Best Residential Proxy Network for Large-Scale Web Scraping
4 models · updated 2026-07-19
The verdict
Decodo leads — 2 of 4 models rank Decodo the top pick.
Not unanimous: Claude picks Bright Data; Gemini picks Oxylabs.
As of 2026-07-19, ChatGPT, Claude, Gemini and Grok collectively rank Decodo #1 for residential proxy network for large-scale web scraping on ModelsAgree by aggregate score. The models' case: Near-tied with Oxylabs on reliability, but its excellent success rates, low latency, broad geo-targeting, easy tooling, and more approachable volume pricing make it the. The models' main caveat: Its controls, compliance support, and enterprise customization are less extensive than Bright Data’s. The strongest alternative is Oxylabs — Delivers unmatched performance metrics for high-volume enterprise web scraping, showcasing near-perfect connection success rates (99.93%, in a. Not unanimous: Claude picks Bright Data; Gemini picks Oxylabs. Source: https://modelsagree.com/best/best-residential-proxy-network-for-large-scale-web-scraping (modelsagree.com, CC BY 4.0).
Combined ranking
- 1GPT #1Claude #3Gemini #2Grok #1
Near-tied with Oxylabs on reliability, but its excellent success rates, low latency, broad geo-targeting, easy tooling, and more approachable volume pricing make it the strongest overall value for production scraping
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GPT Near-tied with Oxylabs on reliability, but its excellent success rates, low latency, broad geo-targeting, easy tooling, and more approachable volume pricing make it the strongest overall value for production scraping
Grok Highest success rates (~99.8% in 2026 tests on tough targets like Cloudflare/Instagram), fastest residential response times (~0.6s avg), massive clean 125M+ IP pool with strong city-level targeting and ethical filtering that minimizes blocks for large-scale scraping; proven heavy lifter for high-volume ops with reliable infrastructure post-rebrand.
Gemini Formerly Smartproxy and awarded Best All-Rounder in 2026, it offers the best price-to-performance ratio for typical practitioners, matching premium-tier success rates (99.92% vs Oxylabs' 99.93% in a near-tie) and response times (0.53 s) at a fraction of the cost. It includes developer-friendly API integration, free helper tools, and granular targeting without extra fees.
Claude Best overall value for the typical mid-scale practitioner — large, clean pool, transparent pay-per-GB pricing, low friction onboarding, solid rotation and country/city targeting, and good docs/APIs; hits ~90% of what the top two do at a materially lower cost.
Where it falls shortper GPT Its controls, compliance support, and enterprise customization are less extensive than Bright Data’s
per Claude Pool depth and hardest-target unblocking trail Bright Data/Oxylabs, so the most aggressively defended sites at extreme scale can still edge past it.
per Gemini Lacks the extensive suite of advanced scraping APIs, built-in browser automation tools, and large-scale managed data extraction features of premium services.
per Grok Higher entry pricing (~$6/GB PAYG, scales better at volume) — not ideal for tiny or very sporadic low-budget users.
- 2GPT #2Claude #2Gemini #1Grok #4
Delivers unmatched performance metrics for high-volume enterprise web scraping, showcasing near-perfect connection success rates (99.93%, in a near-tie with Decodo) and exceptionally fast response times (0.60 s) in industry benchmarks. Its massive, ethically sourced pool of over 100 million IPs and dedicated ISP proxy self-service make it highly reliable for bypassing anti-scraping systems at scale.
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Gemini Delivers unmatched performance metrics for high-volume enterprise web scraping, showcasing near-perfect connection success rates (99.93%, in a near-tie with Decodo) and exceptionally fast response times (0.60 s) in industry benchmarks. Its massive, ethically sourced pool of over 100 million IPs and dedicated ISP proxy self-service make it highly reliable for bypassing anti-scraping systems at scale.
GPT Near-tied for first; exceptionally consistent large-scale performance, strong pools across important countries, mature session controls, and capable scraper APIs make it the safest reliability-first choice
Claude Second-largest pool with enterprise-grade uptime, high unblocking rates, and a strong managed layer (Web Unblocker, dedicated account/SLA support) that rivals Bright Data on tough targets; excellent for organizations that want a reliable primary vendor and can commit to volume.
Grok Strong performance in pool quality, success rates, and enterprise features tailored for scraping (good integration/tools); consistent contender with robust infrastructure for TB-scale operations.
Where it falls shortper GPT Premium pricing and enterprise orientation are excessive for smaller or price-sensitive workloads
per Claude Premium, enterprise-tilted pricing and commitments; weak value for small or spiky workloads, and less appealing to solo devs who want pay-as-you-go simplicity.
per Gemini High entry cost and lack of low-tier pay-as-you-go pricing make it cost-prohibitive for individual developers or small-scale operations.
per Grok Premium pricing similar to Bright Data without always leading in raw speed/success metrics — not the best pure value pick.
- 3GPT #3Claude #1Gemini #3Grok #3
Largest residential pool (~150M+ IPs) with the deepest geo/ASN/city targeting and highest success rates on hard anti-bot targets; mature scale tooling (Web Unlocker, Scraping Browser, rotating gateway) and the strongest compliance/KYC posture, which matters when you run millions of requests continuously; battle-tested reliability and observability at true enterprise volume.
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Claude Largest residential pool (~150M+ IPs) with the deepest geo/ASN/city targeting and highest success rates on hard anti-bot targets; mature scale tooling (Web Unlocker, Scraping Browser, rotating gateway) and the strongest compliance/KYC posture, which matters when you run millions of requests continuously; battle-tested reliability and observability at true enterprise volume.
GPT The deepest proxy-management stack, extensive targeting and rotation controls, huge geographic reach, strong compliance tooling, and integrated unblocker, browser, and scraping products suit complex multi-target operations
Gemini Offers the most robust feature set and advanced developer tooling, including the Scraping Browser, Web Unlocker, and custom scraping APIs. Its huge residential pool (72M+ active IPs) and strict compliance-first sourcing make it the gold standard for scraping highly protected, complex target sites.
Grok Largest IP pool and most advanced targeting/rotation tools, battle-tested reliability for enterprise-scale scraping with extensive geo-options; still a premium benchmark for complex, high-stakes ops despite shifts.
Where it falls shortper GPT Cost and operational complexity make it poor value when straightforward residential rotation is enough
per Claude Most expensive and operationally complex — steep pricing, add-on sprawl, and KYC/use-case vetting make it overkill and a poor fit for hobbyists, thin margins, or anyone who won't invest in configuration.
per Gemini Requires mandatory, highly restrictive KYC checks and strict usage verification, paired with complex setup and premium pricing that is not beginner-friendly.
per Grok Significantly overpriced for many typical practitioners, especially post-hikes — not for cost-sensitive users or those without big budgets.
- 4GPT #4Claude #5Gemini #4Grok #5
High-quality pool performance plus unusually granular country, region, city, ASN, and carrier targeting make it especially strong for localized scraping, ad verification, and SEO data collection
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GPT High-quality pool performance plus unusually granular country, region, city, ASN, and carrier targeting make it especially strong for localized scraping, ad verification, and SEO data collection
Gemini Excels in session control and targeting granularity, allowing users to filter traffic down to specific cities, ISPs, and mobile carriers. It features a clean IP pool with solid connection success rates (99.78%) and highly responsive customer support.
Claude Clean, well-curated pool with precise targeting (country/region/city/carrier) and flexible plans; strong choice for accuracy-sensitive scraping (localized pricing, ad verification) where IP quality matters more than raw count.
Grok Reliable mid-tier performer with good balance of pool size, targeting, and affordability for sustained scraping; often praised for clean IPs and usability in real-world tests.
Where it falls shortper GPT It is generally slower or less cost-efficient than the leaders for broad, location-insensitive bulk scraping
per Claude Smaller scale and higher effective cost than Decodo; not the cheapest or the biggest, so it's a poor fit for pure high-volume, cost-per-GB-driven crawling.
per Gemini Higher minimum commitment thresholds and lacks a true pay-as-you-go model, making it unsuitable for highly unpredictable or smaller-scale scraping budgets.
per Grok Doesn't top benchmarks in speed or success vs leaders — not for cutting-edge highest-volume needs.
- 5GPT —Claude —Gemini —Grok #2
Excellent flexibility with non-expiring traffic options, stable sticky sessions for account-like use alongside scraping, solid ~96%+ success on major sites at competitive pricing; strong runner-up value for mixed or budget-conscious large-scale workflows.
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Grok Excellent flexibility with non-expiring traffic options, stable sticky sessions for account-like use alongside scraping, solid ~96%+ success on major sites at competitive pricing; strong runner-up value for mixed or budget-conscious large-scale workflows.
Where it falls shortper Grok Smaller pool (~34M IPs) and slower avg speeds (~1.1s) than top leader — not for the absolute highest concurrency/extreme volume on hardest targets.
- 6GPT —Claude #4Gemini #5Grok —
ISP-sourced residential architecture gives direct, stable, low-latency connections and strong performance on session-heavy or high-throughput jobs where P2P pools jitter; reliable for large sustained crawls and static-residential needs.
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Claude ISP-sourced residential architecture gives direct, stable, low-latency connections and strong performance on session-heavy or high-throughput jobs where P2P pools jitter; reliable for large sustained crawls and static-residential needs.
Gemini Sourced directly from network ISPs rather than standard peer-to-peer customer networks, which eliminates middleman hops to deliver lower latency and excellent IP stability for static residential (ISP) proxies and long-lived scraping sessions.
Where it falls shortper Claude Rotating residential pool is smaller and pricier per GB than the leaders, and geo granularity is narrower — less ideal when you need very fine-grained targeting across many countries.
per Gemini The dashboard and technical documentation are less polished and more complex, and the pricing structure heavily favors bulk enterprise commits rather than flexible, low-tier plans.
- 7GPT #5Claude —Gemini —Grok —
Competitive 2026 pool performance, flexible self-service configuration, straightforward APIs, and attractive scaling economics make it a strong practical choice for cost-conscious engineering teams
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GPT Competitive 2026 pool performance, flexible self-service configuration, straightforward APIs, and attractive scaling economics make it a strong practical choice for cost-conscious engineering teams
Where it falls shortper GPT It lacks the managed scraping, compliance, support, and advanced orchestration depth of the enterprise leaders
Rank history
Just missed the top 5
GPT DataImpulse — excellent price-performance, but a less mature platform and thinner advanced tooling keep it outside the top five for demanding large-scale operations · NetNut — good popular-market coverage and bulk pricing, but inconsistent independent benchmark results weaken its case against similarly priced rivals
Claude IPRoyal — cheap and popular for small/medium jobs, but consistency and hardest-target success rates lag the leaders at true large scale · Massive — ethically-sourced, API-first and rising, but pool size and enterprise track record aren't yet proven for the largest continuous workloads
Gemini DataImpulse — Provides highly affordable entry-level pricing but suffers from lower overall success rates, a smaller IP pool, and higher latency under heavy loads · Byteful — Features a promising traffic optimization engine but has a shorter market track record and a less mature IP pool than the top five
Grok NetNut — strong enterprise alternative but edged out on value/speed in 2026 tests
By model
ChatGPT
- 1.Decodo
- 2.Oxylabs
- 3.Bright Data
- 4.SOAX
- 5.Webshare
Claude
- 1.Bright Data
- 2.Oxylabs
- 3.Decodo
- 4.NetNut
- 5.SOAX
Gemini
- 1.Oxylabs
- 2.Decodo
- 3.Bright Data
- 4.SOAX
- 5.NetNut
Grok
- 1.Decodo
- 2.IPRoyal
- 3.Bright Data
- 4.Oxylabs
- 5.SOAX
Common questions
What is the best residential proxy network for large-scale web scraping according to AI models?
Decodo leads. 2 of 4 models rank Decodo the top pick. The current top 3: Decodo, Oxylabs, Bright Data. Ranked by asking ChatGPT, Claude, Gemini, Grok the same buying question and merging their top-5 picks, updated 2026-07-19. Source: modelsagree.com.
Which residential proxy network for large-scale web scraping did each AI model pick first?
ChatGPT: Decodo. Claude: Bright Data. Gemini: Oxylabs. Grok: Decodo.
Do the AI models agree on the best residential proxy network for large-scale web scraping?
Not unanimous. Claude picks Bright Data; Gemini picks Oxylabs.
What changed in the latest residential proxy network for large-scale web scraping ranking?
In the latest poll (2026-07-19): Decodo climbed 1 spot; Oxylabs dropped 1 spot, NetNut dropped 1 spot, Webshare dropped 1 spot; IPRoyal entered the ranking. The models are re-polled on demand, so this ranking moves.
How is this residential proxy network for large-scale web scraping ranking made?
ChatGPT, Claude, Gemini, Grok are each asked the same buying question in a fresh session with no system steering. Their top-5 answers are merged (rank 1 = 5 pts … rank 5 = 1 pt) into the consensus ranking, re-polled on demand and tracked over time.
More on how polling works: full methodology →
Cite this ranking
ModelsAgree, “Best Residential Proxy Network for Large-Scale Web Scraping” — merged ranking from ChatGPT, Claude, Gemini & Grok, polled 2026-07-19. https://modelsagree.com/best/best-residential-proxy-network-for-large-scale-web-scraping (CC BY 4.0)
Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled on demand