Bright Data vs Oxylabs: Web Scraping Tools Compared

If you're weighing Bright Data vs Oxylabs, you're already shopping at the top of the market. These are the two biggest enterprise names in web scraping: both run networks of over 100 million residential IPs across 195 countries, both offer every major proxy type, and both wrap their networks in tools that handle blocks and CAPTCHAs for you. The difference isn't quality — it's philosophy. Bright Data gives you the largest network in the industry plus a toolbox you assemble yourself. Oxylabs pushes you toward AI-powered scraper APIs that do the assembly for you. This comparison breaks down where each one wins so you can pick the right platform the first time.

Bright Data vs Oxylabs: The Quick Answer

Both platforms are reviewed in full on this site — see the Bright Data review and the Oxylabs review for standalone deep dives.

Proxy Networks

The proxy network is the foundation everything else sits on, and this is where the two platforms differ most on paper.

Bright Data's network

Bright Data operates the largest residential proxy network in the industry: over 400 million IPs sourced with consent from real users, spread across 195 countries. What sets it apart isn't just size — it's targeting granularity. You can target by country, city, carrier, ZIP code, and ASN, choose between shared and dedicated IPs, and run unlimited concurrent sessions with no bandwidth or target limitations. Its residential proxies are built for hard targets such as Amazon, Walmart, and Google.

Beyond residential, Bright Data offers datacenter proxies (the fastest and cheapest tier), ISP proxies (static residential IPs at datacenter speed), while its mobile network is no longer sold to new customers (details).

Oxylabs' network

Oxylabs runs a network of over 100 million IPs, also covering 195 countries, with four proxy types: residential, datacenter, ISP, and mobile, which Bright Data no longer sells to new customers. In our testing, their residential proxies delivered consistently high success rates across a range of targets. For most real-world scraping jobs, a 100-million-IP pool is more than enough rotation headroom — you're unlikely to feel the difference in day-to-day scraping unless you're hammering a small set of heavily protected domains at a very large scale.

Who wins on proxies?

Bright Data, on raw numbers and targeting depth. A 4x larger pool means more rotation headroom on aggressive targets, and ZIP-code and ASN-level targeting is genuinely useful for ad verification and localized price monitoring. But Oxylabs' network is large and reliable, and for many teams the network won't be the deciding factor — the tools on top of it will. If you're still deciding which proxy type your project even needs, start with our guide to proxy types explained.

Unblocking Tools: Web Unlocker vs Oxylabs' Approach

Getting IPs is the easy part. Getting past CAPTCHAs, fingerprinting, and anti-bot walls is where platforms earn their keep.

Bright Data Web Unlocker

Bright Data's answer is a dedicated product: the Web Unlocker, an automated unblocking system built on top of the residential network. You send a URL, and it handles CAPTCHA solving, automatic retries, and fingerprint management behind the scenes, returning clean HTML or JSON. It advertises a 99.99% success rate, and you only pay for successful requests — failed attempts cost nothing. It plugs into any third-party crawler, so you can keep your existing scraping code and simply route hard targets through it.

For JavaScript-heavy interactive sites, Bright Data also offers the hosted Scraping Browser — a cloud browser you connect to with Playwright, Puppeteer, or Selenium in a single line of code, with built-in CAPTCHA solving, unlimited concurrent sessions, and every session automatically routed through the residential network.

Oxylabs' approach

Oxylabs doesn't sell a standalone unlocker. Instead, unblocking is baked into its scraper APIs: the Web Scraper API manages proxies, retries, and block handling internally, and in our testing it was particularly effective at handling complex JavaScript-heavy sites. The trade-off is bundling — you get Oxylabs' unblocking only through their APIs, whereas Bright Data lets you bolt the Web Unlocker onto any crawler you've already built.

Who wins on unblocking?

Bright Data, for flexibility. The Web Unlocker as a standalone, pay-per-success product is the cleanest way to add unblocking to an existing pipeline, and the Scraping Browser covers the browser-automation case. Oxylabs' integrated approach works well, but only if you're all-in on their APIs. If you want to understand what these tools are actually doing for you under the hood, our guides on how to avoid getting blocked and solving CAPTCHAs in web scraping cover the mechanics.

Scraping APIs

If you'd rather not run scrapers at all, both platforms will do the scraping for you — and this is where Oxylabs makes its strongest case.

Oxylabs' scraper APIs

Scraper APIs are the center of Oxylabs' product line, and they lean heavily on AI and machine learning:

• Web Scraper API — a general-purpose, AI-powered API for scraping data from any website, billed per successful result.
• SERP scraper — search engine results pages, now part of the Web Scraper API.
• E-commerce scraper — product data from e-commerce sites, also part of the Web Scraper API.

The pitch is simple: send a URL, get structured data back, and let Oxylabs worry about proxies, rendering, and parsing. For teams scraping Google search results or running e-commerce price monitoring, these purpose-built endpoints remove a lot of engineering work.

Bright Data's data tools

Bright Data covers similar ground from a different angle. Its SERP API delivers structured search engine data, Scraper Studio (which absorbed the Web Scraper IDE) builds hosted scrapers from a plain-language description or JavaScript, and the Scraping Browser handles full browser automation. Bright Data also has something Oxylabs doesn't emphasize: a dataset marketplace with pre-collected datasets for purchase — if the data you need has already been gathered, you can skip scraping entirely. (Not sure whether buying data or scraping it yourself makes more sense? See datasets vs web scraping.)

Who wins on APIs?

Oxylabs, narrowly, if a done-for-you scraper API is your primary buying criterion — it's the core of their platform rather than one product among many, and the vertical-specific APIs (SERP, e-commerce) are well targeted. Bright Data counters with breadth: Scraper Studio, browser, SERP API, and ready-made datasets.

Amazon and E-Commerce Data

Amazon is the target most buyers have in mind, and the two platforms approach it differently.

Oxylabs routes e-commerce work through the e-commerce scraper in its Web Scraper API, which used to be sold separately as the E-Commerce Scraper API. As our Oxylabs review describes, you send a product page from a major marketplace and get title, price, rating and availability back already parsed, with machine-learning parsing that can handle sites it hasn't been configured for. Its MCP server exposes the same idea to AI agents as two named tools, amazon_search_scraper and amazon_product_scraper.

Bright Data gives you three routes. Its residential network is the base layer, and in our residential tests Amazon was one of the targets. Its pre-built scrapers cover Amazon among many named sites, and its MCP server can run them for an agent. And if you don't need live pages at all, the dataset marketplace sells ready-made Amazon datasets covering products, pricing and reviews.

Who wins on Amazon? Oxylabs, if you want one endpoint that returns parsed product data on demand. Bright Data, if you'd rather buy the data outright or need the raw proxy layer for your own scraper. Our Amazon product tracking guide covers the scraping side in detail.

Google and Search Engine Results

Both platforms sell a dedicated API for search results, which is the sensible route: Google blocks raw requests quickly and changes its markup often.

Bright Data's SERP API works like a proxy endpoint. You send a normal search URL, add brd_json=1, and get parsed JSON with organic results, ads, related searches and people-also-ask boxes, or raw HTML without it. It covers all major engines and search types, including image, maps, hotels and shopping, with geo-targeting down to city and ASN, billed only on success.

Oxylabs' SERP scraper, once sold as the SERP Scraper API, is a source on the same endpoint as its Web Scraper API: you pass a query and geo_location instead of a URL and get structured results back, per our Oxylabs review.

Who wins on search? Close. Bright Data's covers more engines and search types and plugs into any HTTP client like a proxy. Oxylabs' fits more neatly if you already use its Web Scraper API for everything else. For the scraping mechanics, see Google search scraping.

AI Agents and MCP Servers

Both providers now publish open-source MCP servers, which let AI apps such as Claude Desktop, Claude Code and Cursor call their scraping products directly. New to MCP? Start with what an MCP server is.

The details below come from each provider's documentation. We haven't run either server through our hands-on tests yet.

The split mirrors the rest of the comparison. Bright Data's server hands the agent many specific tools, including a remote browser it steps through click by click. Oxylabs' AI Studio tools take a plain-language goal and do the work themselves. Our MCP servers overview adds ZenRows, and the Bright Data and Oxylabs guides cover setup.

No-Code Options

Bright Data's no-code route is Scraper Studio's AI Agent mode: you describe the data in plain language and it builds the scraper, running on Bright Data's unblocking infrastructure. The same product has a JavaScript IDE, the former Web Scraper IDE, for developers. For popular sites, Bright Data's Web Scraper API also offers pre-built scrapers.

Oxylabs takes a similar route. Its AI Studio tools scrape, crawl and drive a browser from a plain-language prompt, returning JSON, CSV or Markdown, which suits agent workflows more than point-and-click collection.

Who wins on no-code? Close. Both now build scrapers from a plain-language description: Bright Data through Scraper Studio's AI Agent, Oxylabs through AI Studio. Bright Data adds pre-built scrapers for popular sites. Our no-code web scraping guide covers the wider category.

Pricing Models

Neither platform is a budget option — these are enterprise tools priced accordingly. But their structures differ enough to matter.

Bright Data uses pay-as-you-go, bandwidth-based pricing with monthly and yearly plans that unlock meaningful discounts. Starting rates from Bright Data's pricing pages: residential proxies from $8/GB, datacenter proxies from $0.60/GB, and the Web Unlocker from $1.50 per thousand requests, billed only on success.

Oxylabs also offers pay-as-you-go alongside monthly and yearly plans, with generally competitive pricing against other top-tier providers. Residential proxies are $6/GB on the smallest tiers, falling to $2.50/GB above 1 TB, and the Web Scraper API bills per result, from $0.50 per thousand on the $30/month Starter plan.

The interesting comparison isn't the headline rates — residential bandwidth costs the same at both — it's the billing unit for the tools on top. Bright Data's Web Unlocker bills per request; Oxylabs' Web Scraper API bills per page. Bandwidth-based proxy billing rewards light, high-volume scraping (small HTML pages), while per-request and per-page billing is predictable regardless of page weight. If your targets serve heavy pages, a request-based tool can work out cheaper than raw bandwidth; if you're pulling millions of lightweight pages, bandwidth pricing often wins. Model your actual workload against both structures before committing to annual plans.

Ease of Use

Bright Data has a steeper learning curve, and that's by design. The platform exposes a lot: proxy zones, rotation settings, targeting parameters, and a product catalog that spans proxies, unlockers, a browser, Scraper Studio, and datasets. The payoff is control — you can tune almost everything — but expect to spend time in the dashboard learning what's what. The Scraping Browser is the notable exception: one connection string and your existing Playwright or Puppeteer code just works.

Oxylabs is simpler to get productive with, because the scraper APIs abstract the hard parts away. If your workflow is "send URL, receive data," there's less surface area to learn. The proxy products work like standard proxies with the usual authentication and rotation options.

If you're a developer who wants knobs, Bright Data's depth is a feature. If you're a team that wants data flowing this week with minimal proxy expertise, Oxylabs' API-first design gets you there faster.

Verdict: Bright Data vs Oxylabs

We rate Bright Data 4.7/5 and Oxylabs 4.5/5 — a genuinely close call between two excellent platforms, and the gap comes down to range rather than quality. Bright Data's larger network, standalone Web Unlocker, Scraping Browser, and dataset marketplace give it more ways to solve more problems, which is why it edges ahead as the default recommendation for teams building serious, custom data pipelines. Oxylabs remains the smarter pick for teams who want to hand the entire scraping process to an API and just consume the results — its AI-powered scraper APIs are the strongest part of either platform's catalog in that category.

Since both offer pay-as-you-go entry points, the practical answer for a serious evaluation is to run a small paid pilot on each against your actual target sites. Success rate on your domains — not the marketing numbers — should make the final call.

Read the full Bright Data review and Oxylabs review for deeper product-by-product breakdowns, or see how Bright Data stacks up against an API-first challenger in Bright Data vs ZenRows. Leaning away from both? See Bright Data alternatives and Oxylabs alternatives.

FAQ

Is Bright Data bigger than Oxylabs?

Yes, by IP count. Bright Data advertises over 400 million residential IPs to Oxylabs' 100 million+. Both cover 195 countries, and both pools are large enough that raw size is rarely the deciding factor unless you're scraping heavily protected targets at very high volume.

Which is cheaper, Bright Data or Oxylabs?

Residential entry prices are close, $8/GB at Bright Data and $6/GB on Oxylabs' smallest tiers, so cost differences come mostly from the tools on top. Bright Data's Web Unlocker starts at $1.50 per thousand requests, billed only on success; Oxylabs' Web Scraper API starts at $0.50 per thousand results on the $30/month Starter plan. Which works out cheaper depends on your page sizes and volumes — model your real workload against both.

Does Oxylabs have an equivalent to Bright Data's Web Unlocker?

Not as a standalone product. Oxylabs builds unblocking into its scraper APIs, so block handling comes bundled with the Web Scraper API rather than as a separate proxy-layer tool you can attach to your own crawler. If you want unblocking as a drop-in component for an existing pipeline, that's Bright Data's territory.

Which is better for AI agents, Bright Data or Oxylabs?

Both publish open-source MCP servers that connect Claude, Cursor and other agents to their scraping products. Per their docs, Bright Data's has 32 tools, including multi-engine search, pre-built scrapers and a remote browser, plus 5,000 free requests a month. Oxylabs' has Web Scraper API tools for any URL, Google and Amazon, and AI Studio tools that work from a plain-language prompt. See our MCP servers overview.

Does Bright Data or Oxylabs have a no-code scraper?

Bright Data's Scraper Studio has an AI Agent mode that builds a scraper from a plain-language description of the data, alongside a JavaScript IDE for developers. Oxylabs' AI Studio tools also take a plain-language prompt instead of selectors, which suits agents and low-code workflows.

Can I use both Bright Data and Oxylabs together?

Yes. Both use standard proxy protocols and straightforward HTTP APIs, so teams commonly run them side by side — splitting traffic by target site, or keeping one as a fallback for domains where the other underperforms.