Insights
A decision guide with tradeoffs and typical cost/performance profiles for residential, datacenter, and mobile proxies across real scraping scenarios.
Quick definitions (buyer-friendly)
- Datacenter proxies: IPs from cloud/hosting providers. Fast and cheap, but often easier to detect.
- Residential proxies: IPs assigned to real consumer networks. Higher trust and better geo realism.
- Mobile proxies: IPs from mobile carriers. Often highest trust, highest cost.
Why “which is best” is the wrong question
The right question is:
- What is your target’s blocking level?
- Do you need stable identity (sessions)?
- What geo accuracy do you need?
- What is your tolerance for cost volatility?
Head-to-head comparison
Practical recommendation matrix
- Your success rate is already high.
- You need maximum speed.
- You are doing broad crawling where blocks are rare.
- You see persistent 403/429/CAPTCHA on datacenter.
- You need country/city-level geo.
- You need rotation at scale.
- Residential still struggles.
- The target is carrier-sensitive or extremely strict.
- You are willing to pay for trust.
Cost reality: what most teams miss
The cheapest proxy is not the lowest CPM. It is the one with:
- the fewest retries per successful page
- the lowest block rate under concurrency
A “cheap” datacenter plan can become expensive if you need 5–10 retries per success.
What to look for in a residential proxy provider
If you are moving from datacenter to residential, these product qualities make the biggest difference:
- Sticky sessions that stay sticky
- Country/city/ASN targeting that matches reality
- Clear routing rules and debugging (request IDs, error reasons)
- Transparent usage reporting
Quick next step
Summary
Use datacenter for easy targets, residential for strict targets and geo realism, and mobile only when you need maximum trust. In most commercial scraping stacks, residential is the highest ROI upgrade after you outgrow datacenter.
Ship data with clear geography and receipts
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