Bright Data Alternatives: 6 Tools Compared
Short version: if you are not moving petabytes, you are overpaying. Bright Data's Web Unlocker starts at $499/mo, on top of six separate products you have to pick between first. ScrapeWise delivers pages at €0.15 per 1,000 with no plan and no minimum. Six alternatives compared below — including where ScrapeWise is the wrong answer.
Bright Data Alternatives and Competitors at a Glance
Six alternatives, plus Bright Data itself as the baseline. The column that decides most switches is not price — it is the third one: what your team is still building after the invoice clears.
| Tool | Pricing model | What you still build | Best for |
|---|---|---|---|
| ScrapeWise | Pay-as-you-go, €0.15 per 1,000 delivered pages | Nothing — validated rows arrive | Price and product data on a schedule, run by business teams |
| Bright Data | Per GB of bandwidth, billed per product | Scraper logic, extraction schema, monitoring | Petabyte-scale enterprise across many data types |
| Oxylabs | Per GB, residential proxy pricing | Scraper logic, extraction schema, monitoring | Large residential pools and geographic breadth |
| Zyte | Per 1,000 requests | Extraction schema and the pipeline around it | Scrapy teams that want anti-bot inside the API |
| Apify | Compute units plus per-actor rental | Actor selection, orchestration, glue code | Developers who want a marketplace of ready-made actors |
| ZenRows | Monthly request quota | The whole extraction layer | Developers who need an anti-bot API, not data |
| ScraperAPI | Monthly request quota | The whole extraction layer | Developers at smaller request volumes |
Which One Is Actually Right for You
Most comparison pages exist to tell you the answer is the company that wrote them. Here is the honest version, including the two cases where you should not pick us.
Stay on Bright Data if
You genuinely operate at enterprise scale across many data types, you have engineers whose job is the scraping stack, and you need proxy infrastructure rather than finished data. At that size the per-GB model works and the product sprawl stops being a problem.
Choose Oxylabs if
Your bottleneck is specifically residential IP quality and country coverage, and you have already built the extraction layer you want to keep. You are swapping one proxy vendor for another, which is a smaller job than swapping platforms.
Choose Zyte or ScraperAPI if
You have a working Python or Node scraper and only the connection layer keeps failing. Both drop into existing code with minimal changes. You keep owning the schema, the retries and the alerting.
Choose Apify if
Someone has already written an actor for your exact target and you are comfortable reading its source before you trust it. Fast when the actor exists, and an orchestration project when it does not.
Choose ScrapeWise if
You want competitor prices, stock levels and product data arriving in your systems, and you do not want a scraping stack to keep alive. No plan, no quota, no compute units — you top up a balance and pay €0.15 per 1,000 delivered pages, with 5 free requests on every new account.
Do not choose ScrapeWise if
You need raw proxy access to point your own crawler at, or your use case is general-purpose scraping across dozens of unrelated data types. We deliver structured rows from e-commerce and marketplace sources. If you want an IP pool and nothing else, Bright Data or Oxylabs is the correct tool and we will say so.
Bright Data vs ScrapeWise
Why Teams Leave Bright Data
Steep Learning Curve
The #1 complaint on G2. Six separate products, each with its own configuration. Non-technical teams can't get started without developer support or weeks of onboarding.
Charged for Failed Requests
Users report high failure rates on sites marked as 'unlocked' but still getting billed. Support response times range from 20 minutes to 9+ days depending on the issue.
Excessive Pricing for Small Volumes
Bright Data is built for enterprise scale. For small to mid-size teams, the per-GB pricing and product complexity deliver far more than needed at a price that doesn't match.
Built for Fortune 500. Not for Your Team.
Bright Data is the right infrastructure when your scraping operation needs petabyte-scale proxy networks and dedicated enterprise support. For the other 99% of e-commerce and pricing teams, paying $500+/mo for a job that a few euros of pay-as-you-go scraping would cover is money you don't need to spend.
- ✕ Choose between 6+ products before starting
- ✕ Steep learning curve, #1 G2 complaint
- ✕ Pay per GB, charged even for failed requests
- ✕ Support response: 20 min to 9+ days
- ✕ Requires developers for setup and maintenance
- ✓ One platform handles everything
- ✓ Visual builder, live in minutes
- ✓ Pay-as-you-go pricing, 5 free requests to start
- ✓ Built-in AG Grid analytics, filter and export
- ✓ Business teams run it independently
What a 50,000-SKU Daily Crawl Actually Costs
A catalogue of 50,000 SKUs refreshed daily is 1.5 million pages a month. Per-GB and per-page billing are not directly comparable — page weight decides the GB side, so Bright Data's total depends on the sites you crawl. What is comparable is the floor you pay before a single page arrives, and what happens when a request fails.
| 1.5M pages / month | Bright Data | ScrapeWise |
|---|---|---|
| Floor before any usage | Web Unlocker plans published from $499/mo | None — you top up a balance, no plan |
| Plain pages | Per GB of bandwidth, rate varies by product | €0.15 per 1,000 = €225 |
| JavaScript-rendered pages | Priced as a separate product | €0.75 per 1,000 = €1,125 |
| Residential-proxy pages | Priced as a separate product | €1.50 per 1,000 = €2,250 |
| Failed requests | Billed, including on sites sold as unlocked | Not billed — delivered pages only |
| Scraper build and upkeep | Your engineers, indefinitely | Included in the per-page rate |
| Project, task and seat limits | Varies by plan and product | None — the balance is the only limit |
Pricing Comparison
Bright Data
- - Web Unlocker: from $499/mo
- - Usage-based billing on top of subscription
- - Multiple products billed separately
- - Charged for failed requests on 'unlocked' sites
- - Proxies, anti-bot, rendering all priced separately
- - 7-day trial with limited credits
Scrapewise
- ✓ Pay-as-you-go: no monthly plan, no quota
- ✓ Plain pages: €0.15 per 1,000 (€0.00015 per page)
- ✓ Render: €0.75 per 1,000 · Super (residential proxy): €1.50 per 1,000
- ✓ You only pay for pages that are delivered
- ✓ 5 free requests on every new account
- ✓ No project, task or seat limits — your balance is the only limit
Moving Off Bright Data
There is nothing to port. Bright Data configuration is proxy setup and scraper code, neither of which transfers — so a migration is really a rebuild of the extraction, typically under 30 minutes per scraper.
List what you are actually collecting
Not the products you pay for — the outputs. Usually it is a handful of competitor domains, a SKU list and four or five fields: price, availability, title, URL, sometimes shipping. That list is the whole migration scope.
Sort targets by what they actually need
Most e-commerce pages are plain HTML at €0.15 per 1,000. Only the ones that hide price behind JavaScript need render at €0.75, and only the ones that block datacentre IPs need residential at €1.50. Sorting the list first is what turns a vague budget into a number you can check.
Rebuild one scraper in the visual builder
Pick the target that breaks most often. Point the builder at a product page, select the fields, and run it against your 5 free requests. You are testing whether the output matches what your current pipeline produces, before anything is billed.
Run both in parallel for one cycle
Keep Bright Data running for a week and diff the two outputs on the same SKUs. This is the step teams skip and then regret — it is also the only honest way to compare delivery rates rather than marketing claims.
Point the output where the old one went
Results land in a filterable grid, and go out as CSV or over the REST API. If Bright Data was feeding a BI tool or a pricing sheet, that consumer does not need to change — only the thing filling it does.
Cut over and stop paying a floor
Once the diff is clean, move the remaining targets and cancel. There is no plan to negotiate down to on our side — you top up a balance, and if you scrape nothing in a month you pay nothing.
Right-Sized Infrastructure. Not Fortune 500 Overhead.
Bright Data is the right tool when you're operating at petabyte scale. For everyone else — e-commerce managers, pricing teams, mid-market retailers — ScrapeWise delivers the same extraction quality at a fraction of the price and complexity.
Frequently Asked Questions
Common questions when comparing Bright Data alternatives and competitors.
It depends on what you are replacing. If you want raw proxy infrastructure, Oxylabs is the closest like-for-like swap. If you want an anti-bot API to drop into existing scraper code, Zyte, ScraperAPI or ZenRows. If you want the data itself — competitor prices and product records arriving as validated rows with no stack to maintain — ScrapeWise, at €0.15 per 1,000 delivered pages with no monthly plan.
Don't take the table's word for it
Every ScrapeWise data API page ships a real sample table you can read on the page and download as CSV — no account, no card, no email.
Switching from Bright Data and want it walked through? Book a 15-min call →