Best Bright Data Alternatives for Web Scraping and Data Collection
Bright Data (formerly Luminati) runs one of the largest proxy networks in the industry — its own site advertises 400M+ residential IPs across 195 countries (brightdata.com, checked August 2026) — alongside a sprawling product suite. It is a capable platform, but it is not the right fit for everyone. The most common reasons teams look for Bright Data alternatives: pricing complexity that makes cost forecasting difficult, ethical concerns around the SDK-based IP sourcing model (where consumer app users share bandwidth, sometimes without clear understanding), shared residential IPs that suffer from cross-contamination when other users trigger blocks, the absence of native device fingerprints (Bright Data routes traffic through consumer devices but does not control the browser environment), and limited support for AI agent workflows that require stateful, multi-step sessions. Below we evaluate five alternatives, each suited to a different use case and budget.
Archonum
Web intelligence infrastructure built on real, dedicated smartphones — not shared residential IPs or emulated environments. Archonum operates a fleet of factory-reset mobile devices that provide native browser fingerprints, mobile carrier IPs, and full session persistence across multiple requests. Every request originates from an actual device with a real hardware fingerprint, so there is no synthetic browser environment for anti-bot systems to reconcile against the network path.
Pricing: Self-serve, from $24.99/mo. The plan price buys a concurrency tier — 25 concurrent requests on Developer, 50 on Startup ($49.99/mo), 100 on Business ($99.99/mo), 250 on Scale ($299.99/mo) — and browser runtime plus bandwidth are metered on top, from $0.12/hr and $5.00/GB on Developer down to $0.09/hr and $4.00/GB on Scale. No per-session fees, no surcharge for mobile browsers, 15% off when billed annually (archonum.com, checked August 2026). Enterprise covers volume commitments, custom SLA, dedicated device pools and SSO. Free trial at app.archonum.com/register.
- Real devices with native fingerprints — Chrome runs on the handset that owns the exit IP, so there is one network hop and nothing synthesised for detectors to reconcile
- 250,000+ smartphone nodes across 175+ countries (archonum.com, checked August 2026)
- Purpose-built AI agent support with stateful, multi-step session handling
- Dedicated devices eliminate cross-contamination from other users' activity
- Drop-in for existing Playwright and Puppeteer scripts — no SDK and no rewrite
- Concurrency tier plus metered usage — you pay for the browser runtime and bandwidth a job actually consumes, so a blocked workload that never ran compute is not billed like one that did
- No datacenter or shared-proxy tier — for cheap, unprotected targets a conventional per-GB residential proxy costs less
- 175+ countries against Bright Data's stated 195 — a smaller geographic footprint
- Newer provider with less community content and third-party tutorials
- Hardware-based infrastructure means provisioning new capacity takes longer than spinning up virtual resources
Oxylabs
One of the largest proxy providers alongside Bright Data, with a residential pool the company puts at 175M+ IPs across 195+ countries (oxylabs.io, checked August 2026). Offers residential, datacenter, ISP, and mobile proxies, plus a Web Scraper API and SERP Scraper API for managed data collection. Known for solid documentation and responsive enterprise support.
Pricing: Residential proxies start at $6/GB. Shared datacenter proxies start at $0.44/GB, or $0.70 per IP per month, with dedicated IPs at $1.20 each (oxylabs.io, checked August 2026). Scraper APIs are priced per request.
- Large residential IP pool with strong geographic diversity
- Well-documented APIs with code examples in multiple languages
- Enterprise-grade SLAs and dedicated account management
- Scraper APIs handle rendering and anti-bot challenges for common targets
- Residential, datacenter, ISP, and mobile proxy products under one account
- Publicly documented opt-in consent model for residential IP sourcing
- Priced as an enterprise product rather than a budget option
- Shared IPs still face cross-contamination on heavily protected sites
- No native device fingerprints — browser fingerprinting relies on header manipulation
- Limited AI agent support — designed for traditional request-response scraping
- Minimum commitments on enterprise plans can be high
Smartproxy
Smartproxy, now operating as Decodo, targets small to mid-size teams with a clean, self-serve platform and straightforward pricing. Offers residential, datacenter, and ISP proxies alongside scraping APIs for popular targets like Amazon, Google, and social media platforms. Known for fast onboarding and a low barrier to entry.
Pricing: Residential proxies at $4/GB pay-as-you-go, or from $3.75/GB on the smallest monthly plan down to $2.75/GB at 100GB (decodo.com, checked August 2026). Scraping APIs are priced per request.
- Clean, intuitive dashboard — onboarding takes minutes, not hours
- Transparent pricing with no hidden fees or complex tier structures
- Scraping APIs for Amazon, Google, and other high-demand targets
- Responsive customer support even on lower-tier plans
- 14-day money-back guarantee reduces commitment risk
- Smaller residential IP pool than Bright Data or Oxylabs
- Limited enterprise features — no dedicated account management on standard plans
- No real-device or native fingerprint capabilities
- Session control is sticky-IP based rather than full browser session persistence across multi-step workflows
Nimbleway
Nimbleway combines proxy infrastructure with AI-powered data structuring, delivering clean, structured JSON instead of raw HTML. Their Nimble Browser handles JavaScript rendering and anti-bot challenges automatically, while their extraction layer parses the data into usable formats. Positioned as a data delivery platform rather than a raw proxy service.
Pricing: Pay-as-you-go API pricing from $1.00 to $1.45 per 1,000 URLs for extract, crawl, and map, and $5 per 1,000 search inputs. Managed Data Services plans start at $2,500/month for 350K page credits, billed annually (nimbleway.com, checked August 2026).
- AI-powered structuring eliminates the need for custom parsers and maintenance
- Request-based pricing is easier to forecast than bandwidth-based models
- Built-in JavaScript rendering and anti-bot handling
- Clean API design with structured JSON output
- Managed Data Services option removes pipeline operation as well as parsing
- Higher effective cost per request than raw proxy providers
- Less control over how requests are executed — the platform makes routing decisions
- Smaller proxy pool limits geographic targeting options
- Not suited for AI agent workflows that need session control and multi-step navigation
- Limited support for custom scraping logic or non-standard targets
Massive
Massive offers residential proxy infrastructure sourced through an SDK that app developers embed in their software — users consent to share idle bandwidth in exchange for an ad-free app experience. The result is residential IPs behind a simple API, with a commercial model built around per-GB bandwidth and nothing else.
Pricing: Residential proxies from $8/GB on the entry Starter tier, falling to $7.50/GB, $5.50/GB, and $4.90/GB on the Builder, Scaler, and Pro tiers (joinmassive.com, checked August 2026).
- Flat per-GB tiers with volume discounts and no enterprise contract required
- Simple, straightforward API integration
- Coverage across 195+ countries (joinmassive.com, checked August 2026)
- Transparent SDK-based sourcing model with user consent
- Does not publish a residential IP pool size, unlike Bright Data, Oxylabs, and Decodo
- No advanced features — no scraping browser, no built-in parsing, no data structuring
- Documentation and support are less mature than established competitors
- No session persistence beyond basic sticky sessions — unsuitable for multi-step workflows
What to look for in a Bright Data alternative
- Success rate on your actual target sites — run a proof-of-concept against the specific URLs you need, not generic benchmarks
- Fingerprint quality — if your targets deploy advanced anti-bot systems (Akamai, PerimeterX, DataDome), native device fingerprints dramatically outperform header-level manipulation
- IP sourcing ethics — understand how the provider acquires its residential IPs and whether that aligns with your compliance requirements
- Pricing model fit — bandwidth-based pricing (per GB) favors data-heavy scraping, request-based pricing suits many lightweight requests, and a concurrency-tier-plus-usage model (a fixed monthly fee for parallel sessions, with runtime and bandwidth metered on top) suits sustained parallel workloads; the three are not directly comparable, so model your own volumes against each
- Session persistence — workflows involving logins, shopping carts, or multi-page navigation need true session persistence, not just sticky IPs with a timeout
- AI agent compatibility — if you are building or planning agentic workflows, prioritize providers with native support for stateful, multi-step browser sessions
- Geographic coverage — verify IP availability in your specific target countries and cities, not just the provider's total count
- Support responsiveness and SLA guarantees — evaluate whether the provider offers the support level your team needs, from self-serve docs to dedicated technical account managers
Bright Data built an impressive proxy platform, but the market now offers strong alternatives for every use case. Oxylabs matches Bright Data's scale with a cleaner IP sourcing model and solid enterprise support. Smartproxy, now Decodo, delivers a simpler, more affordable experience for small and mid-size teams. Nimbleway saves engineering time by delivering structured data instead of raw HTML. Massive keeps the commercial model simple for teams that want residential bandwidth and nothing else. And for the hardest targets — AI agent workflows, authenticated sessions, sites with advanced anti-bot systems — Archonum takes a structurally different approach: Chrome runs on the handset that owns the exit IP, so there is no proxy layer in between and no fingerprint to synthesise. Test two or three providers against your actual targets before committing. The right choice depends on your specific sites, volumes, and whether you need raw proxies or intelligent web access.
FAQ
The most common reasons are pricing unpredictability across Bright Data's many product lines, ethical concerns about the SDK-based IP sourcing model, cross-contamination on shared residential IPs when another customer on the same address triggers a block, and the lack of native support for AI agent workflows. Some teams also find the platform's complexity, with dozens of products and pricing tiers, harder to manage than simpler alternatives.
Bright Data sources a portion of its residential IPs through SDKs embedded in consumer applications. Users technically consent, but critics argue the consent process is often unclear. If IP sourcing ethics matter to your organization, evaluate each provider's model. Oxylabs and Decodo (formerly Smartproxy) both publish opt-in consent programs for their residential sourcing. Archonum sidesteps the issue entirely by using its own dedicated hardware.
Archonum, because of how the traffic is produced rather than how it is routed. Chrome runs on a real consumer handset and the exit IP belongs to that same device, so the browser fingerprint is native rather than synthesised and there is one network hop. A shared residential proxy puts a datacenter-hosted browser behind a consumer IP, which leaves a mismatch between the browser environment and the network path. On low-to-medium protection targets that difference rarely matters and a conventional residential proxy is the cheaper choice. Benchmark both against your own URLs before deciding.
Yes. Most alternatives offer standard proxy protocols (HTTP/HTTPS/SOCKS5) and REST APIs, so migration is typically a configuration change rather than a code rewrite. Run the new provider in parallel with Bright Data during a transition period, compare success rates and costs on your own targets, then cut over when you are confident in the results.
Decodo (formerly Smartproxy) advertises residential proxies from $2/GB, with pay-as-you-go at $4/GB and $2.75/GB on a 100GB commitment (decodo.com, checked August 2026). Oxylabs starts at $6/GB, and Massive ranges from $8/GB on its entry tier down to $4.90/GB on Pro. Proxy pricing moves often, so check the vendor's own page before budgeting. Archonum does not fit on the same axis: its self-serve plans start at $24.99/mo for a concurrency tier, with browser runtime and bandwidth metered separately (from $0.12/hr and $5.00/GB), so compare it on cost per completed job rather than per GB. Keep in mind that the cheapest per-GB rate does not always mean the lowest cost per successful request — if a provider fails more often on your targets, you pay for the retries.
Benchmark Real Devices Against Your Own Targets
Start a free trial and point the Playwright or Puppeteer scripts you already run at Archonum. Self-serve plans start at $24.99/mo for 25 concurrent requests, with browser runtime and bandwidth metered separately at published rates. Enterprise covers volume commitments, custom SLA, dedicated device pools and SSO.