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Infrastructure · 6 min read

Cloud browser or local browser for AI agents: 5 costs compared

What a cloud browser for AI agents costs at 5 vendors: session caps, hour and gigabyte meters, GPU and fingerprint, set against a browser on your own machine.

DG
Pixel art of a small wooden toll hut with one warmly lit window at the start of a narrow plank bridge, a wooden bar across the entrance, the bridge leading over a misty river into fog, blue hour just before dawn

In short

A cloud browser for AI agents is billed on meters a local browser does not have: browser hours, proxy gigabytes, a session cap and often a separate GPU or stealth tier. Browserbase ends a session after 6 hours and charges 12 USD per GB of proxy overage, and Steel's entry plan stops a session at 15 minutes. A local browser costs the machine you already run plus a flat subscription, and it renders on that machine's own GPU. The cloud is the better fit when there is no machine you can keep running.

A cloud browser is one API call away, which is why most agent projects start there. The surprises come later: a bill with three meters on it, and a session that ends in the middle of a task. We read the pricing and limits pages of 5 vendors on 26 September 2026 and set them against a browser that runs on your own machine.

What is a cloud browser for AI agents?

A cloud browser for AI agents is a Chromium instance in a vendor's data centre that your agent drives over a CDP address and pays for by the hour. Five vendors sell it under that name today: Browserbase, browser-use Cloud, Steel, Kernel and Hyperbrowser. Your agent code stays with you. The browser, its profile and usually its exit address live with the vendor.

Which 5 costs differ between cloud and local?

Five costs separate the two: how long one session may run, what a browser hour costs, what a gigabyte of proxy traffic costs, whether the browser renders on a real GPU, and who decides the fingerprint. The table uses each vendor's entry plan that allows ongoing work; an empty cell reads "not published" because we found no number in the vendor's own pages.

Session capBrowser hourProxy per GBReal GPUFingerprint
Browserbase, Developer, 20 USD6 hours100 included, then 0.12 USD, 1-minute minimum per session1 GB included, then 12 USDnot publishedVerified sessions only on the Scale plan
browser-use Cloud, pay as you go4 hours0.02 USD5 USD residential, on by defaultnot publishedrandomised per session
Steel, Launch, 0 USD plus usage15 minutes (1 hour on Scale)0.10 USD10 USDnot publishednot published
Kernel, Hobbyist, 30 USD plus usagenot publishedabout 0.06 USD headless, 0.48 USD headfulnever charged2.88 USD an hour, only headful, only from the 200 USD plannot published
Hyperbrowserup to 720 minutes0.10 USD10 USDnot publishedultra stealth only on enterprise plans
Your own machine, Scalebrowser Start, 19 USDno fixed endflat, one browser at a timeyour proxy provider's ratethe machine's own GPUthe device's own values, one profile per agent
Source: Vendor pricing and limits pages, entry plans, read 26 September 2026

Two of the five never show up on an invoice: the GPU and the fingerprint. Kernel's own documentation says that software-rendered browsers produce pixel hashes that match no real consumer GPU, "which is a strong bot signal on sites with rendering-based fingerprinting." Browser Use's stealth documentation says canvas, WebGL, fonts and navigator are randomised per session. We measured what randomising a fingerprint costs when we tried it ourselves.

MeasurementResult
Profiles on one machine with a seeded canvas offset of up to 2 per channel5
Distinct canvas hashes among them5
BrowserScan verdict on the canvasflagged as manipulated
Source: Scalebrowser canvas bench, one Windows host, 5 profiles, checked on BrowserScan, July 2026

We took the noise out again. Canvas, WebGL, WebGPU, text measurement and audio now report the device's own values, so a checker compares the picture with a real GPU and finds one.

What does one agent cost per month?

One agent that works 8 hours a day on 22 working days uses 176 browser hours; with 5 GB of proxy traffic that comes to between 28.52 USD and 656.88 USD a month in the cloud, depending on the vendor and on whether it renders on a GPU. The figures below are calculated from the prices in the table above, not billed.

Vendor and planBrowser hoursProxy, 5 GBPlan feeMonth
browser-use Cloud3.52 USD25 USDnone28.52 USD
Kernel Hobbyist, headless0.56 USD after 10 USD of included usage0 USD30 USD30.56 USD
Steel Launch17.60 USD50 USDnone67.60 USD
Hyperbrowser17.60 USD50 USDnot published67.60 USD plus the plan fee
Browserbase Developer9.12 USD for the 76 hours above the included 10048 USD for the 4 GB above the included 120 USD77.12 USD
Kernel Start-Up, headful with GPU456.88 USD after 50 USD of included usage0 USD200 USD656.88 USD

The session caps change the work, not only the bill. Browserbase's 6 hours split the 8-hour day into two sessions, and Steel Launch's 15 minutes split it into 32. Every new session has to find its way back into a signed-in state before the agent can continue.

When is a cloud browser the right choice?

A cloud browser is the right choice when there is no machine you can keep running, or when a buyer requires the vendor's compliance certificates. It is also the quickest way to try an agent for an afternoon. The trade shows up once the agent has to keep an account: a local browser for AI agents keeps the same profile, the same logins and the same device from one run to the next, because nothing on it is reset between sessions. How a computer use agent and a browser agent each see a page is covered in computer use agent or browser agent.

Scalebrowser gives each agent its own isolated browser with a persistent identity, on your own machine, so a run stays signed in, handles the captcha and finishes without anyone watching it.

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What changes when the browser runs on your machine?

Three things change when the browser runs on your machine: it renders on the real GPU, its traffic leaves through the exit you choose, and the number of profiles is not metered. A Scalebrowser lease runs 900 seconds and is renewed while the agent works, so no session has a fixed end (concepts). The costs move elsewhere: you keep the machine on, and you buy proxy traffic from a provider yourself. How a run is recorded as one still image per browser step is covered in AI agent observability.

How does browser-use Cloud compare?

browser-use Cloud is the cheapest cloud line in our calculation, 28.52 USD for the example month, because it charges 0.02 USD per browser hour. Its fingerprint is the difference: it is randomised per session by design, which is the same kind of change our canvas bench flagged in 5 of 5 profiles. The open-source browser-use library itself can also drive a local browser. Vercel's agent-browser is compared with a browser that has an identity in Vercel agent-browser vs a browser with an identity.

So which should you pick?

Pick by where the agent's accounts live and how long its work runs.

SituationPickWhy
A short test, no machine to runCloud browsernothing to install, billed by the minute or hour
A buyer requires the vendor's SOC 2 or ISO reportCloud browserthe certificate is the vendor's
The agent keeps accounts signed in across daysLocal browserone persistent profile, no session cap
Many identities on one budgetLocal browserprofiles are not metered, the proxy is yours
Sites that read rendering or inputLocal browserthe device's own GPU, no randomised fingerprint

If your agent already runs on a machine that stays on, start there, and keep the cloud for the runs that have nowhere else to go.

Run it on your own machine

Seven days to try it with your own agents on your own sites. Starting the trial needs a card.

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DG

Davide Grasböck

Founder, Scalebrowser

Builds Scalebrowser, the browser layer for AI agents that runs on your own machine. Measures every change a web page could observe against a real browser before it ships, and writes up the ones that turned out wrong.