Top Bright Data Alternatives in 2026

Apify is the nearest match to Bright Data's own model: a platform with a marketplace of thousands of prebuilt scrapers, called Actors, plus proxies, headless browser automation, and storage bundled together. Where Bright Data sells proxies and scrapers as separate products with their own pricing pages, Apify wraps compute, proxy bandwidth, and storage into one subscription that comes with a matching credit allowance. The free plan is usable for small jobs, not just a trial, and the Actor Store often means you find a scraper for a site instead of building one, the same appeal that draws people to Bright Data's Web Scraper API. The tradeoff: monthly credits expire with no rollover, and residential proxy bandwidth can become your biggest line item on hard targets, just like it can on Bright Data.

Zyte is the closest match to Bright Data's per-request billing model. You call one API, Zyte deals with proxy rotation, headless browser rendering, and anti-bot bypass, and you're billed only for successful requests, with no monthly minimum on the pay-as-you-go tier. That's an easier entry point than Bright Data's $499/month Scale plans if your volume is uneven. Browser-rendered requests cost up to 13 times a plain HTTP request though, so JavaScript-heavy targets get expensive fast, and multiple Trustpilot reviewers say their bills ran well past what the spending-limit feature seemed to promise. Zyte also runs Scrapy Cloud, a genuinely free spider-hosting tier for teams already building on the open-source Scrapy framework, something Bright Data has no equivalent for.

ScrapingBee covers the same core job as Bright Data's Web Unlocker and Scraping Browser: one API call that returns rendered, unblocked HTML instead of you running your own proxy pool. It's priced simpler on paper, a flat $49/month for 250,000 credits, but JavaScript rendering costs 5 credits, premium proxies 25, and stealth proxies 75, so the real request count a plan buys is far below the headline number. Independent benchmarking found only a 31% success rate across 13 popular scraping targets, with LinkedIn, Walmart, Twitter, and Zillow near 0%, exactly the kind of heavily-protected target Bright Data is built to handle. Recently acquired by Oxylabs' group, support has reportedly gotten faster. It fits lighter, less-defended scraping jobs better than serious anti-bot fights.

Octoparse serves the ops and research side of Bright Data's buyer base: people who want structured data out of websites without writing scraping code or managing an API. Its point-and-click builder and 500+ preset templates get a working scraper running fast, and the free plan (50,000 rows a month) is a real free tier, not a trial. Once you need scale, Standard jumps to $83/month with residential proxies and CAPTCHA solving billed as separate add-ons on top, similar to how Bright Data separates its own proxy and unlocking costs. It's a genuine substitute for teams whose job is getting recurring data from a moderate number of pages on a schedule, but it isn't built for developers who want an API-first scraping stack they fully control in code.

Browse AI targets the same no-code, non-developer buyer as Octoparse, but leans more on monitoring: train a robot by clicking the fields you want, then let it re-run on a schedule or watch a page for changes and send an alert. Everything runs on a credit system, 1 credit per 10 rows or 1 screenshot, and the free plan gives 50 credits a month across 2 websites. It plugs directly into Google Sheets, Airtable, and Zapier, which suits ops teams more than developers. Compared with Bright Data, it has no code-first API layer or proxy pool you control, and G2 reviewers most often flag the free plan's credit limits as the thing they'd change. It fits scheduled monitoring and exports into tools you already use, not high-volume adversarial scraping.

Firecrawl solves a narrower version of Bright Data's job: turning a URL or whole site into clean markdown or JSON, built for feeding AI and RAG pipelines rather than general-purpose scraping at scale. It runs on a credit subscription starting at $19/month for 5,000 credits, with a usable free tier at 1,000 credits and no card required. It's open source, so you can self-host the core engine, something Bright Data doesn't offer. But Firecrawl's own positioning says plainly that high-volume scraping against heavily-protected sites is better served by proxy infrastructure like Bright Data or Zyte, and enhanced mode for bot-protected pages costs roughly 5 times the normal credits. Choose it if your output needs to be AI-ready text, not if your job is beating anti-bot systems at scale.

Diffbot takes a different route to the same end goal: instead of proxies and per-site scrapers, it uses automatic AI extraction to turn any page into structured JSON, and it layers on a pre-built Knowledge Graph of entities you can query directly instead of scraping and parsing pages yourself. That Knowledge Graph is the closest thing here to Bright Data's ready-made Datasets. But the entry paid plan jumps straight to $299/month, site-wide crawling needs the $899/month Plus plan, and credit costs swing wildly by feature: a basic extract is 1 credit while a Knowledge Graph facet query is 100. It fits teams that want structured entity data or automatic article and product extraction without maintaining scrapers, less so anyone who needs Bright Data's raw proxy scale or its library of site-specific scrapers.