How to Choose a Proxy Provider in 2026: A Buyer's Framework

To choose a proxy provider, define your use case and traffic volume first, then screen vendors on four criteria: transparent per-GB pricing, documented KYC and ethical IP sourcing, targeting and session features that match your workload, and a low-risk way to test. Below, I map Oxylabs, Bright Data, Decodo, and IPRoyal to the different profiles each fits best.

Picking a proxy vendor is a procurement decision, not a shopping trip. The market has matured — Proxyway's Proxy Market Research 2026 (data collected March-April 2026 across 13 benchmarked providers) reports that residential pricing has stabilized after declines of up to 75 percent between 2023 and 2025, and that the median advertised residential pool now sits at 54M IPs. With headline numbers converging, the real differences are in compliance posture, sourcing ethics, contract terms, and fit with your specific workload. This guide gives you a four-step framework, then maps the outcome to the providers reviewed here. It is part of our broader web scraping guide.

A note on scope: ProxyFacts covers legitimate data-collection use cases only — price monitoring, SEO tracking, ad verification, AI training data, and market research. We do not provide guidance for evading login walls, harvesting personal data, or any activity a target site's terms and applicable law prohibit; see our overview of whether web scraping is legal for the compliance basics. We have not yet run our own performance benchmarks, so every figure below comes from vendor-published pages (checked July 2026) or cited third-party research, and pool sizes are always vendor claims.

Step 1: Write down your requirements before you open a pricing page

Most bad proxy purchases happen because the buyer started with "which provider is best?" instead of "what does my workload need?" Answer these five questions first:

1. What are your target sites, and how protected are they? Lightly protected targets may work with datacenter IPs; heavily protected consumer sites usually need residential IPs or a full scraping API. Our comparison of residential vs. datacenter proxies covers the trade-off.
2. How much traffic per month, in GB? Residential proxies are metered by bandwidth. Estimate pages per day multiplied by average page weight. Being one tier off on volume can double your effective per-GB rate, so this is the answer I would pin down first.
3. How granular must geo-targeting be? Country-level is universal. City, ZIP-code, or ASN-level targeting is not — it matters enormously for localized SEO tracking and ad verification.
4. What session behavior do you need? Per-request rotation suits stateless crawls like price monitoring. Multi-step flows need sticky sessions, and providers differ widely on maximum sticky duration.
5. Build or buy the unblocking layer? If you would rather pay per successful result than maintain retry and fingerprinting logic, weigh a scraping API instead of raw proxies — see scraping API vs. proxy.

Typical requirement profiles by use case:

For deeper dives, see our guides to proxies for price monitoring and proxies for SEO monitoring.

Step 2: The procurement questions to ask every vendor

Treat this like any other infrastructure purchase. A serious provider can answer all of these with published documents, not sales promises.

Compliance and customer screening

• Do you verify customers, and how? Screening keeps abusive traffic off the network, which protects the pool's reputation — and therefore your success rates. Oxylabs states that every customer completes a KYC form at signup, with risk-based escalation to ID verification and compliance calls (Oxylabs KYC and safety policy). Bright Data goes further: residential network access is limited to verified companies that pass human-reviewed KYC, potentially including a video call and government-issued ID (Bright Data KYC FAQ). Decodo applies automated fraud checks, KYC, and third-party screening to every registration (Decodo security and compliance). IPRoyal runs KYC through third-party provider iDenfy, but it is mandatory only for static residential (ISP) proxies; unverified accounts stay partially restricted (IPRoyal KYC policy).
• Which targets do you block? Providers with a real compliance function maintain restricted-target lists. Decodo, for example, actively blocks high-risk categories such as banking, government portals, streaming, app stores, and ticketing.

Sourcing ethics

• How are residential IPs acquired? Residential proxies route through real people's devices. Ask for a published sourcing policy naming consent and compensation mechanisms. Decodo publishes an ethical residential sourcing policy; Oxylabs is a member of the Ethical Web Data Collection Initiative. A provider that cannot explain where its IPs come from is asking you to inherit that risk. For a closer look at consent screens, compensation models, and the warning signs of grey-market pools, see our breakdown of how residential proxy IPs are sourced.

Performance claims and SLAs

• What do you commit to contractually, versus what is marketing? Vendor-claimed numbers cluster tightly: Oxylabs claims a 0.41 s average response time and 99.95 percent success rate, Bright Data claims roughly 0.7 s and 99.95 percent, Decodo claims under 0.5 s, 99.92 percent success, and 99.99 percent uptime, and IPRoyal claims roughly 0.5 s and 99.4 percent — all per their own product pages as of July 2026. Ask which of these appear in the contract as an SLA with remedies — I treat any figure that does not as marketing — and measure success rate on your actual targets during a trial or refund window, or with the smallest purchase, because your targets are what determine your numbers.

Commercial terms

• What is the effective per-GB rate at my volume, and what happens to unused traffic? According to the providers' published pricing (July 2026): Bright Data and Decodo both list pay-as-you-go at $4.00/GB (Bright Data's shown as a 50 percent promo off an $8 list price; Decodo's prices exclude VAT). IPRoyal's pay-as-you-go starts at $7.35/GB for 1 GB, falling to $5.15/GB at 50 GB — but purchased traffic never expires, which changes the math for irregular usage. Oxylabs sells subscriptions from $30/mo for 5 GB ($6/GB) down to $2.50/GB on its 1 TB corporate tier. Our proxy pricing comparison breaks these structures down in detail.
• Can I test before committing? Bright Data offers a no-card sign-up credit, but residential access requires company verification. Decodo offers a 3-day, 100 MB trial (card required) or a 14-day refund on a first purchase — not both. Oxylabs offers a residential trial once per client on request (7 days for verified companies). IPRoyal has no published residential trial — the 1 GB pay-as-you-go minimum is the practical test, with refunds only for provider-side failures reported within 24 hours of purchase and none once more than 100 MB has been used (IPRoyal refund policy). We compare each of these trial paths — and their catches — in our roundup of residential proxy free trials.

Correction, September 30, 2026: an earlier version of this article said Decodo's 3-day trial and its 14-day money-back combine. They do not — activating the trial removes the refund. We also updated the Bright Data, Oxylabs, and IPRoyal trial and refund terms to match their current pages.

Step 3: Red flags that should end the conversation

• Free proxies, always. The "Free Proxies Unmasked" study presented at NDSS MADWeb 2024 tracked 640,600+ free proxies over 30 months: only 34.5 percent were ever active, researchers found 4,452 distinct vulnerabilities on proxy IPs (1,755 allowing remote code execution), and 16,923 proxies manipulated content in transit. Independent outlet Proxyway reaches the same conclusion. The content-manipulation finding alone settles it for me: I would never route production traffic through infrastructure that can silently rewrite responses. See our full breakdown of free vs. paid proxies.
• Prices far below the market. Proxyway's 2026 market research documents grey-market entry pricing under $0.50/GB. When reputable providers charge $2.00-$7.35/GB, a rate that low implies IPs sourced without meaningful consent — a legal and ethical liability you would be building your pipeline on.
• No KYC at any tier, no restricted-target list, no named compliance policy. If a provider will sell to anyone for any purpose, its pool carries the reputation of its worst customer.
• No published sourcing explanation. "Millions of ethical IPs" as a slogan, with no policy document behind it, is not an answer.
• Opaque pricing. Pricing available only via sales calls at small volumes, or promo rates with no visible list price, make cost forecasting and vendor comparison unnecessarily hard.

Step 4: Compare the shortlist — how the majors stack up

The table below summarizes vendor-published figures as of July 2026. Pool sizes are vendor claims; none of the performance figures are independently verified by us.

Engineer’s take (Hinata): Ignore the pool-size row — it is the least decision-relevant number in this table, because vendor-claimed totals say nothing about how many IPs are clean for your specific targets. The rows I would weigh first are traffic expiry and trial terms: they decide how cheaply you can learn the only numbers that actually matter, your own success rate and effective per-GB cost. And do the arithmetic at your realistic tier, not the headline rate — retries mean you pay for failed gigabytes too, so pad your GB estimate before comparing pricing curves.

Mapping your needs to a provider

Oxylabs — feature depth for scaling teams

Oxylabs claims a 175M+ IP residential pool with the widest targeting menu here (down to coordinates and ASN) and HTTP3 support, per its residential product page. Subscriptions run from $30/mo for 5 GB to $2,500/mo for 1 TB ($2.50/GB), and its Web Scraper API starts at $0.25 per 1K successful results with a 2K-result free trial. Universal KYC plus Ethical Web Data Collection Initiative membership make it an easy pass through most procurement reviews. Best fit: mid-size to enterprise scraping programs that need precise geo-targeting and expect to grow into volume tiers. Full analysis in our Oxylabs review.

Bright Data — the compliance-first enterprise pick

Bright Data claims the largest pool (400M+ monthly IPs across 195 countries) and enforces the strictest gate: residential access is limited to verified, registered companies, with human-reviewed KYC that can include a video call and ID of the point of contact. Pay-as-you-go is listed at $4.00/GB (a 50 percent promo off $8 list), scaling to $2.50/GB at the $1,999/mo tier, per its pricing page. Its Web Unlocker offers a 5K-requests/month free tier. Best fit: enterprises in regulated industries and large-scale AI training data collection, where a vendor's compliance posture is itself a requirement — see our guide to proxies for AI training data. Solo developers and unregistered sole traders should look elsewhere, since company verification is a hard requirement. Details in our Bright Data review.

Decodo — the low-friction value option

Decodo (rebranded from Smartproxy on April 22, 2025, with accounts, pricing, and endpoints carried over unchanged, per its announcement) has the lowest realistic entry point: a 3 GB subscription at $11.25/mo ($3.75/GB, plus VAT), with either a 3-day free trial (card required) or a 14-day money-back option — not both. It claims 115M+ ethically sourced IPs, publishes a dedicated sourcing policy, and proactively blocks high-risk target categories. Best fit: startups, analysts, and small data teams that want credible compliance and full ZIP/ASN targeting without enterprise minimums. Full breakdown in our Decodo review.

IPRoyal — pay-as-you-go for irregular workloads

IPRoyal's headline per-GB rates are the highest of the four at low volume ($7.35/GB for 1 GB, $5.51/GB at 10 GB, per its residential page), but its traffic never expires — decisive for teams that scrape in bursts and would waste a monthly allowance. Sticky sessions run up to 7 days, the longest here, and marketing cites bulk rates down to $1.75/GB. The trade-offs: no standard free trial, a narrow refund policy, geo-targeting stops at city level, and KYC is optional for most products (mandatory only for ISP proxies), which is a weaker compliance signal than the other three. Best fit: freelancers and small teams with intermittent, modest-volume needs. More in our IPRoyal review.

The final decision checklist

Before signing, confirm you can answer yes to all eight:

1. My use case is legitimate and permitted by the provider's acceptable-use policy.
2. I know my monthly GB estimate and the effective per-GB rate at that tier, including VAT where applicable.
3. The provider publishes a KYC process and an IP-sourcing policy I have actually read.
4. Geo-targeting granularity and maximum sticky-session length match my workload.
5. I know which performance claims are contractual SLAs and which are marketing.
6. I have a trial, money-back window, or small pay-as-you-go path to test on my real targets before committing.
7. I have compared raw proxies against a per-result scraping API for my hardest targets.
8. Nothing about the deal depends on a red flag — no free tiers of unknown origin, no below-market grey-market pricing, no "no questions asked" onboarding.

If a candidate fails any item, keep shopping — a discipline I would hold to even with a tempting discount on the table. The four providers above all clear the compliance bar in different ways; which one wins depends on the requirements you wrote down in step one. For the broader context — architecture, blocking, and tooling — return to the web scraping guide, and if you are still weighing IP types, start with what a residential proxy actually is.