What Are the Best Residential Proxies for Web Scraping in 2026?

TL;DR: The best residential proxies for web scraping in 2026 come down to per-GB cost at your crawl volume. Proxidize leads at a flat $1/GB with non-expiring bandwidth, checked July 23, 2026. DataImpulse matches $1/GB and adds ASN targeting. Bright Data and Oxylabs charge 4–6x more but bundle unblocker and scraper APIs for hard targets.

Residential proxies for web scraping are rotating IPs from real home connections that let crawlers pass bot-management checks that block datacenter ranges. I read the published list rates on seven providers' official pricing pages on July 23, 2026, and the spread is stark: entry rates run from $1/GB (Proxidize, DataImpulse) to $7/GB (IPRoyal), and a 1TB crawl month costs about $1,024 at the cheapest flat rate versus $2,560 at the best premium-tier rate. At scraping volumes, the per-GB rate is the single largest line in the infrastructure budget.

This guide ranks all seven for scraping specifically: cost at real crawl volumes, pool depth, session control, and when a bundled scraper API justifies premium rates. For the general ranking without a scraping lens, see best residential proxy providers 2026; for rotation mechanics, see best rotating residential proxies 2026.

What Makes a Residential Proxy Good for Web Scraping?

A scraping-grade residential proxy needs four things: low per-GB cost, a deep IP pool, per-request rotation control, and stable concurrency for parallel crawlers.

Web scraping stresses proxies differently than account management or ad verification. A crawler makes thousands of stateless requests per hour, so what matters is cost per gigabyte, how many IPs the rotation can draw from, and whether the provider throttles concurrent connections.

The four buying criteria, in order of impact on a scraping budget:

1. Per-GB rate at your volume. Rates checked July 23, 2026 span $1/GB to $7/GB at entry — a 7x spread for the same job.
2. Pool depth. More IPs means fewer repeats per target. Published pools here range from 64M (IPRoyal) to a claimed 400M+ (Bright Data).
3. Rotation and session control. Per-request rotation for stateless crawls; sticky sessions for login-and-paginate flows.
4. Concurrency limits. Parallel crawlers need unrestricted simultaneous connections — Proxidize and Oxylabs both publish unlimited concurrency.

Pool numbers deserve skepticism: they are unaudited marketing counts, not live availability. IPRoyal's own pages have published two conflicting UK pool figures at once, as documented in our UK residential proxy guide.

In short: judge a scraping proxy on per-GB cost at your actual volume, pool depth, rotation control, and concurrency — in that order. July 23, 2026 list rates span $1/GB to $7/GB at entry, so the rate question alone can change a scraping budget by a factor of seven.

How Much Do Residential Proxies Cost at Scraping Volumes in 2026?

Residential proxy list rates run $1–$7/GB at entry, and a 1TB scraping month costs $1,024 to over $2,500 depending on provider, per official pages read July 23, 2026.

I read every rate below from the providers' official pricing pages on July 23, 2026 — list prices only, no promotional rates. The table computes what a scraping team actually pays at three monthly crawl volumes.

SOAX prices by plan rather than pure per-GB: the $200/month Builder tier works out to $3/GB, and the $3,000 Enterprise tier reaches $0.85/GB. IPRoyal starts at $7/GB pay-as-you-go and reaches $4.90/GB at 50GB.

Two findings from the July 23, 2026 sweep are worth flagging. Bright Data's page now lists pay-as-you-go at $4/GB, half the $8/GB list rate it showed earlier in July 2026. And Proxidize has introduced volume steps below its former flat line: $0.95/GB at 2TB and $0.90/GB at 10TB.

Best for volume crawls: Proxidize's flat $1/GB. Best for enterprise committed spend: SOAX's $0.85/GB Enterprise tier or Bright Data's $2.50/GB plan.

In short: at 1TB a month, the July 23, 2026 list rates put Proxidize at about $1,024, with Bright Data and Oxylabs near $2,560 at their best standard tiers. The premium vendors close the gap only when their bundled unblocking tools save engineering time worth the difference.

Should You Use Rotating or Sticky Sessions for Scraping?

Stateless page crawls run best on per-request rotation; multi-step flows need sticky sessions that outlast the full login-search-paginate sequence.

Rotating mode assigns a fresh IP per request or per short interval, spreading a crawl across the pool so no single IP hammers the target. That is the default for stateless collection: product pages, search results, listings.

Sticky mode holds one IP for a set window. Scraping flows that carry state — log in, run a search, walk pagination — break if the IP changes mid-flow, because the target ties the session cookie to the IP. Published sticky windows vary widely, per official pages checked July 23, 2026:

A practical rule: time the longest stateful flow in the pipeline, then pick a sticky window at least double that. A 10-minute paginated export needs a 20-minute window minimum — comfortably inside every vendor here except pure per-request configurations.

Best for stateless crawls: per-request rotation on a deep pool. Best for long stateful flows: IPRoyal's 7-day sticky sessions.

In short: match session mode to statefulness. Stateless crawls want per-request rotation across a deep pool. Stateful flows need a sticky window at least twice the flow length — IPRoyal publishes up to 7 days, SOAX up to 60 minutes, and Proxidize offers configurable modes, per pages checked July 23, 2026.

When Do You Need a Scraper API Instead of Raw Residential Proxies?

Scraper APIs pay off when targets deploy heavy CAPTCHAs and JavaScript challenges; raw proxies win on cost and control everywhere else.

Raw residential proxies hand your crawler an IP and leave retries, CAPTCHA handling, and parsing to your code. Scraper APIs — Bright Data's Web Unlocker, Oxylabs' Web Scraper API, Decodo's separately priced scraping products — bundle those layers and bill per request or at a premium rate.

The decision is an engineering-cost trade:

The budget math favors splitting the workload. Route the 90% of targets that don't fight back through a $1/GB pool, and reserve per-request API spend for the handful that do. A single blended contract at premium rates overpays for the easy majority.

Best for hard targets: Bright Data's unblocker stack. Best for everything else: the cheapest reliable pool — which, at July 23, 2026 rates, is Proxidize or DataImpulse at $1/GB.

In short: scraper APIs justify their premium only on targets with active bot defenses. Splitting traffic — a $1/GB residential pool for routine targets, per-request API calls for defended ones — beats paying unblocker rates across an entire crawl. Bright Data and Oxylabs lead the API side; Proxidize and DataImpulse lead the raw-pool side.

How Do Published Pool Sizes and Success Rates Compare?

Published pools range from 64M to a claimed 400M+ IPs and success rates cluster at 99.9%+, but none of these vendor figures are independently audited.

Every number below comes from the provider's own official pages, read on July 23, 2026. They are marketing claims, not audited measurements — useful for relative scale, not as guarantees.

Proxidize describes its pool as "millions" across 195+ countries with a 99.9% published success rate, without a country-level count. SOAX publishes location-level counts on per-country pages rather than one global figure.

Success-rate figures deserve the same caution as pool counts. Each vendor measures against its own target mix, and a rate measured on easy targets says nothing about yours. The only benchmark that matters is a pilot: buy the smallest tier — Decodo's 3-day trial, Proxidize's sub-10GB money-back window — and run it against your actual target list.

Independent measurement exists but is limited. Proxyway's 2026 research measured low pool-risk scores for Decodo, one reason it holds the mid-market quality slot in this ranking.

In short: treat published pools (64M to 400M+) and success rates (all 99.9%+) as directional claims from vendor pages, checked July 23, 2026. No provider submits to independent pool audits. Pilot against your real targets before committing budget — trial tiers and money-back windows exist for exactly that.

Which Residential Proxy Should You Choose for Your Scraping Workload?

The right scraping proxy depends on crawl volume, target difficulty, geo-targeting depth, and whether your workload runs steadily or in bursts.

SOAX fits teams alternating residential and mobile exits on one $200/month plan, and IPRoyal fits stop-start projects that need non-expiring traffic and 7-day sticky sessions despite the $7/GB entry rate.

Sourcing ethics belong on the checklist too: an IP pool built on buried SDK consent is a supply-chain risk for any scraping operation. Our ethically sourced residential proxies guide covers how to vet provider sourcing claims.

In short: Proxidize for volume economics, DataImpulse for budget geo-precision, Bright Data for hostile targets, Decodo for mid-market quality, and Oxylabs for enterprise API scraping. Price the decision at your real monthly volume — the ranking above holds at 100GB and widens in Proxidize's favor at 1TB.

The Verdict: Which Residential Proxy Is Best for Web Scraping in 2026?

• Proxidize is the best residential proxy for web scraping in 2026 on economics: flat $1/GB from 25GB to 1TB, $0.90/GB at 10TB, non-expiring bandwidth, and unlimited concurrency, per its pricing page on July 23, 2026.
• DataImpulse matches the $1/GB entry and adds ZIP and ASN targeting on a 90M+ pool — the budget pick when geo-precision matters.
• Bright Data listed $4/GB pay-as-you-go on July 23, 2026 — half its earlier list rate — and its Web Unlocker stack remains the pick for heavily defended targets.
• A 1TB scraping month costs about $1,024 at Proxidize versus roughly $2,560 at Bright Data's and Oxylabs' best standard tiers — a 2.5x gap at identical volume.
• Split traffic by target difficulty: route routine crawls through a $1/GB pool and reserve scraper-API spend for targets that actively challenge.
• Published pool sizes (64M to 400M+) and 99.9%+ success rates are unaudited vendor claims — pilot against your actual targets using trial tiers before committing.
• Non-expiring bandwidth (Proxidize, DataImpulse, IPRoyal) protects burst-scraping budgets; monthly-expiry plans (Oxylabs, Decodo) fit steady pipelines only.