Best Bright Data Alternatives for Web Scraping and Data Collection

Bright Data (formerly Luminati) operates the largest proxy network in the industry, with 72 million+ residential IPs and 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.
#1

Archonum

4.7/5
AI agent web access, high-protection e-commerce targets, authenticated scraping, and any workflow where native device fingerprints and session persistence determine success or failure.

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, which is why anti-bot systems treat it as legitimate traffic rather than proxy traffic.

Pricing: Custom volume-based pricing. Per-successful-request billing means failed attempts do not count against your spend. Contact sales for a quote tailored to your volume and target complexity.
  • + Real devices with native fingerprints — passes advanced anti-bot systems that block proxy traffic
  • + 99.9% success rate on high-protection targets like Amazon, Google Shopping, and major retailers
  • + Purpose-built AI agent support with stateful, multi-step session handling
  • + Dedicated devices eliminate cross-contamination from other users' activity
  • + Sub-500ms latency on most targets
  • + Pay only for successful requests — no wasted spend on retries
  • - No self-serve tier — requires a sales conversation to get started
  • - Smaller geographic footprint than Bright Data's 195-country coverage
  • - Newer provider with less community content and third-party tutorials
  • - Hardware-based infrastructure means provisioning new capacity takes longer than spinning up virtual resources
#2

Oxylabs

4.3/5
High-volume enterprise scraping teams that need broad geographic coverage, reliable infrastructure, and white-glove support.

One of the largest proxy providers alongside Bright Data, with over 100 million residential IPs and a strong enterprise reputation. Offers residential, datacenter, ISP, and mobile proxies, plus a Web Scraper API and SERP Scraper API for managed data collection. Known for solid documentation, reliable infrastructure, and responsive enterprise support.

Pricing: Residential proxies from $8/GB (pay-as-you-go), with volume commitments bringing rates down to approximately $5-6/GB. Datacenter proxies from $0.60/GB. Scraper APIs priced per request.
  • + Massive 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
  • + Consistent uptime and reliable infrastructure
  • + Ethical IP sourcing with transparent consent model
  • - Residential proxy pricing is comparable to Bright Data — not 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
#3

Smartproxy

4.1/5
Small to mid-size teams that want an affordable, easy-to-use proxy solution without enterprise sales cycles or complex configuration.

Smartproxy 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 from $7/GB (pay-as-you-go). Subscription plans starting at ~$52/month with 8GB included. Datacenter proxies from $0.50/GB. Scraping APIs 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 IP pool (~55 million) than Bright Data or Oxylabs
  • - Success rates degrade on heavily protected sites — not built for hard targets
  • - Limited enterprise features — no dedicated account management on standard plans
  • - No real-device or native fingerprint capabilities
  • - Session persistence capped at 30-minute sticky sessions
#4

Nimbleway

4/5
Teams that want structured, analysis-ready data without investing engineering time in custom parsers. Particularly strong for e-commerce price monitoring and SERP tracking.

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: Request-based pricing starting at approximately $600/month for 100K requests. Volume discounts available. Enterprise custom pricing for high-volume use cases.
  • + 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
  • + Good success rates on e-commerce and search engine targets
  • - 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
#5

Massive

3.6/5
Budget-conscious teams that need residential proxies for standard-difficulty scraping tasks and want to minimize per-GB costs.

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 affordable residential IPs with a simple API. Massive focuses on being the cost-effective option in the residential proxy space.

Pricing: Residential proxies from ~$3/GB on high-volume commitments. Pay-as-you-go rates around $5-7/GB. Among the cheapest residential proxy options available.
  • + Lowest per-GB residential proxy pricing in the market
  • + Simple, straightforward API integration
  • + Growing IP pool with decent geographic coverage
  • + Transparent SDK-based sourcing model with user consent
  • - Significantly smaller IP pool than Bright Data or Oxylabs
  • - Lower success rates on heavily protected e-commerce and social media sites
  • - 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, while request-based pricing suits many lightweight requests; pick the model that matches your workload
  • 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 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 wins on price for teams where budget matters more than success rate. And for the hardest targets — AI agent workflows, authenticated sessions, sites with advanced anti-bot systems — Archonum's real-device infrastructure delivers success rates and fingerprint quality that no shared proxy network can match. 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, declining success rates on heavily protected sites due to shared IP abuse, 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 Smartproxy use opt-in programs with clearer consent flows. Archonum sidesteps the issue entirely by using its own dedicated hardware.

On heavily protected sites (major retailers, social platforms, search engines), Archonum achieves a 99.9% success rate because real device fingerprints are inherently harder to detect than proxy traffic. On low-to-medium protection sites, most established providers deliver 95%+ success rates, and the difference is negligible.

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, then cut over when you are confident in the results.

Massive offers the lowest per-GB rates for residential proxies, starting around $3/GB on volume commitments. Smartproxy is the next most affordable at ~$7/GB with a better feature set. Keep in mind that the cheapest per-GB rate does not always mean the lowest cost per successful request — if a cheaper provider has lower success rates, you pay more in retries.

See How Real Devices Compare to Shared Proxies

Run a free proof-of-concept on your hardest targets. We will benchmark Archonum's real-device infrastructure against your current Bright Data setup — comparing success rates, latency, and fingerprint quality side by side.

Request a Free PoC