4G Mobile Proxies in Germany
Real carrier LTE sessions with live SIMs and rotating CG-NAT public IPs. Used by AI teams testing mobile-first response paths, cellular content policy on model APIs, and regional carrier-level variation.
- Pool type
- Live carrier SIMs
- Countries
- 10 (focused)
- Carriers
- Tier-1 per country
- Rotation
- Per-request or sticky (1–30 min)
- Protocols
- HTTP, HTTPS, SOCKS5
- Uptime SLA
- 99.5%
Germany · 4G Mobile
German 4G mobile proxies for cellular AI evaluation and safety testing
When German 4G mobile is the right tool
Three specific workloads anchor on DE 4G:
-
EU-cellular LLM evaluation. Testing how a model API treats a request from DE mobile origin vs. DE fixed-line. Carriers: DT Mobile (AS3320), Vodafone DE, O2 Telefónica, 1&1 (post-2023 own-infrastructure launch).
-
DE mobile-first service eval. German banking, logistics, and government mobile apps apply different content policy to cellular origin. Research on those mobile-first paths anchors here.
-
Pan-European cellular bias studies. DE is the largest EU mobile market; cross-country mobile evaluation typically uses DE as the EU baseline against which other EU cellular origins are measured.
Carrier-level targeting
Each DE mobile carrier announces under distinct CG-NAT ranges;
X-Squad-Carrier pins per-carrier routing. DT Mobile has the
broadest rural coverage; Vodafone and O2 are urban-strong.
Latency shape
DE mobile to AWS eu-central-1 (Frankfurt): 60-180ms depending on carrier and time of day. DT and Vodafone are more consistent under peak; O2 and 1&1 show more variability.
What this pool is not
- Not for general German-origin workloads — residential is cheaper and fits better
- Not a substitute for device-level mobile testing
- Not for workloads that don't specifically need cellular origin per-carrier
Why 4G matters for AI — and why it usually doesn't
4G mobile is premium infrastructure. Per-gigabyte it is 5–20× the cost of datacenter. For AI data collection, most of the volume does not justify that premium. Mobile is the right tool in a narrow set of cases where IP-layer authenticity and carrier/mobile fingerprinting matter.
Cases where 4G is correct
- Cellular content policy on model APIs. Some commercial LLM providers apply different content policy to requests that originate from mobile carrier ASNs in specific regions — not dramatically, but measurably. If your eval is measuring policy boundaries, you want a sample from carrier exits.
- Mobile-first rendering paths. Some news, social, and review sites serve materially different HTML to mobile UA + mobile ASN combinations. For RAG ingestion that wants the mobile-rendered variant, only a mobile exit gets you there reliably.
- Regional carrier variation. In some regions — notably APAC and parts of the Middle East — cellular networks peer differently to the open internet than residential broadband. A model evaluation that matters for a mobile-first deployment market wants cellular-origin traffic in the eval mix.
Cases where 4G is wrong
- Training corpus collection. Bandwidth economics alone disqualify mobile for TB-scale work. Use datacenter.
- Latency-sensitive eval loops. 4G adds 50–150ms over datacenter and jitter that breaks timing-sensitive tests.
- Multi-turn agent sessions. Mobile IPs rotate aggressively on CG-NAT. Sticky sessions help but top out at 30 minutes and sometimes fail mid-session as the SIM shifts towers.
Pool shape
- Live SIMs. We operate carrier-leased SIMs in managed multi-SIM modem arrays across our 10 focus countries. Not SDK-sourced mobile proxies — those have reliability and provenance issues that make them unsuitable for eval methodology.
- Carrier targeting. Tier-1 carrier per country: AT&T, Verizon, T-Mobile in the US; EE, Vodafone, Three, O2 in the UK; Deutsche Telekom, Vodafone DE, O2 DE in Germany; etc.
- Tower distribution. We distribute SIMs across metro and non-metro tower coverage so the IP diversity looks plausible across a campaign.
Session semantics
4G CG-NAT means multiple sessions share an IP at any given moment. Per-request rotation at the gateway level gives you a new IP reliably; sticky sessions bind you to a specific SIM for 1–30 minutes. Cycling SIMs (rather than IPs) is how we rotate without breaking cellular context.
Pricing
Pricing for Germany 4g mobile
Every plan includes the Germany 4g mobile pool — Live carrier SIMs of coverage, with sticky sessions up to 60 minutes.
Solo
For individual researchers running evaluation scripts and prototype RAG pipelines.
$149/ month
or $1,430/year (save 20%)
50 GB residential · unlimited datacenter · 200 concurrent sessions
- ✓Access to all 5 exit classes · 10 focus countries
- ✓50 GB residential · unlimited datacenter
- ✓5 static ISP IPs · 5 GB 4G mobile
- ✓1 seat · 200 concurrent sessions
- ✓Python + Node SDK + REST API
- ✓Per-request metering (not time-based)
- ✓Email support (24h response, business days)
- ✓Overage: $3/GB residential · $6/GB mobile
Best for
- Solo researchers
- Evaluation scripts
- Prototype RAG
Team
Most popularFor AI startups and mid-size labs splitting capacity between training and evaluation.
$699/ month
or $6,710/year (save 20%)
500 GB residential · unlimited datacenter · 1,000 concurrent sessions
- ✓Access to all 5 exit classes · 10 focus countries
- ✓500 GB residential · unlimited datacenter
- ✓25 static ISP IPs · 25 GB 4G mobile
- ✓10 seats ($29/mo per extra seat) · 1,000 concurrent sessions
- ✓City-level geo-routing + ASN targeting
- ✓99.9% uptime SLA
- ✓Priority Slack support (4h response, business hours)
- ✓Python + Node SDK + REST API + webhooks
- ✓Overage: $3/GB residential · $6/GB mobile
Best for
- AI startups
- Mid-size labs
- Model eval teams
Lab
For academic labs, eval consortia, and frontier model companies running sustained workloads.
$2,999/ month
or $28,790/year (save 20%)
2 TB residential · unlimited DC · 50 GB 4G + 20 GB 5G · 3,000 concurrent sessions
- ✓Access to all 5 exit classes · 10 countries on 4 continents
- ✓2 TB residential · unlimited datacenter
- ✓100 static ISP IPs · 50 GB 4G + 20 GB 5G mobile
- ✓50 seats ($19/mo per extra seat) · 3,000 concurrent sessions
- ✓Dedicated gateway lane (bypasses shared-pool queues on us-east-1 + eu-west-1)
- ✓99.95% uptime SLA
- ✓Dedicated Slack channel (1h response, business hours)
- ✓Custom BGP prefix on request (additional fees apply)
- ✓Overage: $2.50/GB residential · $5/GB mobile
Best for
- Academic labs
- Large eval consortia
- Frontier model companies
Enterprise
Custom contracts with dedicated infrastructure, volume pricing, and research-grade SLAs.
Custom pricing
Custom (from 5 TB/mo residential) · unlimited concurrent sessions
- ✓Volume pricing from 5 TB/mo residential
- ✓Dedicated BGP prefix + ASN announcement
- ✓Unlimited concurrent sessions · unlimited seats
- ✓99.99% uptime SLA with financial credits
- ✓Named Technical Account Manager + 24/7 on-call paging
- ✓Custom AUP, DPA, on-site deployment option
- ✓Research / academic discount (30–50% off Team or Lab)
- ✓Annual contract · wire, ACH, USDC/USDT/BTC settlement
Best for
- Frontier labs
- Eval consortia
- Enterprise AI
All plans include 14-day refund, single endpoint with regional failover, HTTP(S) + SOCKS5 on every exit class, access to all 5 exit classes and all 10 focus countries, and Python + Node SDKs. Concurrent sessions = simultaneous TCP sessions through the gateway. Overage warnings fire at 80% and 100%; traffic continues only if overage billing is enabled on your account.
FAQ
Germany 4G Mobile FAQ
Are these really 4G Mobile proxies in Germany?
Yes — the exits in this pool announce from the Germany ASNs we list on the country page (Deutsche Telekom (AS3320), Vodafone DE (AS3209)) and route through our Europe edge. You can verify ASN and carrier on every request.What session lengths can I hold on Germany 4G Mobile?
Per-request rotation is the default. Sticky sessions are supported up to 60 minutes via the X-Squad-Session header. For anything longer, use our ISP pool instead.Is targeting down to a city available on Germany 4G Mobile?
Yes, via X-Squad-City. Pool depth varies by city — the deepest are Berlin, Munich, Frankfurt. Smaller cities are served but have thinner concurrency.Any legal or compliance notes specific to Germany?
Germany applies the EU AI Act and GDPR, both of which touch training- data collection directly. The Text and Data Mining exception in §44b UrhG (Urheberrechtsgesetz) permits scraping of lawfully accessible works for TDM purposes, subject to opt-out reservations under machine-readable `ai.txt` / `robots.txt` directives. Enforcement through Landgerichte in Hamburg, Munich, and Frankfurt has grown since 2024. Scraping PII-bearing content requires an Article 6 legal basis and an LfDI consultation is worth considering above industrial scale.
Start routing Germany traffic through 4g mobile
Real ASNs, real edge capacity, and an engineer who answers your Slack the first time.