Best Proxies for TikTok 2026: Complete Guide

Choosing the right proxy for TikTok is critical for multi-account management, content posting, trend monitoring, and TikTok Shop data collection. The wrong proxy type leads to blocks, bans, and wasted money. This guide covers which proxy type works best for TikTok, ranks the top providers, and provides setup recommendations for every use case.

Why You Need Proxies for TikTok

TikTok requires proxies because TikTok uses advanced device fingerprinting and network analysis that flags non-mobile connections, making cellular IPs essential for account safety. Without proper proxy protection, your accounts or scrapers will be detected and blocked within minutes to hours of sustained activity.

Common TikTok Use Cases Requiring Proxies

Proxies are essential for TikTok account management, video uploading, trend tracking, hashtag research, competitor analysis, and TikTok Shop scraping. Each use case may require different proxy types and configurations.

Best Proxy Type for TikTok

Recommended: Mobile (4G/5G) proxies

Proxy Type	TikTok Compatibility	Best For
Datacenter	Low-Moderate	Basic API access only
Residential (Rotating)	High	Scraping and data collection
Residential (Static/ISP)	High	Long-running sessions
Mobile (4G/5G)	Highest	Account management and creation

Mobile (4G/5G) proxies are recommended because they provide the highest success rates and lowest detection risk on TikTok. Alternative options include TikTok’s official API for data access and specialized social media management tools with proxy integration.

Top Proxy Providers for TikTok

1. Singapore Mobile Proxy — Best Mobile + Own-Hardware SG Carrier IPs

Overview: Singapore Mobile Proxy runs an in-house phone farm in Singapore with real SIM cards on Singtel, StarHub, M1, and Vivifi. Every port maps to a dedicated physical modem, so the IP you rotate to is a genuine carrier IP, not a reseller pool. They are not the biggest, but for mobile + Asia + account-warming workloads they are the only provider running their own hardware end-to-end.

Proxy Pool: 100+ live mobile devices in Singapore, with active expansion into Malaysia and Indonesia. Each port is one modem on a real 4G/5G SIM. Carriers covered: Singtel, StarHub, M1, Vivifi. Rotation is per-modem (not pool-shared) so subnets rotate within a single carrier ASN.

Key Features:

Dedicated mobile ports — one modem, one SIM, one IP per port. No pool sharing.
API rotation — programmatic IP rotation via REST endpoint or token URL
Cloudfone integration — cloud-hosted Android phones (cloudf.one) with the same SIM for app-level workflows
Singapore IPs at scale — only provider with this much SG mobile inventory; useful for SEA market research
Honest geo — IPs are actually in Singapore, not VPN-routed

Performance: Per-port bandwidth scales with the underlying carrier (typically 30–100 Mbps on 5G). Rotation latency is ~3 seconds (carrier reconnect time). Success rate on social platforms is consistently above 98% because each port is a real consumer device.

Pricing:

Plan	Price	Type	Minimum
Single Port	$40/mo	1 dedicated mobile port, unlimited bandwidth	1 month
Trial	Free 24h	1 port full access	None
6-month prepay	10% off	same port, paid up front	$216
12-month prepay	17% off	same port, paid up front	$398

Pros:

Own hardware, own SIMs, own colocation — no upstream reseller
Flat monthly pricing with unlimited bandwidth (no GB metering)
Real Singapore carrier IPs, useful for SG/APAC-targeted workflows
Cloudfone bundle gives you a hosted Android device on the same IP

Cons:

Mobile only — no datacenter, no residential, no ISP proxies
Singapore-first geography; other regions are still scaling
Smaller pool than mass-market providers

Verdict: TikTok aggressively fingerprints IP+device, so a dedicated mobile port with a single SIM is the cleanest setup. SMP pairs with cloudfone if you also need an Android device on the same IP. learn more at singaporemobileproxy.com, or pair with cloudfone for a hosted Android device on the same SIM.

2. Bright Data — Best Overall

Bright Data is the top choice for TikTok because of its extensive mobile proxy network with 4G/5G IPs in 25+ countries.

Key features:

Largest IP pool in the industry
Advanced geo-targeting options
Dedicated TikTok scraping tools
24/7 support with account managers

Pricing: Starting from $8.40/GB (residential) or $24/GB (mobile)

Best for: Enterprise-scale TikTok operations

3. SOAX — Best Value

SOAX offers carrier selection feature matches TikTok’s mobile-first verification, making it an excellent choice for teams that need reliable TikTok access without enterprise-level pricing.

Key features:

Strong TikTok success rates
Competitive pricing
Good geographic coverage
Reliable session management

Pricing: Starting from $6-10/GB depending on proxy type

Best for: Mid-size TikTok operations

4. Smartproxy — Budget Pick

Smartproxy provides solid mobile proxy coverage at competitive pricing, offering the best entry point for smaller TikTok projects.

Key features:

Affordable pricing tiers
Decent TikTok compatibility
Easy setup and integration
Flexible billing options

Pricing: Starting from $4-7/GB

Best for: Small-scale TikTok projects and testing

Provider Comparison Table

Feature	Bright Data	SOAX	Smartproxy
TikTok Success Rate	95%+	88-93%	80-88%
IP Pool Size	72M+	10-100M	10-55M
Geo-Targeting	City-level	Country/City	Country
Session Control	Advanced	Good	Basic
API Quality	Excellent	Good	Good
Free Trial	Yes	Yes	Varies
Price (Entry)	$$$	$$	$

TikTok Proxy Setup Best Practices

1. Choose the Right Rotation Strategy

High rotation (new IP every request): Best for scraping large volumes of TikTok data
Sticky sessions (same IP for 10-30 minutes): Best for browsing sessions and account activity
Static IPs (same IP indefinitely): Best for account management with consistent identity

2. Match Proxy Location to Target

Always use proxies from the same country as your target audience or accounts. TikTok checks IP geolocation against account settings and content access.

3. Implement Rate Limiting

Even with good proxies, sending too many requests too quickly will trigger TikTok’s rate limiting. Implement delays between requests:

Scraping: 2-5 seconds between page loads
Account activity: 10-30 seconds between actions
API calls: Respect published rate limits

4. Rotate User Agents

Pair proxy rotation with user agent rotation. Use current browser user agents that match your proxy’s geographic location and device type.

5. Handle Blocks Gracefully

When TikTok blocks a request:

Rotate to a new IP immediately
Increase delay between requests
Switch to a higher-quality proxy type if blocks persist
Check if your scraping pattern is too aggressive

Common TikTok Proxy Mistakes

Using datacenter proxies for tasks that require residential or mobile IPs
Not rotating IPs frequently enough for scraping operations
Ignoring geo-targeting — using US proxies for non-US TikTok content
Over-automating — sending requests faster than a human would browse
Sharing proxies across multiple TikTok accounts linked to different identities

Cost Estimation for TikTok Proxy Use

Scale	Proxy Type	Monthly Cost	Pages/Actions
Small (testing)	Residential	$30-80	5K-20K
Medium (production)	Residential	$100-500	20K-200K
Large (enterprise)	Premium Residential	$500-2,000	200K-2M
Account mgmt (10 accts)	Mobile/ISP	$100-300	Unlimited sessions
Account mgmt (50+ accts)	Mobile/ISP	$500-2,000	Unlimited sessions

Frequently Asked Questions

What is the best proxy type for TikTok?

Mobile (4G/5G) proxies are the best choice for most TikTok use cases. They provide the highest success rates and lowest detection risk. For basic data collection tasks, residential proxies may be sufficient and more cost-effective.

Can I use free proxies for TikTok?

Free proxies are not recommended for TikTok. They are slow, unreliable, frequently blocked, and may expose your data or credentials. Even budget paid proxies at $5-10/month significantly outperform free alternatives.

How many proxy IPs do I need for TikTok?

For scraping, a rotating residential proxy pool (shared) handles most needs. For account management, plan one dedicated IP per account or small group of accounts. A 10-account operation needs 10 dedicated proxies; a 50-account operation needs 50.

Will TikTok ban me for using proxies?

Using proxies does not inherently violate TikTok’s terms, but automated access and multi-accounting do. The risk of bans depends on your activity patterns, not just proxy use. Good proxies with human-like behavior patterns minimize ban risk.

How do I test if a proxy works with TikTok?

Most providers offer free trials. Test by accessing TikTok through the proxy and performing typical actions. Check for CAPTCHAs, login challenges, or error pages. Compare success rates across 100+ requests to get reliable data.

Internal Resources

Anti-Detect Browser Pricing Comparison 2026: Multilogin vs GoLogin vs AdsPower

Anti-Detect Browser Pricing Comparison 2026

Anti-detect browsers are essential for multi-account management, creating unique browser fingerprints for each profile. Pricing ranges from free (limited profiles) to $300+/month for enterprise plans with thousands of profiles and team collaboration features.

Complete Anti-Detect Browser Pricing Table

Browser	Free Tier	Starter Plan	Pro Plan	Team Plan	Profiles (Starter)
GoLogin	3 profiles	$24/mo	$49/mo	$99/mo	100
AdsPower	5 profiles	$9/mo	$30/mo	Custom	10
Dolphin Anty	10 profiles	$89/mo	$159/mo	$299/mo	100
Multilogin	5 profiles	$7.08/mo (annual)	$29/mo	$89/mo	10
Incogniton	10 profiles	$21/mo	$42/mo	$84/mo	50
VMLogin	None	$99/mo	$199/mo	$399/mo	200
Kameleo	None	$59/mo	$89/mo	Custom	100
Linken Sphere	None	$100/mo	$200/mo	Custom	Unlimited
Octo Browser	None	$29/mo	$79/mo	$169/mo	10

Cost Per Profile Analysis

The true cost of an anti-detect browser is best measured per browser profile:

Browser	Profiles	Monthly Cost	Cost/Profile
AdsPower (Starter)	10	$9	$0.90
GoLogin (Starter)	100	$24	$0.24
Incogniton (Starter)	50	$21	$0.42
AdsPower (Custom 100)	100	$30	$0.30
Dolphin Anty (Base)	100	$89	$0.89
Multilogin (Pro 100)	100	$40	$0.40
VMLogin (Basic)	200	$99	$0.50

Best value per profile: GoLogin at $0.24/profile for the starter plan, or AdsPower at $0.30/profile for custom plans.

Hidden Costs to Consider

Proxy Costs

Anti-detect browsers do not include proxies. You need to purchase proxies separately:

Account Type	Recommended Proxy	Cost/Profile/mo
Social media	Mobile	$5-15
E-commerce	Residential	$2-5
General	ISP or Residential	$2-8

Mobile-proxy costs are per profile and climb fast at scale. For social and ad accounts that need clean 4G/5G mobile IPs, a provider like Singapore Mobile Proxy is a common pick.

Team Seat Costs

Most browsers charge per team member:

GoLogin: Included in team plan
Multilogin: $20-30/additional seat
Dolphin Anty: Included in team plan
AdsPower: Custom pricing for additional users

API Access

Automation via API often requires higher-tier plans:

GoLogin: Available from Pro plan ($49/mo)
AdsPower: Available from Custom plan
Multilogin: Available from all plans
Dolphin Anty: Available from Team plan ($299/mo)

Choosing the Right Plan

Your Need	Best Choice	Monthly Cost
Beginner (< 10 accounts)	AdsPower Free	$0
Small business (10-50 accounts)	GoLogin Starter	$24
Agency (50-200 accounts)	GoLogin Pro or VMLogin	$49-99
Enterprise (200+ accounts)	Multilogin or VMLogin	$199+
Budget-conscious	Incogniton Starter	$21
Teams (3+ people)	GoLogin Team or Dolphin Anty	$99-299

For mobile-first platforms, some teams skip the anti-detect-browser-plus-proxy stack entirely and run each account on a real device via a cloud Android phone, trading per-profile software and proxy fees for one predictable monthly cost.

Frequently Asked Questions

What is the cheapest anti-detect browser?

AdsPower offers the cheapest paid plan at $9/month for 10 profiles. GoLogin offers the best value at $24/month for 100 profiles. Both have free tiers for testing.

Is Multilogin worth the premium price?

Multilogin is the most established anti-detect browser with the strongest fingerprint technology. It is no longer the premium-priced option it once was: there is now a free plan with 5 profiles and paid tiers start at $7.08/mo billed annually, with residential proxy traffic and mobile minutes bundled in. It also runs real Android cloud phones alongside browser profiles, which none of the others on this table do. For basic social media management, GoLogin or AdsPower remain comparable on functionality.

Do I need to pay for proxies separately?

Yes, all anti-detect browsers require separate proxy purchases. Budget $2-15 per profile per month for proxies depending on the use case and proxy type needed.

Can I use free anti-detect browsers for business?

Free tiers (GoLogin 3 profiles, AdsPower 5, Incogniton 10) are suitable for testing but too limited for business use. Budget at least $20-50/month for a starter plan that supports enough profiles for productive work.

Which anti-detect browser is best for teams?

Dolphin Anty and GoLogin both offer strong team features including profile sharing, role-based access, and activity logging. GoLogin’s team plan ($99/mo) offers better value, while Dolphin Anty ($299/mo) provides more advanced collaboration features.

Internal Resources

Datacenter Proxy Pricing Comparison 2026: Cheapest to Premium

Datacenter proxies remain the most affordable proxy type, with prices starting as low as $0.05 per IP per month. They are hosted in commercial data centers rather than residential networks, which means they offer superior speed but carry a higher detection risk on well-protected websites.

This guide compares datacenter proxy pricing across all major providers, examines shared versus dedicated options, and helps you determine whether datacenter proxies are the right fit for your budget.

Complete Datacenter Proxy Pricing Table

Provider	Dedicated $/IP/mo	Shared $/IP/mo	Min Plan	Pool Size	Subnets
Webshare	$0.05-0.10	$0.03-0.06	$5.49/mo	200K+	500+
Smartproxy	$0.09-0.20	$0.04-0.10	$10/mo	400K+	1,000+
ProxyScrape	$0.12-0.25	N/A	$5/mo	40K+	200+
Proxy-Cheap	$0.15-0.30	$0.08-0.15	$5/mo	100K+	300+
IPRoyal	$1.30-1.50	N/A	Pay-as-go	60K+	300+
ProxyEmpire	$0.50-0.80	$0.25-0.40	$15/mo	100K+	500+
Bright Data	$0.60-1.00	$0.30-0.50	$500/mo	770K+	3,000+
Oxylabs	$0.80-1.20	$0.40-0.60	$180/mo	2M+	1,500+
Storm Proxies	$1.25	$0.50	$50/mo	70K+	200+
Blazing SEO	$0.75-1.00	N/A	$12/mo	300K+	800+

Shared vs Dedicated Datacenter Proxies

Shared Proxies

Multiple users share the same IP addresses. Lower cost but higher risk of encountering pre-blocked IPs.

Pros: 50-70% cheaper than dedicated, good for non-sensitive tasks

Cons: Other users’ behavior can get IPs blocked, less consistent performance

Best for: General browsing, basic scraping, testing

Semi-Dedicated Proxies

Shared among 2-3 users rather than dozens. A middle ground in both price and reliability.

Pros: More reliable than fully shared, still cheaper than dedicated

Cons: Some IP contamination risk remains

Best for: SEO monitoring, moderate-volume scraping

Dedicated (Private) Proxies

Exclusive to your account. No risk of other users causing blocks.

Pros: Full control, clean IPs, consistent performance

Cons: 2-3x more expensive than shared

Best for: Account management, high-value scraping, ad verification

Datacenter Proxy Pricing by Use Case

Use Case	Recommended	IPs Needed	Monthly Cost
SEO rank tracking	Shared	50-200	$2-20
Price monitoring (basic)	Dedicated	100-500	$10-50
Speed testing	Dedicated	10-50	$2-10
API access	Shared	20-100	$1-10
General browsing	Shared	5-20	$1-5
Ad verification	Dedicated	200-1,000	$20-100
Sneaker copping	Dedicated (premium)	100-500	$50-500

When Datacenter Proxies Are Not Worth It

Despite their low cost, datacenter proxies are a poor fit for certain tasks:

Social media management — Instagram, TikTok, and Facebook detect and block datacenter IPs aggressively. Use residential or mobile proxies instead.

Amazon/Walmart scraping — Major e-commerce platforms maintain datacenter IP blacklists. Residential proxies deliver 3-5x higher success rates.

Google SERP scraping — Google blocks datacenter IPs quickly. Use a dedicated SERP API or residential proxies for reliable rank tracking at scale.

Account creation — Platforms flag accounts created from datacenter IPs for immediate review or ban.

Subnet Diversity: The Hidden Cost Factor

Datacenter proxy pricing should be evaluated alongside subnet diversity. A provider with 1,000 IPs across 10 subnets is less useful than one with 500 IPs across 200 subnets, because websites often block entire subnets when they detect scraping from one IP.

Provider	IPs	Subnets	IPs per Subnet	Diversity Score
Bright Data	770K+	3,000+	~257	Excellent
Oxylabs	2M+	1,500+	~1,333	Good
Smartproxy	400K+	1,000+	~400	Good
Webshare	200K+	500+	~400	Moderate

Volume Discount Analysis

Datacenter proxy providers reward bulk purchases with significant discounts:

Webshare Pricing Tiers

100 proxies: $0.10/IP ($10/mo)
500 proxies: $0.07/IP ($35/mo)
1,000 proxies: $0.05/IP ($50/mo)
5,000 proxies: $0.04/IP ($200/mo)

Smartproxy Pricing Tiers

400 proxies: $0.09/IP ($36/mo)
1,000 proxies: $0.07/IP ($70/mo)
5,000 proxies: $0.05/IP ($250/mo)

At scale (5,000+ IPs), datacenter proxies can cost as little as $0.03-0.05/IP/month, making them extremely cost-effective for appropriate use cases.

Datacenter vs Residential: Cost Comparison

For tasks where both proxy types work, here is how the costs compare:

Metric	Datacenter	Residential
Cost per 1,000 IPs/mo	$50-100	N/A (bandwidth-based)
Cost per GB	$0.10-0.50 (unlimited)	$4.00-8.40
Cost for 100K pages/mo	$5-20	$200-420
Success rate (protected sites)	50-70%	85-95%
Effective cost per successful page	$0.10-0.30	$0.20-0.50

Key insight: Datacenter proxies are 10-20x cheaper per page for targets that do not block datacenter IPs. For protected targets, the lower success rate erodes the cost advantage.

Frequently Asked Questions

How much do datacenter proxies cost?

Datacenter proxies cost between $0.03 and $2.00 per IP per month depending on the provider, whether they are shared or dedicated, and the volume purchased. The cheapest options start at $5/month for 50-100 shared proxies.

Are datacenter proxies good enough for web scraping?

For many targets, yes. Sites without sophisticated anti-bot protection work well with datacenter proxies. For Amazon, Google, social media, and other heavily protected sites, residential proxies deliver significantly better results despite the higher cost.

What is the cheapest datacenter proxy provider?

Webshare offers the lowest per-IP pricing at $0.05/IP/month for dedicated proxies and even less for shared. Smartproxy follows at $0.09/IP for larger pools with better subnet diversity.

Can I mix datacenter and residential proxies?

Yes, and this is a recommended cost optimization strategy. Use cheap datacenter proxies for easy targets and escalate to residential proxies only when datacenter IPs fail. This hybrid approach can reduce overall proxy costs by 40-60%.

How many datacenter proxy IPs do I need?

For basic scraping, 50-200 IPs is sufficient. For moderate workloads, 500-1,000 IPs provides good rotation. For large-scale operations, 2,000-10,000 IPs ensures minimal IP reuse and lower block rates.

Internal Resources

Residential Proxy Pricing Comparison 2026: Every Provider Ranked

Residential proxy pricing varies dramatically across providers, from under $3/GB on budget services to over $15/GB on premium platforms. The cheapest option is not always the best value — pool size, success rates, geo-coverage, and support quality all affect the true cost per successful request.

This comparison covers every major residential proxy provider, ranked by price-to-value ratio, to help you choose the right service for your budget and requirements.

Complete Residential Proxy Pricing Table 2026

Provider	Price/GB (Entry)	Price/GB (Volume)	Min Plan	Pool Size	Geo-Coverage
Geonode	$4.00	$2.50	$47/mo	10M+	195 countries
Webshare	$4.50	$2.80	$30/mo	30M+	50+ countries
IPRoyal	$5.50	$3.50	Pay-as-go	32M+	195 countries
Proxy-Cheap	$5.00	$3.00	$5/mo	7M+	127 countries
NetNut	$6.00	$3.50	$300/mo	85M+	200+ countries
SOAX	$6.60	$4.00	$99/mo	191M+	195 countries
Smartproxy	$7.00	$4.00	$80/mo	55M+	195 countries
Oxylabs	$8.00	$5.00	$300/mo	100M+	195 countries
Bright Data	$8.40	$5.20	$500/mo	72M+	195 countries
ProxyEmpire	$9.00	$5.50	$30/mo	9M+	170+ countries
Nimbleway	$10.00	$6.00	Custom	10M+	195 countries
PacketStream	$3.00	$3.00	$1/mo	Peer-based	Limited
Shifter	$5.00	$3.50	$75/mo	30M+	130 countries

Pricing Tier Breakdown

Budget Tier ($2.50-$5.00/GB)

Best for: High-volume scraping, budget-conscious teams, testing and prototyping

Providers: Geonode, Webshare, IPRoyal, Proxy-Cheap, PacketStream

Budget residential proxies work well for scraping targets with moderate anti-bot protection. Expect lower success rates on heavily protected sites like Amazon, LinkedIn, and Google compared to premium providers.

Typical success rates: 70-85% on standard websites, 50-70% on protected targets

Mid-Range Tier ($5.00-$8.00/GB)

Best for: Production scraping, e-commerce monitoring, SEO tracking

Providers: NetNut, SOAX, Smartproxy

Mid-range providers offer a strong balance of pool size, geographic coverage, and reliability. Most include session control features, city-level targeting, and decent API documentation.

Typical success rates: 80-90% on standard websites, 65-80% on protected targets

Premium Tier ($8.00-$15.00/GB)

Best for: Enterprise data collection, mission-critical monitoring, compliance-sensitive projects

Providers: Oxylabs, Bright Data, Nimbleway

Premium providers deliver the largest IP pools, highest success rates, most geographic coverage options, and dedicated account management. They also offer advanced features like web unblockers, SERP APIs, and built-in browser rendering.

Typical success rates: 90-98% on standard websites, 80-95% on protected targets

What Affects Residential Proxy Pricing

Pool Size and Quality

Larger pools with diverse subnet distribution command higher prices. Bright Data’s 72M+ IP pool and Oxylabs’ 100M+ pool provide broader geographic distribution and reduce IP reuse.

Geographic Targeting

Country-level targeting is standard at base prices. City-level and ASN-level targeting costs 10-30% more on most providers. Rare locations (Africa, Middle East, Central Asia) may carry surcharges.

Session Duration

Sticky sessions (maintaining the same IP) typically cost more than rotating sessions. Extended sticky sessions (30+ minutes) may carry a 20-50% premium on some platforms.

Concurrency Limits

Entry plans often limit concurrent connections to 100-500. Higher concurrency requires upgraded plans, increasing the effective per-GB cost.

Cost Per Successful Request Analysis

Raw per-GB pricing does not tell the full story. A provider charging $8/GB with 95% success rate delivers better value than one charging $4/GB with 70% success rate.

Provider	Price/GB	Success Rate	Effective Cost/1K Pages
Bright Data	$8.40	95%	$4.42
Oxylabs	$8.00	93%	$4.30
Smartproxy	$7.00	88%	$3.98
SOAX	$6.60	85%	$3.88
Geonode	$4.00	78%	$2.56
Webshare	$4.50	75%	$3.00
IPRoyal	$5.50	80%	$3.44

Based on average page size of 0.5 MB and typical success rates for e-commerce scraping

Volume Discount Structures

Most providers offer tiered pricing that decreases as usage increases.

Bright Data Volume Tiers

0-50 GB: $8.40/GB
50-250 GB: $7.00/GB
250-1000 GB: $5.80/GB
1000+ GB: Custom pricing

Oxylabs Volume Tiers

Starter (20 GB): $15.00/GB
Business (50 GB): $10.00/GB
Corporate (100 GB): $8.00/GB
Enterprise: Custom pricing

Smartproxy Volume Tiers

Micro (2 GB): $14.00/GB
Starter (8 GB): $10.00/GB
Regular (25 GB): $8.00/GB
Advanced (50 GB): $7.00/GB
Enterprise: Custom pricing

How to Choose: Decision Framework

Your Priority	Recommended Tier	Best Provider
Lowest possible cost	Budget	Geonode, PacketStream
Best value overall	Mid-Range	Smartproxy, SOAX
Maximum reliability	Premium	Bright Data, Oxylabs
Pay-as-you-go flexibility	Budget	IPRoyal
Largest IP pool	Premium	Oxylabs (100M+)
Best free trial	Mid-Range	SOAX ($1.99 trial)
Easiest to start	Budget	Webshare (free tier)

Frequently Asked Questions

What is the cheapest residential proxy provider?

PacketStream offers the lowest per-GB rate at $3.00/GB with no minimum commitment. For providers with larger pools and better reliability, Geonode at $4.00/GB and Webshare at $4.50/GB are strong budget options.

How much bandwidth do I need for residential proxies?

A typical web page is 0.5-2 MB. If you scrape 10,000 text-heavy pages per month, expect to use 5-20 GB. Block images and scripts to reduce this by 60-80%. Start with a small plan and scale up based on actual usage.

Do residential proxies get cheaper with annual contracts?

Yes, most providers offer 10-30% discounts on annual commitments. Bright Data and Oxylabs both provide significant per-GB reductions for yearly plans. Ask your account manager for custom pricing.

Are cheap residential proxies safe to use?

Budget residential proxies from established providers like Geonode and IPRoyal are safe. Avoid unknown providers with suspiciously low prices (under $1/GB), as they may use unethically sourced IPs or inject malicious content.

Should I choose per-GB or per-request pricing?

Per-GB pricing works best when you control bandwidth consumption through optimization. Per-request pricing (via scraping APIs) is better when you want predictable costs regardless of page size. Calculate your average cost per page under both models to compare.

Internal Resources

Proxy Pricing Guide 2026 — Compare all proxy types
What Is a Residential Proxy? — Understand the technology
Datacenter vs Residential Proxies — Choose the right type
Best Residential Proxy Providers 2026 — Feature comparison
How to Reduce Web Scraping Costs — Cost optimization tips
Anti-Detect Browser Pricing Comparison 2026: Multilogin vs GoLogin vs AdsPower
Datacenter Proxy Pricing Comparison 2026: Cheapest to Premium
Free Proxies vs Paid Proxies: Real Performance Comparison 2026
How Much Do Proxies Cost in 2026? Complete Pricing Guide
Best 911 S5 Alternatives 2026: Top Residential Proxy Replacements
AdsPower Review 2026: Features, Pricing, Pros & Cons

Proxy Pricing Comparison 2026: Every Provider Ranked

Proxy pricing varies dramatically across providers, proxy types, and billing models. A single gigabyte of residential proxy traffic can cost anywhere from $1 to $25 depending on the provider and plan. This comprehensive comparison ranks every major proxy provider by price, value, and features to help you find the best deal for your use case.

Quick Pricing Summary

Proxy Type	Price Range	Avg Price	Best For
Datacenter (Shared)	$0.50-$3/GB	$1.20/GB	High-volume, low-sensitivity
Datacenter (Dedicated)	$1-$5/IP/month	$2.50/IP	Static sessions, accounts
Residential (Rotating)	$1-$15/GB	$5.50/GB	Web scraping, general use
Residential (Static/ISP)	$2-$8/IP/month	$4/IP	Long sessions, accounts
Mobile (4G/5G)	$3-$50/GB	$18/GB	Social media, high trust
Scraping API	$1-$10/1K requests	$3.50/1K	Managed scraping

Residential Proxy Pricing Comparison

Pay-Per-GB Plans

Provider	Starter Price	Mid-Tier	Enterprise	IP Pool Size	Free Trial
Bright Data	$8.40/GB	$6.80/GB	Custom	72M+	Yes (free)
Oxylabs	$8.00/GB	$6.00/GB	Custom	100M+	7-day trial
Smartproxy	$4.20/GB	$3.60/GB	Custom	55M+	3-day refund
SOAX	$3.99/GB	$3.30/GB	Custom	155M+	$1.99 trial
IPRoyal	$1.75/GB	$1.50/GB	Custom	32M+	No
Webshare	$2.50/GB	$2.00/GB	Custom	30M+	1GB free
NetNut	$6.00/GB	$4.50/GB	Custom	52M+	7-day trial
PacketStream	$1.00/GB	$1.00/GB	$1.00/GB	7M+	No
Shifter	$5.00/GB	$4.00/GB	Custom	30M+	No
Storm Proxies	$3.50/GB	$2.80/GB	Custom	2M+	No

Monthly Subscription Plans

Provider	Basic Plan	Price/Month	GB Included	Extra GB Cost
Smartproxy	Pay As You Go	$12.50	1GB	$12.50/GB
Smartproxy	Micro	$30	2GB	$12/GB
Bright Data	Pay As You Go	$8.40/GB	—	$8.40/GB
Oxylabs	Micro	$49	1GB	$8/GB
SOAX	Starter	$99	3GB	$3.99/GB
IPRoyal	Pay As You Go	$1.75/GB	—	$1.75/GB
Webshare	Free	$0	1GB	$2.50/GB
NetNut	Starter	$300	20GB	$6/GB

Datacenter Proxy Pricing Comparison

Shared Datacenter Proxies

Provider	Monthly Price	IPs Included	Extra IP Cost	Bandwidth
Webshare	$5.49/mo	10 IPs	$0.55/IP	Unlimited
Bright Data	$0.066/IP/day	Pay per use	Same	Per GB
IPRoyal	$1.39/proxy	Per proxy	$1.39	Unlimited
Smartproxy	$1.30/GB	Per GB	Same	Per GB
Proxy-Seller	$0.98/proxy	Per proxy	Same	Unlimited
Storm Proxies	$50/mo	10 ports	$5/port	Unlimited

Dedicated Datacenter Proxies

Provider	Per IP/Month	Minimum Order	Bandwidth	Locations
Bright Data	$0.90/IP	20 IPs	Unlimited	95+ countries
Smartproxy	$2.20/IP	3 IPs	Unlimited	35+ locations
Oxylabs	$1.80/IP	100 IPs	Unlimited	86+ locations
Proxy-Seller	$1.50/IP	1 IP	Unlimited	20+ countries
Webshare	$3.18/IP	10 IPs	Unlimited	10+ countries
MyPrivateProxy	$2.49/IP	1 IP	Unlimited	8 US cities
BuyProxies	$2.00/IP	5 IPs	Unlimited	15+ locations

Mobile Proxy Pricing Comparison

4G/5G Mobile Proxies

Provider	Price Model	Starting Price	Speed	Locations
Bright Data	Per GB	$24/GB	4G/5G	130+ countries
Oxylabs	Per GB	$18/GB	4G/5G	100+ countries
Smartproxy	Per GB	$8.50/GB	4G	130+ countries
SOAX	Per GB	$5.50/GB	4G/5G	120+ countries
IPRoyal	Per GB	$6.00/GB	4G	35+ countries
NetNut	Per GB	$12/GB	4G/5G	50+ countries
Proxy-IPv4	Per IP	$85/IP/month	4G	15+ countries
AirProxy	Per IP	$99/IP/month	4G/5G	Italy-focused
ProxyLTE	Per IP	$75/IP/month	4G	US-focused

Mobile Proxy Cost Analysis

For 100GB monthly usage:

Provider	Monthly Cost	Cost/GB	Best For
SOAX	$550	$5.50	Budget mobile scraping
IPRoyal	$600	$6.00	Affordable mobile
Smartproxy	$850	$8.50	Balanced price/quality
NetNut	$1,200	$12.00	Enterprise reliability
Oxylabs	$1,800	$18.00	Premium enterprise
Bright Data	$2,400	$24.00	Maximum pool size

ISP (Static Residential) Proxy Pricing

Provider	Per IP/Month	Pool Size	Speed	Locations
Bright Data	$5.00/IP	1.6M+	Fast	25+ countries
Oxylabs	$3.50/IP	500K+	Fast	28+ countries
Smartproxy	$2.40/IP	400K+	Fast	8+ countries
NetNut	$2.00/IP	1M+	Fast	50+ countries
IPRoyal	$1.75/IP	100K+	Fast	10+ countries
SOAX	$3.00/IP	200K+	Fast	15+ countries

Scraping API Pricing Comparison

Provider	Price/1K Requests	Success Rate	JS Rendering	Free Tier
Bright Data (SERP API)	$2.70	99.9%	Yes	100 free
ScraperAPI	$2.50	99%	Yes	5K free/mo
Oxylabs (Web Scraper)	$3.00	99.7%	Yes	5K free
ScrapingBee	$3.30	99%	Yes	1K free
Zyte (Smart Proxy)	$2.80	99%	Yes	500 free
Apify	$2.50	98%	Yes	$5/mo free
Crawlbase	$1.30	98%	Yes	1K free
Zenrows	$2.90	98.5%	Yes	1K free

Cost Comparison by Use Case

E-Commerce Price Monitoring (1M products/day)

Solution	Est. Monthly Cost	Success Rate
DIY + Datacenter Proxies	$800-$1,500	70-80%
DIY + Residential Proxies	$2,000-$5,000	92-98%
DIY + Mobile Proxies	$5,000-$12,000	96-99%
Scraping API	$3,000-$8,000	98-99%
Data-as-a-Service	$5,000-$15,000	99%+

Social Media Monitoring (100K profiles/day)

Solution	Est. Monthly Cost	Success Rate
DIY + Residential	$1,500-$3,000	85-92%
DIY + Mobile	$3,000-$8,000	95-99%
Social Media API (official)	$500-$5,000	100% (limited)
Scraping API	$2,000-$5,000	90-96%

SERP Tracking (50K keywords/day)

Solution	Est. Monthly Cost	Success Rate
DIY + Datacenter	$200-$500	60-75%
DIY + Residential	$500-$1,500	90-95%
SERP API	$400-$1,200	98-99%
SEO Tool (Ahrefs, SEMrush)	$100-$500	99%

Value Rankings: Best Price-to-Performance

Best Overall Value

Rank	Provider	Why
1	Smartproxy	Best balance of price ($4.20/GB), pool size (55M), and features
2	IPRoyal	Lowest residential price ($1.75/GB) with decent pool
3	SOAX	Affordable mobile proxies ($5.50/GB) with 155M pool
4	Bright Data	Most features and largest network, premium pricing
5	Oxylabs	Enterprise-grade with comprehensive tools

Best Budget Options

Category	Provider	Price
Cheapest Residential	PacketStream	$1.00/GB
Cheapest Datacenter	Webshare	$0.55/IP (10 free)
Cheapest Mobile	SOAX	$5.50/GB
Cheapest ISP	IPRoyal	$1.75/IP
Cheapest Scraping API	Crawlbase	$1.30/1K requests

Best Enterprise Options

Category	Provider	Why
Largest IP Pool	SOAX/Oxylabs	100M-155M+ IPs
Most Features	Bright Data	Full data platform
Best Support	Oxylabs	Dedicated account managers
Best Compliance	Bright Data	KYC, ethical sourcing
Best API	Oxylabs/Zyte	Developer-friendly tools

Hidden Costs to Watch For

Hidden Cost	Providers Affected	Impact
Minimum commitment	Most enterprise plans	$300-$5,000 minimum
Bandwidth overage	Pay-per-GB plans	10-50% price increase
Failed request billing	Some providers	Charged for 403/timeout
Session time limits	Some rotating plans	Forced reconnection
Geo-targeting surcharge	3-4 providers	20-50% premium
API access tier	Several providers	Extra $50-200/mo
Concurrent limit	Most plans	Throttling or upgrade

FAQ

What is the cheapest residential proxy?

PacketStream offers the cheapest residential proxies at $1.00/GB, though with a smaller IP pool (7M). For better balance of price and quality, IPRoyal at $1.75/GB with 32M IPs is recommended.

How much should I budget for web scraping proxies?

For a typical web scraping project, budget $500-$5,000/month for residential proxies depending on volume. Small projects (under 50GB/month) can use budget providers at $1-3/GB. Enterprise operations typically spend $5,000-$50,000/month.

Are expensive proxies worth it?

Premium proxies from providers like Bright Data and Oxylabs offer higher success rates (98-99% vs 85-92%), larger IP pools, better support, and compliance features. For mission-critical data collection, the higher cost is typically justified by the 30-40% higher success rate and reduced development time.

Should I use proxies or a scraping API?

Use proxies if you need full control, have engineering resources, and want to optimize costs at scale. Use a scraping API if you want a managed solution, need JavaScript rendering, and prefer paying per successful request. Scraping APIs typically cost 2-3x more but save significant development time.

How do I avoid overpaying for proxies?

Start with a free trial to test success rates before committing
Calculate your actual GB usage before choosing a plan
Consider annual plans for 20-40% discounts
Match proxy type to your use case (don’t use mobile for SERP tracking)
Monitor failed request billing policies

—

Prices verified as of early 2026. Pricing changes frequently; check provider websites for current rates. Some providers offer custom enterprise pricing not reflected here.

Internal links: Residential Proxy Pricing Guide | Mobile Proxy Pricing Guide | Proxy Cost Calculator

March 11, 2026

Free Anti-Detect Browser Options 2026: Complete Comparison

Not everyone needs a paid anti-detect browser — several quality options offer free tiers with enough profiles for small-scale multi-account operations. This guide compares all free anti-detect browser options available in 2026, their limitations, and when to upgrade.

Free Tier Comparison

Browser	Free Profiles	Fingerprint Quality	Proxy Support	API	Team	Cookie Import
Dolphin Anty	10	Good	Yes	No	No	Yes
Incogniton	10	Good	Yes	No	No	Yes
GoLogin	3	Very Good	Yes	No	No	Yes
AdsPower	2	Good	Yes	No	No	Yes
Multilogin	0	N/A	N/A	N/A	N/A	N/A

Dolphin Anty Free — 10 Profiles

Best for: Affiliates and media buyers starting out

Feature	Free Plan	Paid (Base)
Profiles	10	100
Browser engine	Anty Browser (Chromium)	Same
Fingerprint protection	Full	Full
Cookie Robot	Manual only	Scheduled
Profile sharing	No	Yes (10 members)
API access	No	Yes
Price	$0	$89/month

Strengths: Most generous free tier for affiliates, good fingerprint engine, Chromium-based.

Limitations: No team sharing, no Cookie Robot scheduling, no API, no automation scenarios.

Incogniton Free — 10 Profiles

Best for: Budget-conscious operators who need maximum free profiles

Feature	Free (Starter)	Paid (Entrepreneur)
Profiles	10	50
Browser engine	Chromium	Same
Fingerprint	Full protection	Full
Bulk creation	Yes	Yes
Team features	No	Yes
API	No	Yes
Price	$0	$29.99/month

Strengths: 10 free profiles with full features, competitive paid upgrade pricing.

Limitations: Smaller community, less frequent updates than market leaders.

GoLogin Free — 3 Profiles

Best for: Users who want the highest fingerprint quality for free

Feature	Free	Paid (Professional)
Profiles	3	100
Browser engine	Orbita (Chromium)	Same
Fingerprint quality	Excellent	Excellent
Android app	Yes	Yes
Cloud sync	Basic	Full
API	No	Yes
Price	$0	$49/month

Strengths: Best fingerprint engine among free options, mobile app, good UX.

Limitations: Only 3 profiles limits practical usage significantly.

AdsPower Free — 2 Profiles

Best for: Testing RPA automation before committing

Feature	Free	Paid (Base)
Profiles	2	10
Browser engines	Sun (Chrome) + Flower (Firefox)	Same
RPA	Limited	Full
Fingerprint	Full	Full
Team	No	No
Price	$0	$5.4/month

Strengths: Built-in RPA even on free, dual browser engines, cheapest paid upgrade.

Limitations: Only 2 profiles, very limiting for real operations.

Choosing the Right Free Browser

Your Situation	Best Free Choice	Why
Just evaluating anti-detect	GoLogin (3 profiles)	Best fingerprint, easiest to learn
Affiliate marketing start	Dolphin Anty (10 profiles)	Most profiles, affiliate-focused
Budget multi-accounting	Incogniton (10 profiles)	10 profiles, good upgrade price
Want automation features	AdsPower (2 profiles)	RPA included, cheapest upgrade
Need maximum profiles free	Dolphin Anty or Incogniton	Both offer 10 free

When to Upgrade from Free

Signal	Action
Need more than 10 profiles	Upgrade to paid plan
Need team collaboration	Upgrade (all free tiers are solo)
Need API automation	Upgrade to plan with API access
Need Cookie Robot scheduling	Upgrade Dolphin Anty
Revenue justifies cost	Upgrade for reliability and support

Upgrade Price Comparison (100 Profiles)

Browser	100-Profile Plan	Price/Month	Cost/Profile
Multilogin X	Solo (100)	EUR 29	EUR 0.29
AdsPower	Pro (100)	$30	$0.30
GoLogin	Professional (100)	$49	$0.49
Dolphin Anty	Base (100)	$89	$0.89
Incogniton	Professional (150)	$79.99	$0.53

DIY Alternatives (Not Recommended)

Some users try free alternatives to anti-detect browsers:

Alternative	Why Not Recommended
Multiple Chrome profiles	No fingerprint spoofing, same canvas/WebGL
Incognito mode	No fingerprint protection, no persistence
Free VPNs	No fingerprint change, shared IPs, slow
VMs (VirtualBox)	Resource-heavy, no fingerprint management
Regular browser + proxy	IP changes but fingerprint stays same

These approaches leave your browser fingerprint unchanged, which platforms use alongside IP to detect multi-accounting.

Internal Linking

Incogniton Tutorial — 10 free profiles guide
GoLogin Tutorial — best free fingerprint
AdsPower Tutorial — free RPA
Dolphin Anty Tutorial — 10 free profiles
Best Anti-Detect Browsers 2026 — full paid comparison

FAQ

Are free anti-detect browsers safe to use?

Yes, the free tiers from established providers (Dolphin Anty, GoLogin, AdsPower, Incogniton) are safe. They use the same fingerprint protection as paid plans — the limitations are in profile count, team features, and automation, not security. Avoid unknown “free” anti-detect browsers from unverified sources, which may contain malware.

Can I manage real business accounts with free anti-detect browsers?

For 2-10 low-to-medium value accounts, free tiers work fine. The fingerprint protection is identical to paid plans. However, for high-value accounts (Amazon seller accounts with significant revenue, ad accounts with large budgets), upgrade to a paid plan for API access, better support, and team features that provide additional security.

Which free browser has the best fingerprint protection?

GoLogin’s Orbita engine consistently scores highest on fingerprint detection tests (CreepJS, Pixelscan, BrowserLeaks) among free options. However, all four major free options provide adequate protection for most use cases. The difference in fingerprint quality between them is smaller than the difference between any of them and using a regular browser.

Can I combine multiple free anti-detect browsers?

Technically yes — you could use 10 profiles from Dolphin Anty, 10 from Incogniton, 3 from GoLogin, and 2 from AdsPower for 25 total free profiles. However, managing profiles across four different applications is complex and error-prone. If you need 25+ profiles, upgrading to one paid plan ($29-49/month) is more practical and efficient.

Will free anti-detect browsers always stay free?

The free tiers from established providers have been stable for years and serve as user acquisition channels for paid plans. They are unlikely to be removed. However, the specific limits (number of free profiles) may change. Do not build a business entirely dependent on free tier availability — budget for paid tools as your operation grows.

Best Indonesia Proxies 2026: Residential, Datacenter & Mobile

Indonesia is Southeast Asia’s largest economy and the world’s fourth most populous country with over 275 million people. Its digital market is booming, driven by platforms like Tokopedia (now part of GoTo), Shopee Indonesia, Bukalapak, and super-apps like Gojek and Grab. With internet penetration exceeding 75% and a massive mobile-first user base, Indonesian proxies are essential for businesses looking to tap into this high-growth market. This guide covers the best Indonesian proxy solutions for 2026.

Why You Need Indonesian Proxies

Indonesia’s digital ecosystem is mobile-first and highly localized:

Monitor Indonesian e-commerce — Track pricing on Tokopedia, Shopee Indonesia, Bukalapak, Blibli, and Lazada Indonesia
Access geo-restricted content — Indonesian streaming platforms like Vidio and regional Netflix content require Indonesian IPs
Track Indonesian search results — Google.co.id shows location-specific results for the Indonesian market
Scrape ride-hailing and delivery data — Gojek, Grab, and ShopeeFood data is accessible only from Indonesian IPs
Monitor Indonesian social media — Indonesia is one of the world’s largest markets for Instagram, TikTok, and YouTube
Verify ad campaigns — Ensure digital advertisements display correctly across Indonesian cities and islands

Types of Indonesian Proxies Available

Residential Proxies

Indonesian residential proxies use IPs from local ISPs like Telkom Indonesia (IndiHome), XL Axiata, Indosat Ooredoo, and First Media. These appear as genuine Indonesian internet users, essential for accessing platforms that geo-block foreign IPs.

Datacenter Proxies

Datacenter proxies hosted in Jakarta and other Indonesian cities offer high speeds for bulk data collection. However, Indonesian platforms are increasingly blocking datacenter IP ranges.

Mobile Proxies

Indonesian mobile proxies route through 4G/5G networks from Telkomsel, XL Axiata, Indosat Ooredoo, and Tri (3). Given Indonesia’s mobile-first internet usage, mobile proxies are particularly effective for accessing mobile-optimized platforms.

ISP Proxies

Static residential proxies from Indonesian ISPs provide stable connections with residential trust levels, suitable for long-running sessions on Indonesian platforms.

Top 5 Indonesian Proxy Providers

Provider	Indonesian IP Pool	Price (per GB)	Speed Rating	Proxy Types
Bright Data	800K+ residential	$8.40/GB	★★★★★	Residential, DC, Mobile, ISP
Oxylabs	600K+ residential	$8.00/GB	★★★★☆	Residential, DC, Mobile, ISP
Smartproxy	300K+ residential	$7.00/GB	★★★★☆	Residential, DC, Mobile
IPRoyal	200K+ residential	$5.50/GB	★★★☆☆	Residential, DC, Mobile
Soax	250K+ residential	$6.99/GB	★★★★☆	Residential, Mobile

Bright Data

Bright Data maintains the largest Indonesian residential IP pool with targeting across Jakarta, Surabaya, Bandung, Medan, and other major cities. Their network handles Indonesian e-commerce platforms effectively.

Oxylabs

Oxylabs provides enterprise-grade Indonesian proxies with strong performance on Tokopedia, Shopee, and other Indonesian platforms. Their Web Unblocker handles anti-bot measures common on Indonesian sites.

Smartproxy

Smartproxy offers competitively priced Indonesian proxy coverage, suitable for small to medium businesses conducting market research in the Indonesian market.

IPRoyal

IPRoyal provides budget-friendly Indonesian proxies with both rotating and sticky session options, ideal for smaller scraping projects.

Soax

Soax delivers clean Indonesian residential and mobile proxies with real-time validation, ensuring high success rates on Indonesian platforms.

Indonesia-Specific Use Cases

Indonesian E-Commerce Intelligence

Indonesia’s e-commerce market is one of the fastest growing in the world. Monitor product pricing, seller data, and promotions across Tokopedia, Shopee Indonesia, Bukalapak, Blibli, and Lazada Indonesia. Indonesian proxies ensure you see local pricing in Indonesian rupiah (IDR) with accurate shipping costs and regional promotions.

Ride-Hailing and Super-App Data

Gojek and Grab dominate Indonesia’s ride-hailing, food delivery, and digital payments landscape. Their platforms are mobile-first and heavily geo-restricted. Indonesian mobile proxies allow you to collect pricing data, restaurant listings, and service availability across different Indonesian cities.

Social Media Market Research

Indonesia ranks among the top countries globally for Instagram, TikTok, and YouTube usage. Use Indonesian proxies to monitor trends, influencer content, and brand mentions from an Indonesian user perspective. Learn about proxies for social media.

Indonesian Property and Classifieds

Platforms like OLX Indonesia, Rumah123, and Rumah.com contain valuable real estate and classifieds data. Indonesian residential proxies help you scrape property listings and pricing trends across the Indonesian archipelago.

Travel and Hospitality Data

Indonesia is a major tourism destination, from Bali to Jakarta. Scrape hotel pricing, flight data from domestic carriers like Garuda Indonesia and Lion Air, and tourism-related content that shows different pricing to Indonesian residents. See our travel scraping guide.

Legal Considerations

Indonesia has evolving digital regulations:

Proxy usage — Using proxies is not explicitly illegal in Indonesia, but circumventing government-mandated blocks may violate regulations
UU PDP (Law No. 27/2022) — Indonesia’s Personal Data Protection Law, modeled after GDPR, governs personal data collection and processing
GR 71/2019 — Government Regulation on Electronic System and Transaction Operations requires electronic system operators to register with the government
Kominfo oversight — The Ministry of Communication and Information Technology (Kominfo) regulates internet content and has blocked numerous websites
Content blocking — Indonesia blocks access to certain websites and platforms, and Indonesian proxies will reflect these same restrictions
Data localization — Some regulations require Indonesian user data to be stored on local servers

Consult legal counsel before conducting large-scale data collection in Indonesia.

Setup Instructions

Step 1: Choose Your Provider

For Indonesian e-commerce and super-app scraping, residential or mobile proxies are strongly recommended. Most major platforms detect and block datacenter IPs.

Step 2: Configure Proxy Settings

Host: id.proxy-provider.com
Port: 10000
Username: your_username
Password: your_password

For city-level targeting:

Host: id-jakarta.proxy-provider.com (Jakarta)
Host: id-surabaya.proxy-provider.com (Surabaya)
Host: id-bandung.proxy-provider.com (Bandung)

Step 3: Test Your Connection

import requests

proxies = {
    'http': 'http://user:pass@id.proxy-provider.com:10000',
    'https': 'http://user:pass@id.proxy-provider.com:10000'
}

response = requests.get('https://httpbin.org/ip', proxies=proxies)
print(response.json())

Step 4: Handle Indonesian Content

headers = {
    'Accept-Language': 'id-ID,id;q=0.9',
    'User-Agent': 'Mozilla/5.0 (Linux; Android 12; SM-G991B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Mobile Safari/537.36'
}

response = requests.get('https://www.tokopedia.com', proxies=proxies, headers=headers)

Note: Use mobile user agents for Indonesian platforms, as the majority of traffic comes from mobile devices.

Island and City Targeting in Indonesia

Indonesia spans over 17,000 islands across three time zones. Key targeting locations:

Jakarta (Java) — Capital and business hub, largest consumer market
Surabaya (Java) — Second-largest city, East Java commercial center
Bandung (Java) — Tech-savvy city, strong startup ecosystem
Medan (Sumatra) — North Sumatra’s commercial hub
Semarang (Java) — Central Java business center
Bali (Denpasar) — Tourism capital, different pricing for tourist services
Makassar (Sulawesi) — Eastern Indonesia’s largest city

Pricing Comparison

Proxy Type	Price Range	Best For
Indonesian Residential	$5–$14/GB	E-commerce, platform scraping
Indonesian Datacenter	$0.80–$2/IP/month	Bulk data collection
Indonesian Mobile (4G/5G)	$15–$30/GB	Super-app data, social media
Indonesian ISP/Static	$2.50–$5/IP/month	Long-term sessions

FAQ

Why are Indonesian mobile proxies particularly useful?

Indonesia is a mobile-first market where over 90% of internet access is via smartphones. Many platforms like Gojek and Tokopedia are primarily accessed via mobile apps. Mobile proxies from Indonesian carriers like Telkomsel provide the most authentic access.

Can I target specific Indonesian islands?

Major providers offer city-level targeting which effectively covers different islands (Jakarta on Java, Medan on Sumatra, Denpasar on Bali, Makassar on Sulawesi). Not all providers offer coverage for smaller islands.

How do I handle the Indonesian rupiah in scraped data?

Indonesian prices use large numbers (e.g., Rp 1,500,000). Ensure your scraping code handles the Indonesian number format with periods as thousand separators and the Rp currency prefix.

Are Indonesian proxy pools smaller than other Asian countries?

Indonesian pools are growing rapidly as the country’s internet infrastructure expands. Major providers now offer 200K-800K+ Indonesian residential IPs, which is sufficient for most use cases.

What are the best Indonesian proxies for scraping Shopee?

Shopee Indonesia has strong anti-bot measures. Use residential proxies with session rotation every 5-10 requests, mobile user agents, and realistic browsing patterns. Mobile proxies provide the highest success rates but cost more.

Conclusion

Indonesian proxies are essential for accessing one of Southeast Asia’s most dynamic digital markets. With a massive mobile-first user base, growing e-commerce platforms, and unique super-app ecosystem, Indonesia offers significant opportunities for data collection and market intelligence. Choose residential proxies for e-commerce scraping, mobile proxies for super-app and social media data, or datacenter proxies for budget-friendly bulk collection.

Estimate your costs with our proxy cost calculator or browse our proxy provider comparisons for detailed provider reviews.

Best Google Maps Scraping Tools 2026: Extract Business Data at Scale

Google Maps contains the world’s largest database of local business information — names, addresses, phone numbers, reviews, ratings, hours, and more. Scraping this data powers lead generation, market research, competitive analysis, and location intelligence.

We tested the top Google Maps scraping tools on data accuracy, extraction speed, and anti-bot handling.

Quick Comparison Table

Tool	Type	Data Points	Speed	Free Tier	Starting Price
Outscraper	Cloud API	50+ fields	Fast	500 requests	$3/1000
Apify Google Maps	Cloud Actor	40+ fields	Fast	Free tier	$49/mo platform
PhantomBuster	Cloud automation	30+ fields	Medium	Trial	$69/mo
ScrapeHero	Managed service	50+ fields	Fast	No	Custom
Bright Data Google Maps	Dataset API	40+ fields	Fast	Trial	$500/mo
Octoparse	Desktop + cloud	30+ fields	Medium	Free tier	$89/mo
ScraperAPI + Custom	API + code	Custom	Fast	5,000 credits	$49/mo
MapScraper	Chrome extension	15+ fields	Slow	Free	Free
Stevdata	Cloud API	40+ fields	Fast	Trial	$29/mo
ScrapeGraphAI	Open-source AI	Custom	Varies	Free	Free (LLM costs)

1. Outscraper — Best Dedicated Google Maps Scraper

Outscraper is purpose-built for Google Maps data extraction. It offers the most comprehensive field coverage with 50+ data points per business listing, including reviews, photos, and popular times.

Key Features

50+ data fields per listing
Search by keyword, location, URL, or place ID
Full review extraction with sentiment
Photo URLs and categories
Popular times and wait times
Export to CSV, JSON, XLSX

Pricing

Pay-as-you-go: ~$3/1000 businesses
Subscription: Volume discounts available
Free: 500 requests

Pros

Most comprehensive data extraction
Specialized Google Maps expertise
Review extraction with rich data
Simple pay-per-use pricing

Cons

Google Maps focused (limited versatility)
Rate limits on free tier
API-only for bulk use
Pricing can add up at scale

2. Apify Google Maps Scraper — Best Cloud Scraper

Apify’s Google Maps Scraper Actor provides a pre-built, cloud-hosted solution that runs on their platform. It handles proxy rotation, pagination, and anti-bot measures automatically.

Key Features

40+ data fields per listing
Keyword and URL-based search
Automatic proxy rotation
Review extraction
Cloud execution with scheduling
Export to multiple formats and databases

Pricing

Part of Apify platform (from $49/month)
Compute-based pricing per run
Free tier: 30 runs/day

Pros

Pre-built and ready to use
Cloud execution with scheduling
Automatic proxy management
Good documentation

Cons

Requires Apify platform subscription
Compute costs can add up
Less customizable than custom code
Speed dependent on plan tier

3. PhantomBuster — Best for Lead Generation

PhantomBuster combines Google Maps scraping with lead enrichment — automatically finding emails, LinkedIn profiles, and phone numbers for extracted businesses. It’s the best option for sales teams.

Key Features

Google Maps business extraction
Email and phone enrichment
LinkedIn profile matching
CRM integration
Automation chains
Cloud execution

Pricing

Starter: $69/month — 500 credits
Pro: $159/month — 2,500 credits
Team: $439/month — 10,000 credits

Pros

Lead enrichment built in
CRM integration saves time
Automation chains for workflows
Good for sales teams

Cons

Expensive per lead
Credit system can be confusing
Less raw data per listing
Not purely a scraping tool

For more lead generation tools, see our B2B lead generation guide.

4. ScrapeHero — Best Managed Service

ScrapeHero provides fully managed Google Maps scraping — you specify what you need, and they handle everything. Best for businesses that want data without technical complexity.

Key Features

Managed data delivery
50+ data points per listing
Custom extraction parameters
Regular data updates
Dedicated account manager
Multiple delivery formats

Pricing

Custom pricing based on volume
Contact for quote

Pros

Zero technical work required
Expert data quality
Regular updates included
Custom requirements handled

Cons

Most expensive option
No self-service
Longer setup time
Less control over extraction

5. Bright Data Google Maps — Enterprise API

Bright Data’s Google Maps dataset and API provide enterprise-grade access to Google Maps data, backed by their massive proxy infrastructure.

Key Features

Pre-collected Google Maps dataset
Real-time API access
72M+ proxies for reliability
Structured JSON output
Geotargeted extraction
Compliance-certified

Pricing

Part of Bright Data platform (from $500/month)
Dataset pricing varies by volume
Free trial available

Pros

Highest reliability and uptime
Pre-collected datasets available
Enterprise compliance
Proxy infrastructure included

Cons

Expensive — enterprise focused
Complex platform
Minimum spend requirements
Overkill for small projects

6-10. More Google Maps Scraping Options

Octoparse (From $89/mo)

Visual no-code scraper with Google Maps templates. Good for non-developers. See our no-code web scrapers guide.

ScraperAPI + Custom Code ($49/mo)

Use ScraperAPI for proxy management and write custom Google Maps parsing code. Most flexible approach. See our web scraping APIs guide.

MapScraper (Free Chrome Extension)

Free browser extension for quick Google Maps data grabs. Limited to what’s visible. Good for small, one-off projects.

Stevdata ($29/mo)

Affordable cloud API for Google Maps data. Good mid-range option with decent data coverage.

ScrapeGraphAI (Free + LLM costs)

Open-source AI scraper that can extract Google Maps data using natural language prompts. See our AI scraping tools guide.

Data You Can Extract from Google Maps

Data Point	Availability
Business name	All tools
Address	All tools
Phone number	All tools
Website URL	All tools
Rating (stars)	All tools
Review count	All tools
Business category	All tools
Hours of operation	Most tools
Individual reviews	Outscraper, Apify, Bright Data
Review responses	Outscraper, Apify
Photos	Outscraper, Apify, Bright Data
Popular times	Outscraper
Price level	Most tools
Place ID	All tools
GPS coordinates	All tools

How We Tested

Data Accuracy: We compared extracted data against manual Google Maps checks for 500 businesses
Field Coverage: Number and quality of data points extracted per listing
Speed: Time to extract 1,000 business listings
Anti-Bot Handling: Success rate without manual intervention
Review Extraction: Quality and completeness of review data
Ease of Use: Setup time and technical requirements

Frequently Asked Questions

Is scraping Google Maps legal?

Scraping publicly visible Google Maps data exists in a legal gray area. Google’s Terms of Service prohibit automated access, but many businesses use this data. Using commercial scraping tools reduces your legal exposure. See our web scraping compliance guide.

How many businesses can I extract from Google Maps?

Most tools can extract thousands to tens of thousands of listings per day. Google Maps returns up to 120 results per search query, so you’ll need multiple searches with different keywords and locations for comprehensive coverage.

Do I need proxies for Google Maps scraping?

Yes — Google aggressively rate-limits and blocks scraping attempts. Use rotating residential proxies for best results. Commercial tools like Outscraper and Apify handle proxies internally.

Can I extract Google Maps reviews?

Yes — tools like Outscraper, Apify, and Bright Data can extract individual reviews including reviewer name, rating, text, date, and business owner responses. Review extraction is slower due to the volume of data.

What’s the best approach for large-scale Google Maps data?

For 10,000+ listings: Use Outscraper (best coverage) or Bright Data (most reliable). For 1,000-10,000: Apify offers good value. Under 1,000: MapScraper (free) or ScraperAPI + custom code.

Final Verdict

Best Overall: Outscraper — most comprehensive Google Maps data extraction.

Best Cloud Platform: Apify — pre-built scraper with good pricing.

Best for Leads: PhantomBuster — Google Maps + email/phone enrichment.

Best Enterprise: Bright Data — highest reliability with proxy infrastructure.

Best Free: MapScraper — Chrome extension for quick extractions.

For proxy setup for Google Maps scraping, check our rotating proxy services and proxy provider comparison.

March 11, 2026

Best CAPTCHA Solving Services 2026: Bypass CAPTCHAs Automatically

CAPTCHAs are the biggest obstacle in web scraping and automation. These challenges — from simple image puzzles to invisible risk scores — are designed to stop bots. CAPTCHA solving services use a combination of human workers, AI models, and browser fingerprinting to solve them automatically.

We tested the top CAPTCHA solvers on speed, accuracy, pricing, and support for the latest CAPTCHA types including reCAPTCHA v3, hCaptcha Turnstile, and Cloudflare challenges.

Quick Comparison Table

Service	CAPTCHA Types	Avg Speed	Accuracy	Starting Price	API Quality
2Captcha	All major types	12-20s	99%	$2.99/1000	Excellent
Anti-Captcha	All major types	10-15s	99%	$2/1000	Excellent
CapSolver	AI-powered	2-8s	98%	$0.80/1000	Good
CapMonster Cloud	AI + human	3-10s	98.5%	$0.60/1000	Good
DeathByCaptcha	Image + reCAPTCHA	8-15s	98%	$1.39/1000	Good
NopeCHA	AI browser ext	2-5s	96%	Free tier	Limited
Buster	Browser extension	5-10s	90%	Free	N/A
AZCaptcha	All types	10-15s	97%	$1/1000	Good
EndCaptcha	reCAPTCHA focus	10-20s	98%	$1.50/1000	Decent
MetaBypass	AI-powered	3-8s	97%	$1/1000	Good

1. 2Captcha — Most Reliable CAPTCHA Solver

2Captcha is the industry standard for CAPTCHA solving. With support for every major CAPTCHA type, consistent accuracy, and rock-solid API, it’s the default choice for most developers.

Key Features

reCAPTCHA v2, v3, invisible
hCaptcha, Turnstile, FunCaptcha
Image CAPTCHA, text CAPTCHA
GeeTest, KeyCaptcha, Capy
Rotate, grid, and click CAPTCHAs
API libraries in 20+ languages

Pricing

Normal CAPTCHA: $2.99/1000
reCAPTCHA v2: $2.99/1000
reCAPTCHA v3: $2.99/1000
hCaptcha: $2.99/1000
Bulk discounts available

Pros

Supports every CAPTCHA type
99% accuracy guarantee
Largest solver workforce
Best API documentation

Cons

Slower than AI-only solutions
Human-dependent (can be slow at peak)
Higher cost than some alternatives
No free tier

2. Anti-Captcha — Best Developer API

Anti-Captcha provides the cleanest, most developer-friendly API for CAPTCHA solving. Their documentation, error handling, and SDKs are the best in the industry.

Key Features

All major CAPTCHA types supported
Excellent API with detailed documentation
Browser plugins available
Queue management and priority system
Callback/webhook support
Balance alerts and monitoring

Pricing

Image CAPTCHA: $2/1000
reCAPTCHA v2: $2.50/1000
reCAPTCHA v3: $3/1000
hCaptcha: $2.50/1000

Pros

Best developer experience
Excellent error handling
Good pricing
Browser plugin for testing

Cons

Human workers = slower solve times
Accuracy drops during peak hours
No AI-only option
Interface less modern

3. CapSolver — Fastest AI CAPTCHA Solver

CapSolver uses AI/ML models to solve CAPTCHAs without human workers, delivering significantly faster solve times. Their AI approach handles reCAPTCHA, hCaptcha, and Cloudflare challenges in seconds.

Key Features

Pure AI-powered solving (no human workers)
reCAPTCHA v2/v3, hCaptcha, Cloudflare Turnstile
FunCaptcha, GeeTest support
Browser extension
2-8 second average solve time
Token-based and click-based solving

Pricing

reCAPTCHA v2: $0.80/1000
hCaptcha: $0.80/1000
Cloudflare Turnstile: $0.80/1000
Bulk discounts available

Pros

Fastest solve times (2-8 seconds)
Cheapest per-solve pricing
No human worker dependency
Growing CAPTCHA type support

Cons

AI accuracy slightly lower than human
Newer platform — less proven
Some niche CAPTCHA types unsupported
Documentation could be better

4. CapMonster Cloud — Best Hybrid Approach

CapMonster Cloud combines AI models with human workers for the best of both worlds — fast AI solving for common CAPTCHAs, with human fallback for difficult ones.

Key Features

AI + human hybrid solving
reCAPTCHA, hCaptcha, Turnstile
Image recognition
Self-hosted option (CapMonster2)
Priority queue management
API compatible with 2Captcha

Pricing

reCAPTCHA v2: From $0.60/1000
hCaptcha: From $0.60/1000
Image: From $0.30/1000
Prepaid balance system

Pros

Very competitive pricing
Fast AI solving with human backup
2Captcha API compatible (easy switch)
Self-hosted option saves money at scale

Cons

Smaller company
Less CAPTCHA type coverage
Self-hosted requires setup
Support response times vary

5. DeathByCaptcha — Veteran Solver

DeathByCaptcha has been solving CAPTCHAs since the early days. Their hybrid system uses OCR and human solvers, providing reliable results for common CAPTCHA types.

Key Features

Image and reCAPTCHA solving
Hybrid OCR + human approach
API in 10+ languages
Socket and HTTP API options
Accuracy guarantee with refunds
Bulk pricing tiers

Pricing

Image: $1.39/1000
reCAPTCHA: $2.89/1000
Package deals available

Pros

Long track record
Accuracy guarantee
Dual API options (socket + HTTP)
Competitive image CAPTCHA pricing

Cons

Limited modern CAPTCHA support
No Turnstile/GeeTest support
Aging platform
Slower than AI solutions

6-10. Additional CAPTCHA Solvers

NopeCHA — Best Free Option

AI-powered browser extension that solves reCAPTCHA and hCaptcha for free (with limits). Best for personal use and testing.

Buster — Free Browser Extension

Open-source browser extension for solving audio reCAPTCHAs. Free but less reliable than paid services. Good as a supplement.

AZCaptcha — Budget Alternative ($1/1000)

Affordable CAPTCHA solving with all major types. Good for cost-sensitive projects. Growing AI capabilities.

EndCaptcha — reCAPTCHA Specialist ($1.50/1000)

Focused on reCAPTCHA solving with good accuracy. Smaller but reliable for specific use cases.

MetaBypass — AI-Powered ($1/1000)

AI-based solving with growing type support. Competitive pricing. Good for modern CAPTCHA types.

How We Tested

Solve Speed: Average time from submission to solved token for each CAPTCHA type
Accuracy: Percentage of correctly solved CAPTCHAs that were accepted by the target site
Uptime: API availability over 30 days
API Quality: Documentation, SDKs, error handling, and ease of integration
CAPTCHA Type Coverage: Number of supported CAPTCHA variants
Cost Efficiency: Actual cost per successful solve (including failed attempts)

Integrating CAPTCHA Solving with Scraping

Most CAPTCHA solving services integrate with popular scraping tools:

Scrapy: Use middleware to automatically submit CAPTCHAs during crawling
Playwright/Puppeteer: Intercept CAPTCHA challenges and solve via API
Scraping APIs: Many (ScrapingBee, ScraperAPI) include CAPTCHA solving built in
Anti-Detect Browsers: Multilogin and others integrate with solving services

Frequently Asked Questions

How do CAPTCHA solving services work?

They receive your CAPTCHA challenge (image or site data), solve it using AI or human workers, and return the solution token. You submit this token to the website to bypass the CAPTCHA.

Is using CAPTCHA solving services legal?

CAPTCHA solving services themselves are legal tools. However, using them to circumvent security measures may violate website terms of service. Always consult legal advice for your specific use case.

Which CAPTCHA types are hardest to solve?

reCAPTCHA v3 (invisible risk scoring) and Cloudflare Turnstile are the hardest — they analyze browser behavior over time, not just a single challenge. AI-based solvers like CapSolver handle these best.

Can I reduce CAPTCHA encounters instead of solving them?

Yes — using quality residential proxies, anti-detect browsers, and proper request patterns reduces CAPTCHA frequency significantly.

How much does CAPTCHA solving cost at scale?

At 10,000 solves/day, expect to spend $20-100/day depending on CAPTCHA type and provider. AI solvers (CapSolver, CapMonster) are most cost-effective at scale.

Final Verdict

Most Reliable: 2Captcha — widest CAPTCHA type support with consistent accuracy.

Best Developer Experience: Anti-Captcha — cleanest API and best documentation.

Fastest Solver: CapSolver — AI-powered solving in 2-8 seconds.

Best Value: CapMonster Cloud — cheapest per-solve with good accuracy.

Best Free: NopeCHA — free AI-powered browser extension for personal use.

For a complete scraping setup, pair CAPTCHA solving with rotating proxies and an anti-detect browser for maximum success rates.

March 11, 2026

Selenium vs Playwright vs Puppeteer 2026: Complete Comparison

Selenium, Playwright, and Puppeteer are the three major browser automation tools used for web scraping and testing. Each has a different history, architecture, and sweet spot. This three-way comparison examines all three to help you choose the right tool for your project in 2026.

Quick Comparison

Feature	Selenium	Playwright	Puppeteer
Creator	SeleniumHQ (community)	Microsoft	Google
First Release	2004	2020	2017
Languages	Python, Java, C#, JS, Ruby, Kotlin	Python, JS/TS, C#, Java	JavaScript/TypeScript
Chrome	Yes	Yes	Yes
Firefox	Yes	Yes	Experimental
Safari	Yes	Yes (WebKit)	No
Edge	Yes	Yes (Chromium)	No
IE	Yes	No	No
Auto-Wait	No	Yes	No
Browser Contexts	No	Yes	Limited
Speed	Slowest	Fastest	Fast
Community Size	Largest	Growing	Large
Best For	Legacy, multi-browser testing	Modern scraping & testing	Chrome automation

Architecture Overview

Selenium

Selenium uses the WebDriver protocol, a W3C standard for browser automation. It communicates with browsers through browser-specific drivers (ChromeDriver, GeckoDriver, etc.). This standardized approach provides the widest browser compatibility but adds a communication layer that impacts speed.

Playwright

Playwright communicates directly with browser engines through their native protocols (CDP for Chromium, internal protocol for Firefox and WebKit). This direct communication is faster and provides deeper control over browser behavior.

Puppeteer

Puppeteer communicates with Chrome/Chromium via the Chrome DevTools Protocol (CDP). It provides low-level access to Chrome’s internal capabilities but is limited to a single browser engine.

Detailed Feature Comparison

Language Support

Language	Selenium	Playwright	Puppeteer
Python	Full	Full	No
JavaScript/TypeScript	Full	Full	Full
Java	Full	Full	No
C#	Full	Full	No
Ruby	Full	No	No
Kotlin	Full	No	No

Winner: Selenium supports the most languages. Playwright covers the most important ones (Python, JS, Java, C#).

Browser Support

Browser	Selenium	Playwright	Puppeteer
Chrome	Yes	Yes	Yes
Firefox	Yes	Yes	Experimental
Safari	Yes	Yes (WebKit)	No
Edge	Yes	Yes	No
IE 11	Yes	No	No

Winner: Selenium for legacy browser coverage. Playwright for modern browsers.

Performance

Operation	Selenium	Playwright	Puppeteer
Browser Launch	~2.5s	~1.5s	~1.5s
Page Navigation	~2.0s	~1.5s	~1.6s
Element Click	~0.5s	~0.1s	~0.2s
Data Extraction	~0.3s	~0.1s	~0.15s
Parallel (10 pages)	~2000MB	~270MB	~1200MB

Winner: Playwright is consistently the fastest, especially for parallel operations.

Reliability

Selenium: Prone to flaky tests/scrapers due to timing issues. Requires explicit waits (WebDriverWait) that must be manually configured for each element interaction.

Playwright: Auto-waiting eliminates most timing-related failures. Actions automatically wait for elements to be visible, enabled, and stable before executing.

Puppeteer: Similar flakiness to Selenium — requires manual waitForSelector calls. The waitForNavigation pattern is a common source of race conditions.

Winner: Playwright — auto-waiting is a game-changer for reliability.

Web Scraping Features

Feature	Selenium	Playwright	Puppeteer
Proxy support	Browser args	Per-context	Browser args
Request interception	Limited	Full	Full
Network monitoring	Limited	Full	Full
Stealth/anti-detect	Via plugins	Growing	Via plugins
Screenshot	Yes	Yes	Yes
PDF generation	Limited	Yes	Yes
Mobile emulation	Yes	Yes	Yes
Geolocation	Yes	Yes	Yes

Winner: Playwright for comprehensive scraping features with per-context proxy support.

Setup and Installation

Selenium: Requires installing browser drivers separately (or using webdriver-manager). Configuration can be complex.

Playwright: Single command installs browsers. npx playwright install or playwright install (Python) downloads all browsers.

Puppeteer: Downloads Chromium automatically on install. Zero configuration needed for Chrome.

Winner: Puppeteer for simplicity (auto-downloads Chrome). Playwright for multi-browser setup.

Web Scraping Comparison

For web scraping specifically, these factors matter most:

Proxy Rotation

Selenium: Must restart browser to change proxies, or use extensions
Playwright: Per-context proxies — rotate without restarts
Puppeteer: Must restart browser to change proxies

Winner: Playwright — per-context proxies are essential for efficient scraping.

Anti-Detection

All three can be detected by sophisticated anti-bot systems. Mitigation strategies:

Selenium: undetected-chromedriver package provides stealth capabilities
Playwright: Various stealth approaches, multi-browser strategy (use Firefox/WebKit)
Puppeteer: puppeteer-extra-plugin-stealth is the most mature stealth solution

For advanced anti-detection, consider dedicated tools like GoLogin, Multilogin, or AdsPower.

Scale

Selenium: Resource-intensive, each browser is independent. Selenium Grid for distribution
Playwright: Browser contexts allow efficient parallel scraping within a single browser
Puppeteer: One browser per session, moderate resource usage

Winner: Playwright for efficient scaling. Selenium Grid for distributed infrastructure.

Ecosystem and Community

Selenium

Largest community (20+ years of content)
Extensive Stack Overflow coverage
Mature Grid for distributed execution
Wide IDE and framework integrations
Abundant tutorials and courses

Playwright

Rapidly growing community
Excellent official documentation
VS Code extension and trace viewer
Active GitHub with frequent releases
Growing but smaller tutorial library

Puppeteer

Large community (established since 2017)
Strong stealth plugin ecosystem
Good Stack Overflow coverage
Integrated with Chrome DevTools team
Many scraping-focused tutorials

Winner: Selenium for community size. Playwright for documentation quality and tooling.

Pros and Cons Summary

Selenium

Pros: Widest language/browser support, largest community, proven for enterprise testing, standardized WebDriver protocol

Cons: Slowest, most flaky, verbose code, complex setup, no auto-waiting

Playwright

Pros: Fastest, multi-browser, auto-waiting, efficient parallelism, per-context proxies, excellent tooling

Cons: Newer (less community content), stealth ecosystem less mature, no Ruby/Kotlin support

Puppeteer

Pros: Simple setup, good performance, mature stealth plugins, tight Chrome integration, lightweight

Cons: Chrome only, no Python, no per-context proxies, manual waiting required

When to Use Each

Choose Selenium If:

You have an existing Selenium codebase
You need Ruby, Kotlin, or legacy browser support (IE)
Your organization has Selenium expertise
You use Selenium Grid for distributed testing
You need the widest browser compatibility

Choose Playwright If:

You are starting a new project (scraping or testing)
You need multi-browser support with modern features
You want efficient parallel scraping with per-context proxies
You value auto-waiting and reliability
You work in Python, JavaScript, Java, or C#

Choose Puppeteer If:

You only need Chrome/Chromium automation
You want the simplest possible setup
You need mature stealth plugins for anti-detection
You are building JavaScript-only scraping tools
You prefer a lightweight, focused API

Verdict

For new projects in 2026, Playwright is the recommended choice. It combines the best of both Selenium (multi-browser, multi-language) and Puppeteer (speed, modern API) while adding genuinely unique features (auto-waiting, browser contexts, per-context proxies).

Selenium remains relevant for teams with existing codebases and organizations invested in the WebDriver ecosystem. It is not going away, but choosing it for a new project means accepting significant productivity trade-offs.

Puppeteer occupies a shrinking niche. Its stealth plugin ecosystem is its main advantage, but Playwright is rapidly closing that gap. For Chrome-only JavaScript projects, Puppeteer is still fine, but Playwright can do everything Puppeteer does and more.

For all three tools, quality proxies are essential for scraping at scale. See our proxy setup guides and proxy provider comparisons for recommendations.

Frequently Asked Questions

Is Selenium dead in 2026?

No. Selenium is still widely used, especially in enterprise testing environments. However, for new projects, Playwright has overtaken Selenium as the recommended choice for both testing and scraping.

Can I use Playwright with Python for web scraping?

Yes. Playwright’s Python bindings have full API parity with the JavaScript version. Combined with per-context proxies and auto-waiting, Playwright Python is the best browser-based scraping tool for Python developers.

Which is best for web scraping specifically?

Playwright, due to per-context proxies (rotate without restarts), auto-waiting (fewer failures), and multi-browser support (avoid Chromium-specific detection). See our web scraping proxy guides for proxy integration tutorials.

Should I migrate from Puppeteer to Playwright?

If you are actively developing your scraping infrastructure, yes. Playwright’s features (multi-browser, browser contexts, auto-waiting) provide meaningful productivity improvements. If your Puppeteer code is stable and working, migration may not be worth the effort.

Do all three tools work with proxy services?

Yes. All three support proxy configuration. Playwright has the best proxy support with per-context proxy assignment. See our proxy troubleshooting guides for setup help.

Last updated: March 2026. For more proxy reviews and comparisons, visit our proxy provider comparisons hub.

Author: Xavier Fok

Best Proxies for TikTok 2026: Complete Guide

Why You Need Proxies for TikTok

Common TikTok Use Cases Requiring Proxies

Best Proxy Type for TikTok

Top Proxy Providers for TikTok

1. Singapore Mobile Proxy — Best Mobile + Own-Hardware SG Carrier IPs

2. Bright Data — Best Overall

3. SOAX — Best Value

4. Smartproxy — Budget Pick

Provider Comparison Table

TikTok Proxy Setup Best Practices

1. Choose the Right Rotation Strategy

2. Match Proxy Location to Target

3. Implement Rate Limiting

4. Rotate User Agents

5. Handle Blocks Gracefully

Common TikTok Proxy Mistakes

Cost Estimation for TikTok Proxy Use

Frequently Asked Questions

What is the best proxy type for TikTok?

Can I use free proxies for TikTok?

How many proxy IPs do I need for TikTok?

Will TikTok ban me for using proxies?

How do I test if a proxy works with TikTok?

Internal Resources

Related Reading

Anti-Detect Browser Pricing Comparison 2026

Complete Anti-Detect Browser Pricing Table

Cost Per Profile Analysis

Hidden Costs to Consider

Proxy Costs

Team Seat Costs

API Access

Choosing the Right Plan

Frequently Asked Questions

What is the cheapest anti-detect browser?

Is Multilogin worth the premium price?

Do I need to pay for proxies separately?

Can I use free anti-detect browsers for business?

Which anti-detect browser is best for teams?

Internal Resources

Related Reading

Datacenter Proxy Pricing Comparison 2026: Cheapest to Premium

Complete Datacenter Proxy Pricing Table

Shared vs Dedicated Datacenter Proxies

Shared Proxies

Semi-Dedicated Proxies

Dedicated (Private) Proxies

Datacenter Proxy Pricing by Use Case

When Datacenter Proxies Are Not Worth It

Subnet Diversity: The Hidden Cost Factor

Volume Discount Analysis

Webshare Pricing Tiers

Smartproxy Pricing Tiers

Datacenter vs Residential: Cost Comparison

Frequently Asked Questions

How much do datacenter proxies cost?

Are datacenter proxies good enough for web scraping?

What is the cheapest datacenter proxy provider?

Can I mix datacenter and residential proxies?

How many datacenter proxy IPs do I need?

Internal Resources

Related Reading

Residential Proxy Pricing Comparison 2026: Every Provider Ranked

Complete Residential Proxy Pricing Table 2026

Pricing Tier Breakdown

Budget Tier ($2.50-$5.00/GB)

Mid-Range Tier ($5.00-$8.00/GB)

Premium Tier ($8.00-$15.00/GB)

What Affects Residential Proxy Pricing

Pool Size and Quality

Geographic Targeting

Session Duration

Concurrency Limits

Cost Per Successful Request Analysis

Volume Discount Structures

Bright Data Volume Tiers

Oxylabs Volume Tiers

Smartproxy Volume Tiers