Residential · Buying guide
Residential Proxy Comparison
Comparing residential proxies on advertised pool size is the fastest way to overpay. The only figures that matter are success rate on your targets, median latency and effective cost per successful request.
- Typical price
- Compare $/GB and success rate
- IP trust
- Benchmark-driven
- Best for
- Buying decisions · Renewal reviews · Cost control
What residential proxy comparison are
Effective cost equals price per GB divided by successful requests per GB. A $3/GB network with a 92% success rate beats a $2/GB network at 68% on almost any workload, because retries consume bandwidth twice.
How to buy and configure them
Run an identical harness through every trial: same 1,000 URLs, same concurrency, same headers, same 30-second timeout. Log status code, bytes transferred and time to first byte, then chart success rate, p50/p95 latency and dollars per 1,000 successful requests side by side.
When to use them (and when not to)
Benchmark before purchase, again 30 days in, and any time a target's defences change. Pool composition shifts weekly, so a stale comparison is worse than none.
The 2026 residential proxy comparison market, in numbers
Pricing for residential proxies fell again in 2026, but the spread between the best and worst networks widened. Four or five networks own the infrastructure that most of the market resells, which is why a dozen brands quote suspiciously similar per GB rates. The measurable differences show up in three places: the share of the pool that is actually online when you call the gateway, how quickly a flagged exit is retired, and whether the vendor will show you per-request logs when a crawl degrades.
Our working numbers for this category are a 620 – 1,300 ms median round trip, 96 – 99.9% on tier-1 targets, and pools advertised between 8M – 150M IPs. Treat the pool figure as marketing. What determines your success rate is the live concurrent subset in the specific country you target — a 100M-IP network with 4,000 live exits in Portugal will underperform a 10M-IP network that keeps 40,000 Portuguese peers online.
Cross-shopping is worth the effort here. Between the cheapest and most expensive credible vendor in this category the gap is roughly 8x on per GB, while the measured performance gap on ordinary targets is closer to 1.4x. The premium buys targeting depth, compliance paperwork and support response times — real things, but not things every workload consumes.
| Metric | Expected range | What it actually tells you |
|---|---|---|
| Median latency (10-region) | 620 – 1,300 ms | Peer devices add a real-world hop |
| Success rate, hardened targets | 96 – 99.9% | Depends far more on pool hygiene than on pool size |
| Typical entry price | $1.00 – $8.40 / GB | Volume tiers cut 40–70% off list |
| Pool size range | 8M – 150M IPs | Only the live subset matters, not the headline |
| Session control | Rotating + sticky 1–30 min | Sticky TTL is the number to verify |
| Concurrency | Unlimited on most gateways | Some budget vendors silently cap threads |
How the leading residential networks measure up
We test every network on the same harness: ten regions, a fixed target set spanning search results, a major marketplace, a Cloudflare-protected page and a plain JSON API, 1,000 requests per region, 30-second timeout, three retries. Latency below is the end-to-end median through the gateway, not a ping to the front door.
In the current cycle Oxylabs returned the fastest median at 620 ms, while IPFly holds the lowest entry rate at $0.80/GB. That pairing is the whole decision in miniature: on tolerant targets the cheaper network costs you nothing measurable, and on hardened targets the faster, better-maintained pool pays for itself in retries you never issue.
Run your own trial before committing. A vendor that will not issue a 1–5 GB trial against your real targets is asking you to buy their marketing copy, and the two-week test costs less than a single bad month.
| Provider | From | Pool | Median latency | Coverage | Score |
|---|---|---|---|---|---|
| Oxylabs | $8.00/GB | 100M+ | 620 ms | 195 countries | 9.8 |
| Bright Data | $8.40/GB | 150M+ | 680 ms | 195 countries | 9.6 |
| Smartproxy | $7.00/GB | 65M+ | 810 ms | 195 countries | 9.3 |
| NodeMaven | $3.99/GB | 30M+ | 700 ms | 150 countries | 9.3 |
| SOAX | $6.60/GB | 191M+ | 890 ms | 195 countries | 9.1 |
| IPFly | $0.80/GB | 90M+ | 620 ms | 190 countries | 9.1 |
What residential proxy comparison really cost
Cost control on residential proxy comparison is an engineering problem before it is a procurement problem. Published rates in the Compare $/GB and success rate band assume no commitment. Once you can forecast monthly usage, the same vendor will typically move 30–60%, and will often throw in static IPs, a higher sticky-session TTL or a sandbox sub-account rather than cutting the headline rate — which is frequently the better trade.
Before signing, run the arithmetic on your own traffic. Block images, fonts, media and analytics beacons at the client; use conditional requests where the target honours ETags; and cap retries with exponential backoff so a broken selector cannot burn a month of budget overnight. Teams that instrument bytes-per-successful-record usually cut spend 40–70% without changing vendor.
- Measure cost per successful record, never cost per request
- Block non-essential asset types at the browser or client layer
- Cap and back off retries — silent retry storms are the top overspend cause
- Ask for unused-volume rollover before you ask for a discount
- Keep a second vendor provisioned at minimum spend as a failover
| Model | How it prices | Fits | Watch out for |
|---|---|---|---|
| Pay as you go | No commitment, highest unit rate | Testing, one-off jobs | Expect a 2–4x premium |
| Monthly commitment | Tiered discount by volume | Steady production workloads | The sweet spot for most teams |
| Annual prepay | 30–60% off list | Predictable, funded projects | Ask for rollover of unused units |
| Dedicated / per-unit | Fixed cost, unmetered traffic | Accounts, dashboards, long sessions | Verify the replacement policy |
| Enterprise contract | Custom rate + SLA | Regulated or high-volume buyers | Negotiate success rate, not just price |
Setting up residential proxy comparison correctly
Every credible vendor in this category authenticates by username/password or IP whitelist against a single gateway host, and encodes routing options — country, city, ASN, session ID — inside the username. Rotation here is per request, or sticky 1–30 min. Get the session semantics right on day one: a rotating credential used for a logged-in flow produces a stream of re-authentication challenges that looks exactly like credential stuffing to the target.
Two configuration mistakes account for most "the proxies do not work" tickets. The first is local DNS resolution, which leaks your real resolver and often your region — use the proxy's own resolver or a SOCKS5h endpoint so lookups happen at the exit. The second is a timeout budget shorter than the pool's own connect time; with medians around 620 – 1,300 ms, a 5-second timeout will discard perfectly good exits and inflate your apparent failure rate.
Instrument from the start. Log the exit IP, country, HTTP status, byte count and elapsed time for every request into a table you can group by. Without that, you cannot tell a bad pool from a bad selector, and you will change vendor when you should have changed your parser.
Gateway quick start
# Python: rotating gateway + sticky session, with retry budget
import requests, uuid
BASE = "http://{user}:{pw}@gate.provider.net:7777"
def session_proxy(country="us", ttl_id=None):
sid = ttl_id or uuid.uuid4().hex[:8]
url = BASE.format(user=f"USER-country-{country}-session-{sid}", pw="PASS")
return {"http": url, "https": url}
r = requests.get("https://example.com/",
proxies=session_proxy("us"), timeout=30)
print(r.status_code, r.elapsed.total_seconds())How to choose a residential provider
Shortlist against evidence you can verify in a trial, not against a feature grid. Every network claims ethical sourcing, huge pools and 99.9% uptime; almost none publish the live-exit counts, subnet spread or ban-retirement policy that would let you check. Ask for those numbers in writing during the trial, and treat a refusal as an answer.
Weight the criteria to your workload. A team scraping public catalogues should optimise cost per successful record and concurrency ceiling. A team running buying decisions should optimise IP stability, replacement policy and support response time, and should be willing to pay several times more per unit for them.
- Live exits in your target countries — not the global pool headline
- Documented session control: rotation interval and maximum sticky TTL
- Concurrency ceiling in writing, plus what happens when you exceed it
- Subnet and ASN diversity, especially for residential ranges
- Ban handling: how fast a flagged exit is retired and replaced
- Per-request logs you can export for post-mortems
- Sourcing and compliance documentation (consent, opt-out, SOC 2 where relevant)
- Trial terms: volume, duration and whether unused units expire
- Support: named channel, response SLA, and an escalation path that is not a chatbot
Workload playbooks for residential proxy comparison
The same pool behaves differently depending on what you point it at. These are the configurations we run for the workloads this category is bought for — each one is a starting point you should re-tune after a week of real traffic.
Buying decisions. Throughput comes from concurrency plus retry discipline. Start at 20–50 threads, watch p95 latency and block rate as you scale, and stop at the point where added concurrency raises failures faster than it raises records collected.
Renewal reviews. Stability is the whole strategy: static exits, one identity per IP, and a documented replacement path when an address is flagged. Log which identity uses which IP; the day you need to migrate, that mapping is the difference between an hour and a week.
Mistakes that waste residential budget
Most failed proxy projects fail the same way: the network is fine, the integration is not. These are the errors we see most often in post-mortems, roughly in order of how much money they cost.
If a crawl degrades, change one variable at a time — first the target, then the fingerprint, then the pool. Swapping vendor while three things changed at once guarantees you learn nothing and repeat the problem on the new invoice.
- Skipping the trial because the vendor is well known, then discovering the geo you need is thin
- Never exporting logs, so every incident becomes a guess between pool, parser and target
- Buying on advertised pool size instead of live exits in the countries you actually target
- Using rotating credentials for logged-in flows, which reads as session hijacking to the target
- Leaving DNS resolution on the local machine and leaking the real region on every lookup
- Setting timeouts shorter than the network's own median connect time and blaming the pool
Legality, sourcing and ethics
Using residential proxy comparison is lawful in most jurisdictions; what you do through them determines your exposure. Collecting publicly available data is broadly defensible, and courts in several jurisdictions have said so. Bypassing authentication, ignoring an explicit cease-and-desist, or collecting personal data without a lawful basis is a different matter entirely, and no proxy network insulates you from it.
Sourcing matters commercially, not just morally. Consumer IPs reach the pool through SDK partnerships and bandwidth-sharing apps, so ask how consent is obtained, whether peers can opt out, and what the compensation model is. Vendors with clean supply publish the answer; vendors without it change the subject. Under GDPR and CCPA the exit IP can itself be personal data, so keep retention short and document your lawful basis before a customer's procurement team asks.
Verdict: who should buy residential proxy comparison
Buy residential proxy comparison when your targets score the signal this category is strong at — buying decisions, renewal reviews, cost control — and when the Compare $/GB and success rate band is defensible against the value of the data or accounts involved. If your targets do not check IP reputation, you are paying a premium for a signal nobody is reading.
For most teams the shortlist is short: Oxylabs if you want the best-tested option in this category and can absorb $8.00/GB, IPFly if unit economics decide the project at $0.80/GB. Trial both against your own targets for two weeks, compare cost per successful record rather than cost per unit, and keep the loser provisioned at minimum spend as a failover.
Whatever you pick, revisit it every quarter. Pools rotate, anti-bot vendors ship new detection, and the network that led this cycle's benchmark is not automatically leading the next one.
Related providers for residential proxy comparison
All reviews →Oxylabs
$8.00/GB · 620 ms · 9.8/10
Enterprise-grade SOCKS5 with the largest tested residential pool.
Bright Data
$8.40/GB · 680 ms · 9.6/10
The most feature-rich proxy network with granular targeting.
Smartproxy
$7.00/GB · 810 ms · 9.3/10
Best value residential SOCKS5 for small to mid-size teams.
NodeMaven
$3.99/GB · 700 ms · 9.3/10
Quality-filtered residential and mobile proxies with the cleanest IP scoring.
SOAX
$6.60/GB · 890 ms · 9.1/10
Clean residential and mobile SOCKS5 with per-second billing.
IPFly
$0.80/GB · 620 ms · 9.1/10
90M+ residential pool with static ISP and datacenter proxies at value pricing.
Prices and latency come from our testing methodology. See the full provider comparison or current proxy deals.
Advantages
- + Removes marketing claims from the decision
- + Exposes retry-driven cost inflation
- + Reveals geo-specific weakness
Trade-offs
- − Requires trial access from each vendor
- − Results age quickly
- − Needs a stable test harness
Residential Proxy Comparison FAQ
What sample size is enough?+
1,000 requests per provider per target gives a usable signal; 10,000 gives a confident one.
Which metric matters most?+
Cost per successful request. It folds price, success rate and retry waste into one number.
Should I test peak hours?+
Yes. Pools thin out at off-peak hours in each geography, so test at your real traffic times.
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