Bright Data is the strongest all-round choice for an AI collection program that needs broad geography, managed scraping tools and enterprise support. Decodo is the more approachable budget option, Oxylabs fits large procurement teams, SOAX is built around granular targeting, IPRoyal stands out for non-expiring traffic and transparent plans, and Webshare is the lowest-risk way to start a small evaluation.
Those conclusions come from a 2026 comparison and vendor-published figures, not a reproducible independent benchmark. Network counts, uptime, success rates, prices and trial terms can change, so treat the table as a buying shortlist and confirm the live contract, acceptable-use policy and regional availability before sending production traffic.
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What an AI data-collection proxy must do
A proxy routes a crawler’s request through an intermediary IP address instead of exposing the collection server’s address directly. For AI projects, that can make the difference between a small experiment and a dependable feed of public web data. A suitable service should let you select an appropriate country, city, carrier or autonomous system; rotate addresses without breaking a session; maintain enough success rate to keep a pipeline full; and provide controls for throttling, retries and authentication.
Proxy choice is not a substitute for permission. Your crawler still has to respect applicable law, contractual website terms, robots directives where relevant, rate limits, copyright and privacy requirements. Avoid collecting personal or sensitive information unless you have a documented lawful basis and a clear retention policy. A provider’s “unblocker” or large network does not grant permission to bypass access controls.
#1 Best Overall
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Six providers at a glance
| Provider | Best fit | Reported network and locations | Reported performance | Trial and starting price | Notable products or conditions |
|---|---|---|---|---|---|
| Bright Data | Overall breadth and web scraping | 400M+ IPs in 195+ countries | 99.99% uptime; 99.9% request-success rate | Seven-day trial; residential from $2.50/GB; pay-as-you-go $4/GB | City, ZIP, carrier and ASN targeting; HTTP, HTTPS and SOCKS; Web Scraper API, Scraping Browser, SERP API, Web Unlocker and datasets |
| Decodo (formerly Smartproxy) | Budget all-round use | 115M+ IPs in 195+ locations | 99.99% uptime; 99.47% success rate | Three-day trial with 100MB; pay-as-you-go $4/GB; residential from $2/GB at enterprise volume | HTTP, HTTPS and SOCKS; dashboard, anti-detect browser, site unblocker and no-code scraper |
| Oxylabs | Large-enterprise procurement | 175M+ IPs in 195+ countries | 99.9% uptime; 99.9% success rate | Business trials on request; limited pay-as-you-go access; residential from $2.50/GB at 1TB, with a $6/GB entry plan | Mandatory ID verification; enterprise-oriented service and managed support |
| SOAX | Granular targeting | 155M+ IPs in 195+ countries | 99.9% uptime; 99.5% success rate | $1.99 trial for 400MB; no pay-as-you-go plan; residential from $2/GB on volume, with a $90 starter plan | Proxy platform, web unblocker and scraping APIs |
| IPRoyal | Non-expiring traffic and transparent pricing | Network size not stated in the supplied comparison | Network-wide uptime and success figures not stated | Residential from $1.75/GB; ISP from $1.80/proxy; datacenter from $1.39/proxy; mobile from $117/month; Web Unblocker $1 per 1,000 requests | Residential traffic is described as non-expiring; supports scraping, price monitoring, travel-fare aggregation, stock-market data and SEO/SERP collection |
| Webshare | Free starter evaluation | 80M+ IPs | Network-wide uptime and success figures not stated | Free plan; residential from $1.40/GB | Residential, datacenter and ISP proxies; verify current free-plan limits and terms before use |
Every figure in this table is a comparison-source or vendor claim. The available material does not establish an independent, same-target test across all six services, so a quoted success rate should not be interpreted as the response rate your particular crawler will achieve.
How to compare proxies for an AI crawler
1. Match the IP type to the target
- Residential: Useful when a target evaluates reputation or geography. It generally costs more per gigabyte and can be less predictable than datacenter capacity.
- Datacenter: Usually the speed-and-volume choice for targets that do not require a residential identity. IPRoyal specifically positions its datacenter product for speed-critical scraping and infrastructure monitoring.
- ISP: A static address supplied through an internet-service-provider range can suit long sessions, ecommerce automation or ad verification. IPRoyal lists those uses for its ISP proxies.
- Mobile: Helpful for mobile-only services, regional advertising tests and social platforms. IPRoyal describes mobile proxies for those scenarios and lists a monthly mobile plan.
Most serious programs combine types. A fast datacenter pool can handle low-risk pages, while residential or mobile addresses are reserved for targets where network identity affects the result. Do not pay residential rates for every request when only a small part of the workload needs them.
2. Check geographic and network targeting
Country-level selection is often insufficient for training or evaluation data. City, ZIP, carrier and ASN controls can expose local variants, while a large country count helps when you need balanced regional samples. Ask whether a “location” means an available exit, a guaranteed allocation, or merely a listed market. Also confirm whether the same city remains available at your required concurrency.
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Rotating an address on every request can spread load but may break carts, logins or multi-page workflows. Sticky sessions keep an address for a defined period and are usually better for browser-like sequences. Your client should be able to set a rotation interval, assign a session identifier, and discard a session after repeated errors. A provider that exposes only a single global rotation mode is harder to tune for mixed workloads.
4. Evaluate tools, not just IP counts
A scraping API, browser automation layer, SERP endpoint or web unblocker can remove substantial engineering work. Bright Data lists a Web Scraper API, Scraping Browser, SERP API, Web Unlocker and datasets. Decodo lists a dashboard, anti-detect browser, site unblocker and no-code scraper. SOAX lists a proxy platform, web unblocker and scraping APIs. These products may be billed separately from raw proxy traffic, so model the total request or record cost rather than comparing a residential per-gigabyte number alone.
Rank #2
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- What You Get: Anker USB-C Hub (5-in-1, 4K HDMI), welcome guide, 18-month warranty, and our friendly customer service.
5. Read the operational and compliance terms
Ask where addresses are sourced, how consent is documented, what “success” measures, how abuse complaints are handled, and whether KYC is mandatory. Oxylabs is described as requiring ID verification and orienting its service toward enterprise buyers. Confirm data-processing terms, retention, subprocessor disclosures, support response targets, escalation paths and any SLA credit language before procurement.
Provider-by-provider guidance
Bright Data: broadest toolkit for a mature program
Bright Data is the most complete choice when one project spans many countries, local search results, SERP collection and browser workflows. Its reported targeting reaches cities, ZIP codes, carriers and ASNs, and it supports HTTP, HTTPS and SOCKS connections. That combination is valuable for datasets in which location is a feature rather than a way to evade a block.
The accompanying products matter as much as the IP pool. A Web Scraper API can standardize extraction, Scraping Browser can handle JavaScript-heavy pages, SERP API can supply search-result data, and Web Unlocker is positioned for difficult targets. Datasets may reduce the need to operate a crawler for already-structured sources. The trade-off is cost and operational complexity: premium tooling is easiest to justify when engineering time, geographic coverage and support are more valuable than the lowest traffic rate.
Decodo: practical budget starting point
Decodo, formerly Smartproxy, is a sensible first choice for a team that needs several proxy types but cannot commit to an enterprise contract. Its dashboard and no-code scraper can shorten setup, while the anti-detect browser and site unblocker address browser-oriented tests. HTTP, HTTPS and SOCKS support makes it usable from conventional crawler libraries as well as browser tools.
Rank #3
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- Double Up on Efficiency: The two USB-A 3.0 ports and a USB-C port support a fast 5Gbps data rate, significantly boosting your transfer speeds and improving productivity.
- Fast and Reliable 85W Charging: Offers high-capacity, speedy charging for laptops up to 85W, so you spend less time tethered to an outlet and more time being productive.
- What You Get: Anker USB-C Hub (7-in-1), welcome guide, 18-month warranty, and our friendly customer service.
The short trial and 100MB allowance are enough to validate authentication, location selection, rotation and parser behavior, but not to estimate the economics of a large training crawl. Run a representative sample during the trial, record bytes per successful page and test retries before extrapolating a monthly budget. Enterprise-volume residential pricing should not be assumed for a small account.
Oxylabs: procurement-friendly enterprise scale
Oxylabs fits organizations that need formal vendor review, managed support and a large, repeatable collection program. Its positioning toward enterprises and requirement for identity verification can be an advantage when legal, security and finance teams need a documented counterparty. Business trials are available on request rather than as a simple public sign-up.
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The limited pay-as-you-go access makes it less convenient for casual experimentation. Plan a written pilot with defined targets, regions, concurrency and success criteria. Its quoted residential rates distinguish a high-volume 1TB tier from the $6/GB entry plan, so the apparent price depends heavily on committed volume. Include the cost of unused capacity and the time required for procurement in your comparison.
SOAX: when location precision drives the project
SOAX is aimed at collection where country, city or network-level targeting is central. Its platform, web unblocker and scraping APIs can keep location controls close to the extraction workflow instead of forcing your team to assemble several vendors.
Rank #4
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There is no pay-as-you-go plan in the comparison. The $1.99 trial for 400MB is useful for technical validation, while the listed $90 starter plan and volume residential rate indicate a subscription-style commitment. Choose SOAX when the value of precise regional samples outweighs the flexibility of paying only for occasional requests. Confirm the exact commitment, rollover rules and cancellation terms before signing.
IPRoyal: flexible economics for uneven workloads
IPRoyal’s main differentiator is transparent product-level pricing and the description of residential traffic as non-expiring. Non-expiring traffic can suit research teams whose collection is seasonal or whose approval process pauses a crawl; unused allowance does not have the same urgency as a monthly bucket that resets. Confirm the definition of “non-expiring,” any inactivity rules and whether it applies to every plan.
The catalog covers residential, ISP, datacenter and mobile proxies plus a Web Unblocker priced per 1,000 requests. That lets you reserve mobile addresses for social, mobile-quality-assurance or regional advertising work, use ISP addresses for longer ecommerce or ad-verification sessions, and keep high-volume infrastructure checks on datacenter IPs. IPRoyal also names AI training, price monitoring, travel-fare aggregation, stock-market data collection and SEO/SERP scraping as use cases. Those labels describe intended applications, not permission to copy protected or restricted data.
Webshare: low-risk first experiment
Webshare is the easiest candidate for a small technical evaluation because the comparison lists a free plan alongside residential, datacenter and ISP options. A free tier can help you test proxy authentication, parser behavior and basic geographic access before purchasing traffic.
Best Value
- 5-in-1 Connectivity: Equipped with a 4K HDMI port, a 5 Gbps USB-C data port, two 5 Gbps USB-A ports, and a USB C 100W PD-IN port. Note: The USB C 100W PD-IN port supports only charging and does not support data transfer devices such as headphones or speakers.
- Powerful Pass-Through Charging: Supports up to 85W pass-through charging so you can power up your laptop while you use the hub. Note: Pass-through charging requires a charger (not included). Note: To achieve full power for iPad, we recommend using a 45W wall charger.
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- What You Get: Anker 332 USB-C Hub (5-in-1), welcome guide, our worry-free 18-month warranty, and friendly customer service.
Free plans commonly have limits that make them unsuitable for a production AI crawl. The supplied comparison specifically warns that current limits and terms should be rechecked. Verify bandwidth, concurrency, location choices, rotation controls, support and acceptable-use restrictions at sign-up. If the free tier cannot reproduce your production request pattern, treat the test as a connectivity check rather than a performance benchmark.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.A practical rollout plan
- Describe the data contract. List domains, page types, fields, update frequency, countries, retention period and the lawful basis for collection. Mark pages that contain personal, copyrighted or access-controlled material for separate review.
- Estimate traffic. Measure the average response size after compression, expected pages per record, retries and browser assets. Budget from successful responses plus an explicit error allowance; do not equate a provider’s advertised gigabyte rate with total project cost.
- Select a two-provider pilot. Pair the best-fit provider with one alternative. Use identical URLs, concurrency, session length and geographic targets so the comparison has meaning.
- Test each proxy mode. Run separate samples for datacenter, residential, ISP or mobile where available. Record connection time, status codes, challenge frequency, bytes, parser success and the percentage of retries.
- Configure sessions and backoff. Use sticky sessions for multi-request workflows, rotate when a session fails, cap concurrency per target, and apply exponential backoff for 429, 403 and 5xx responses. Never turn retries into an uncontrolled request storm.
- Validate data quality. Compare language, currency, prices, search results and consent banners across locations. A request that returns HTTP 200 is not necessarily a valid training example.
- Set monitoring and stop conditions. Alert on rising error rates, unusual geographic drift, latency, spend and duplicate records. Automatically pause a target when its error or complaint threshold is exceeded.
- Document the vendor decision. Keep the approved plan, source-of-IP documentation, KYC records, data-processing terms, support contacts and renewal price with the project record.
Cost planning and common traps
Per-gigabyte price is only one input
Raw residential rates are not directly comparable when one service includes APIs or browser execution and another charges those products separately. Add proxy traffic, scraper or browser calls, storage, parsing, retries, observability and engineering time. A cheaper gigabyte can cost more if low success requires repeated requests or manual recovery.
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A few hundred megabytes or a short trial can confirm that credentials and parsers work. It cannot establish long-run availability, regional balance, complaint handling or the economics of a multi-terabyte dataset. Use a representative target mix and preserve the same concurrency you expect in production.
Advertised uptime and success rates need context
Uptime may describe the provider’s gateway, while success rate may be measured on selected targets under unspecified conditions. Ask for the measurement window, target mix, definition of a successful response and exclusions. Your own logs should remain the source of truth for the workload that matters.
Large networks can hide uneven quality
An IP-count headline does not guarantee that every country, city or ASN has equal availability. Check the exact locations you need, the number of concurrent sessions allowed there, and whether addresses are shared, dedicated, rotating or sticky. Retest critical regions before each major crawl.
Which proxy should you choose?
- Choose Bright Data when geographic breadth, city-level controls, integrated scraping products and enterprise support justify a premium.
- Choose Decodo when you want a broad mix, a lower entry barrier and practical dashboard or browser tools.
- Choose Oxylabs when procurement, verification and managed enterprise support are more important than casual pay-as-you-go access.
- Choose SOAX when granular targeting and bundled scraping tools are the central requirement and a subscription commitment is acceptable.
- Choose IPRoyal when traffic may be used over an irregular schedule, transparent product pricing or mobile coverage matters, and you will confirm the non-expiry terms.
- Choose Webshare for a low-risk starter evaluation, then reassess after checking the current free-plan limits and testing paid capacity.
For most teams, the best decision is not a permanent single-provider commitment on day one. Pilot the two closest fits on the same workload, keep the proxy type matched to each target, and scale only after your own success, quality and compliance measurements support the economics.
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Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
