathFor(url) });
      } finally {
        await page.close();
      }
    });
  } finally {
    await browser.close();
  }
}

Replace concurrency with a measured limit rather than assuming a particular value. A worker pool should ensure that no more than that many URL tasks are active at once. The Puppeteer screenshot guide shows saving a screenshot to a path and closing the browser after capture; the Page API documents page closure and coordination with screenshots in progress.

Why cleanup belongs in finally

If navigation or screenshot capture throws, code after the failed operation may never run. Putting page.close() in finally ensures the page is closed on success or failure. The outer finally similarly ensures that the browser is closed if the batch fails.

Handle failures and output names deliberately

  • Decide whether a navigation timeout or failed load should stop the whole batch or be recorded as a per-URL failure while other tasks continue.
  • Use unique output paths. URLs can collide after filename sanitization, and retries can overwrite existing files unless your naming policy accounts for them.
  • Expect partial output if a batch stops midway. Record which URLs succeeded so you can retry only the remainder if that suits your workflow.

The exact timeout policy and retry behavior depend on the application; do not let retries create more simultaneous pages than the concurrency limit allows.

Rank #2
Getorli Mini PC AMD Ryzen 5 3500U (4C/8T, Max 3.7GHz) Small Desktop Computer 16GB DDR4 RAM 512GB NVMe SSD Budget Micro Compact PCs 4K HD Dual HDMI WiFi 6 BT5.3 Prebuilt OS-Home Office Gaming Streaming
  • 【Great power in a small computer】Get fast performance from the AMD Ryzen 5 3500U ​CPU (2.1GHz-3.7GHz, 4 Cores 8 Threads) inside this mini pc, TDP 15W up to 25W. It's perfect for all your home office​ and business use, like daily computing, web browsing, and smooth media streaming. This small desktop computer​ handles everyday tasks easily and quietly.
  • 【Work on many things at once with lots of storage】This mini PC comes with 16GB of fast DDR4 RAM (expandable up to 32GB), allowing you to smoothly run multiple programs, dozens of browser tabs, and large files all at once. It also features a spacious 512GB NVMe SSD that provides ample storage and delivers dramatically faster boot-ups, app launches, and file transfers compared to a traditional hard drive.
  • 【See everything clearly on one or two 4K screens】Connect one or two monitors for more space to work or play. Dual HDMI ports​ on this mini pc​ support super sharp 4K Ultra HD​ video. It's great for doubling your work area for business​ or watching movies in high definition.
  • 【Fast modern connections in a tiny box】Enjoy a better and more stable internet connection with the latest WiFi 6. Use Bluetooth 5.3​ to connect wireless headphones, keyboards, and mice without wires. This small pc​ is very compact​ to save desk space and has extra USB ports (USB 2.0×2, USB 3.0×2, Type-c 2.0×1, Type-c 3.2 full featured×1, HDMI×2) for your printer, webcam, or other computer accessories.
  • 【Reliable Warranty and Support】We provides 1 year warranty for each Mini computers. So you don't need to worry about any product problems. If you have any questions about the product, please contact our customer service, we will provide 24-hour professional technical support and serve you at any time.

Choose page, context, and browser cleanup intentionally

For independent captures, closing each page gives fine-grained cleanup while the browser remains available for subsequent work. A browser context is a grouping and isolation choice: pages in the same context share that context’s cookies and local storage. Closing a context closes all its pages, which can be useful when a group of captures should share state and then be discarded together.

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

Close the browser with browser.close() when the batch is complete. Do not use browser.disconnect() as a substitute: disconnecting detaches Puppeteer but leaves the browser and its pages open. The Puppeteer browser management guide describes these behaviors; check it against the Puppeteer version installed in your project because the guide is marked Next.

The Page API also notes that BrowserContext.newPage(), Browser.newPage(), and Page.close() wait for screenshots in progress in the same context. Avoid assuming that concurrent page creation, capture, and closure calls are entirely independent.

Rank #3
Sale
BOSGAME E5 11 Pro Mini PC, AMD Ryzen 5300U 4C/ 8T, Business Home Office PC
  • 【AMD Ryzen 3 5300U CPU: Outperforms N150 & 3500U】 BOSGAME E5 mini PC is powered by the TSMC 7nm FinFET architecture AMD Ryzen 3 5300U processor (4 Cores, 8 Threads, up to 3.8GHz boost, 6MB total cache). Compared to low-end Intel N150 or 3500U chips which only have 4 single threads and throttle under load, the 5300U delivers over 30% faster multi-core speed. Run 30+ browser tabs, large Excel sheets, and Zoom meetings simultaneously without system lag.
  • 【8GB DDR4 RAM & 256GB NVMe SSD Storage】 Installed with high-speed 8GB DDR4 dual-channel memory and a fast 256GB M.2 2280 SSD, eliminating slow boot times and application loading delays. To accommodate growing data requirements, the upgradeable hardware design features dual SODIMM slots that allow you to expand memory up to 64GB RAM, ensuring smooth operation during heavy multitasking.
  • 【High-Capacity Dual M.2 SSD Storage Expansion】 Never worry about running out of space for your business files. In addition to the pre-installed 256GB system drive, the motherboard houses an extra empty internal M.2 2280 NVMe PCIe 3.0 slot. This allows you to easily add a second solid-state drive for up to an additional 2TB of storage capacity (upgrades not included) without needing to remove or reinstall the original operating system.
  • 【Radeon 6-Core Graphics & Triple 4K Displays】 Integrated with official AMD Radeon Graphics (6 Graphics Cores, 1500 MHz frequency) for casual gaming, photo editing, and crisp 4K media decoding. Featuring 1x HDMI 2.0 port, 1x DisplayPort, and 1x Full-Function Type-C port, the E5 outputs true 4K@60Hz resolution to three monitors at once. This multi-screen setup eliminates constant window-switching for traders, programmers, and office workers.
  • 【Dual 2.5GbE LAN Ports for Advanced Networking】 Experience fast wired network transmission speeds up to 2500Mbps without lagging or buffering. The integration of dual 2.5 Gigabit Ethernet ports (powered by Realtek RTL8125 controller) makes this compact computer an exceptional hardware choice for tech enthusiasts. Easily configure it into software routers, hardware firewalls (pfSense, OpnSense), home NAS servers, or local homelabs.

Keep screenshot output from accumulating in Node.js

Saving with page.screenshot({ path: ... }) writes the output to a file instead of requiring your application to retain the returned image buffer. This can help avoid unnecessary application-side retention when processing many results, but Puppeteer’s guide does not quantify a memory saving. If you need buffers for an upload or transformation, process and release them promptly rather than keeping every screenshot in an array.

When only one element is needed, Puppeteer supports ElementHandle.screenshot(). Capturing a specific element can fit a narrower output requirement, but it does not eliminate the need to close the page or bound concurrent work.

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

Measure memory and processes in the real deployment

  1. Track resident memory for the Node.js process and Chrome child processes separately. Also record active page count, completed URL count, and failures.
  2. Run a baseline with one active page, then compare it with the concurrency you intend to use. Use representative pages, including heavier content that occurs in production.
  3. Repeat measurements over a batch long enough to see whether resource use levels off or continues rising. Compare runs with the same URLs and settings where possible.
  4. If investigating retained JavaScript objects, call page.captureHeapSnapshot() to capture a JavaScript heap snapshot. It does not measure all Chrome native allocations or total browser-process memory.

These are practical measurement steps, not a Puppeteer-provided memory metric or a benchmark result. Use the process and container limits that apply to your actual deployment when deciding whether the chosen concurrency is acceptable.

Rank #4
Sale
GMKtec M5 Ultra Gaming Mini PC Ryzen 7 7730U 16GB RAM 256GB SSD Computer
  • Office Gaming Mini PC - UPGRADED GMKtec Nucbox M5 Ultra Series is equipped with the powerful AMD Ryzen 7 7730U processor, 8 Cores/16 Threads, Base 2.00GHz (Power Saving Quiet Mode) with Turbo Boost up to 4.50GHz (Performance Mode) in BIOS settings, Based on the ZEN 3+ architecture, this small but powerful mini pc delivers satisfying results in productivity, office work, and gaming. 35% Performance increase over AMD Ryzen 5 7430U/ Ryzen 7 5700U, 5600U, 5560U, 5500U.
  • 16GB DDR4 RAM & 256GB PCIe SSD - Installed with DDR4 16GB RAM (1x16GB), the Nucbox M5 Ultra mini pc support expansion to 64GB RAM. Featured with 256GB M.2 2280 PCIe 3.0 SSD, support dual slot expansion to 4TB SSD. (Upgrades not included)
  • DUAL NIC LAN 2.5G RJ45 - Fast Network Speeds: Enjoy up to 2500Mbps data transmission speed without worrying about lagging. Ideal for working, gaming, and surfing the internet. Great for Untangle, Pfsense or as a server office PC.
  • Mini Desktop Computer with 4K Triple Screen Display - Nucbox M5 Ultra integrates AMD Radeon Graphics 8 Cores 2000 MHz GPU to deliver powerful graphics processing power to easily handle the demands of complex design software, 4K@60Hz UHD video editing, and playback. It can connect to 3 display screens simultaneously.
  • Fast Internet WiFi 6E + BT5.2 Connection - GMKtec Mini PC with WiFi-6E Wireless, have 2.5G/5G/6G triple band, more faster and lower latency. Bluetooth 5.2 allowing you more quickly to connect other wireless devices (headset, mouse, keyboard, etc.) Interface features 2*USB3.2 ports, 2*USB2.0 ports, 1*HDMI 2.0 port(4K@60Hz), 1*USB-C port(PD/DP/DATA), 1*DP Port, 1*Audio 3.5mm (HP&MIC), 1*DC Power Port.

Troubleshoot rising memory or lingering Chrome processes

Memory keeps rising as URLs finish

  • Check that every task reaches its page-cleanup block, including navigation and screenshot error paths.
  • Confirm the worker pool caps active tasks and that retries do not bypass the cap.
  • Check whether the application retains returned screenshot buffers, page references, or other results after processing.
  • Compare Node and Chrome process memory separately; a JavaScript heap snapshot alone cannot explain all browser memory use.

Chrome processes remain after the batch

Confirm that the code reaches browser.close() and that the browser instance was not merely disconnected. In containers, Puppeteer’s troubleshooting guide notes that zombie Chrome processes can occur with some PID 1 setups and suggests considering dumb-init. This is a process-supervision issue to investigate, not a general memory optimization.

Pages appear to interfere during concurrent work

Review whether captures share a browser context and whether they rely on cookies or local storage. Also account for Puppeteer’s documented coordination around screenshots and page creation or closure in a context; do not build logic that assumes those operations always proceed independently.

Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Support on Ko-Fi

Or skip the browser setup

ScreenshotNeo offers a screenshot API and MCP server if you do not want to operate Puppeteer and Chrome for this job. A one-call request can return a screenshot; see the ScreenshotNeo API documentation.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
Best Value
Sale
GMKtec Mini PC, G3 Ultra Intel Pentium Gold 7505 16GB LPDDR4 RAM 512GB SSD
  • WHY CHOOSE G3 ULTRA MINI PC PENTIUM GOLD 7505 - Choose the Intel Pentium Gold 7505 for snappier everyday responsiveness: It delivers up to 30% faster single-core performance than the Ryzen 5 3500U, making office apps and web browsing feel noticeably quicker, while its Intel UHD Graphics (48 EUs) provides 2.4x the GPU performance of the N100 & N150's 24-EU graphics, ensuring smoother 4K streaming and light photo editing.
  • 16GB RAM MEMORY & 512GB STORAGE - GMKtec Nucbox G3 Ultra mini computer is prebuilt with 16GB LPDDR4 RAM at 3200 MT/s, you will enjoy a speedier experience with Built-in 512GB M.2 SATA Hard Drive. Our mini desktop pc boots up in seconds, work on multiple browser tabs, software applications and quickly transfers files. There is a primary slot and secondary expansion storage. Primary slot is M.2 2280 PCIE and secondary slot is M.2 2280 SATA.
  • RICH INTERFACE - Nucbox pentium mini computer is equipped with 3* USB 3.2 Gen2 ports, up to 10Gbps/S, 1*USB 2.0, HDMI(4K@60Hz)*2, 3.5mm Audio Jack. Supports WiFi 6, and Gigabit Ethernet RJ45 2.5GbE network connectivity, Bluetooth 5.2. This Mini PC supports multiple device connection and can be used with servers, monitoring equipment, office equipment, displays, projectors, televisions, etc.
  • 4K DUAL SCREEN DISPLAY - Mini desktop computer is equipped with upgraded Intel Graphics(max 1000MHz), supports 4K video playback and AV1 decoding, connect the pc with a projector as a home theatre, enjoy a variety of entertainments. Two HDMI 2.0 ports allows you to multi-task efficiently on two 4K@60Hz displays.
  • UPGRADED COOLING FAN - The G3 Ultra has upgraded the cooling fan to reduce fan noise and thermals. We are using an upgraded thermal paste as well to help reduce heat on the CPU.
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webp
  • Cookie and consent banners are accepted and removed before capture; the service also removes known newsletter popups and chat widgets. Each step can be turned off.
  • Bot checks or CAPTCHAs, blank pages, timeouts, failed loads, and cache hits are not billed; response headers indicate the page verdict and billing status.
  • An MCP server provides take_screenshot, get_page_info, and capture_pdf tools for AI agents and MCP clients.
  • The free plan includes 1,000 screenshots per month without a card; paid plans start at $5 for 3,000 screenshots.

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

Frequently Asked Questions

Does closing a Puppeteer page wait for an active screenshot to finish?

The current Puppeteer Page API documents coordination that makes Page.close() wait for screenshots in progress in that context.

Does a JavaScript heap snapshot show all Chrome memory?

No. page.captureHeapSnapshot() captures the JavaScript heap; it is not a measurement of all browser or native allocations.

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.

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